Research
Organizer Grants Awards Press Research Websites Associations
Publications
Publication Type Research Area Research Subarea Publication Year
activation functions algorithms animal sound clssification audio classification automata bioinformatics Bioinformatics biometrics CNN computer vision conflict management conversational agents creative work data augmentation deep learning dissimilarity spaces distance psychotherapy education ensembles Enterprise Systems ethics and culture face detection facial perception recognition features filtering gender generic classifier hci Infant pain media studies medical DSS medical imagery medicine models multiclassifier systems multiclassifiers multilabel classification multilable neonatal pain new media pscyhoanalysis psychoanalysis rhetoric serious games siamese networks sound support vector machines text analysis textiles virtual reality voxels
Activation Functions
- Loris Nanni, Sheryl Brahnam, Michelangelo Paci, Stefano Ghidoni. 'Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets.' In Sensors, 22 (16): 6129, 2022. Abstract. BibTeX
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Algorithms
- Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Andrea Loreggia. 'Coupling RetinaFace and Depth Information to Filter False Positives.' In Applied Sciences, 13 (5): 2987, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Daniela Cuza, Alessandra Lumini, Sheryl Brahnam. 'Polyp Segmentation with deep ensembles and data augmentationn.' In Artificial Intelligence and Machine Learning for Healthcare, 1 133-153, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Daniela Cuza,, Sheryl Brahnam. 'Building Ensemble of Resnet for Dolphin Whistle Detection.' In Applied Sciences, 14 (5): 8029, 2023. Abstract. BibTeX
Access paper - Riccardo Bravin, Loris Nanni, Andrea Loreggia, Sheryl Brahnam, Michelangelo Paci. 'Varied Image Data Augmentation Methods for Building Ensemble.' In IEEE Access, 11 8810-8823, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Alessandro Manfè, and GianlucaMaguolo, Alessandra Lumini, Sheryl Brahnam. 'High performing ensemble of convolutional neural networks for insect pest image detection.' In Ecological Informatics, 7 (101515): 67, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Neural networks for Anatomical Therapeutic Chemical (ATC).' In Applied Computing and Informatics, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Daniela Cuza, Alessandra Lumini, Sheryl Brahnam. 'Data augmentation for deep ensembles in polyp segmentation.' In Computational Intelligence based Solutions for Vision Systems, 1-8, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Luca Trambaiollo, Sheryl Brahnam, Xiang Guo, Chancellor Woolsey. 'Ensemble of Networks for Multilabel Classification.' In Signals, 3 (4): 911-931, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems.' In Advances in Selected Artificial Intelligence Areas Learning and Analytics in Intelligent Systems, 24 77–102, 2022. Abstract. BibTeX
Access paper - Filippo Berno, Loris Nanni, Gianluca Maguolo, Sheryl Brahnam. 'Ensembles of convolutional neural networks with different activation functions for small to medium size biomedical datasets.' In In Machine Learning in Medicine edited by A. El-Baz and J. S. Suri, 2021. Abstract. BibTeX
Access paper - Diego Baldissera, Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Postprocessing for skin detection.' In Journal of Imaging, 7 (6(95)): 1-14, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci. 'An Ensemble of Convolutional Neural Networks for Audio Classification.' In Applied Sciences, 11 (5796): 2021. Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini. 'Comparison of Different Image Data Augmentation Approaches.' In Journal of Imaging, 7 (12): 254, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Stefano Ghidoni, Sheryl BrahnamStefano Ghidoni. 'Deep features for training support vector machines.' In Journal of Imaging, 7 (9): 177, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini. 'Experiments of image classification using dissimilarity spaces built with siamese networks.' In Sensors, 21 (1573): 1-18, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Davide Sarraggiotto, Alessandra Lumini. 'Closing the performance gap between siamese networks for dissimilarity image classification and convolutional neural networks.' In Sensors, 21 (17): 5809, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Andrea Rigo, Alessandra Lumini, Sheryl Brahnam. 'Spectrogram Classification Using Dissimilarity Space.' In Sensors, 10 (12): 4176, 2020. Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Shannon McMurtrey, Alessandra Lumini, Rick Brattin, Melinda R. Slack, Tonya Barrier. 'Neonatal pain detection in videos using the iCOPEvid dataset and an ensemble of descriptors extracted from gaussian of local descriptors.' In Applied Computing and Informatics, 2020. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Yandre M. G. Costa, Rafael L. Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla Jr.. 'Ensemble of convolutional neural networks to improve animal audio classification.' In EURASIP Journal on Audio, Speech, and Music Processing, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Rick Brattin, Stefano Ghidoni, Lakhmi C. Jain. 'An introduction to deep learners and deep learner descriptors for medical applications.' In In Deep Learners and Deep Learner Descriptors for Medical Applications - Intelligent Systems Reference Library, 186 1-5, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Gianluca Maguolo.. 'Animal Sound Classification Using Dissimilarity Spaces.' In Applied Sciences, 10 (23): 8578, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Matteo Interlenghi, Sheryl Brahnam, Christian Salvatore, Sergio Papa, Raffaello Nemni, and Isabella Castiglioni. 'Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease.' In Frontiers in Neurology, 11 1-15, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Stefano Ghidoni, Sheryl Brahnam. 'Ensemble of Convolutional Neural Networks for Bioimage Classification.' In Applied Computing and Informatics, 2020. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam. 'iProStruct2D: Identifying protein structural classes by deep learning via 2D representations.' In Expert Systems With Applications, 142 (March): 113019, 2020. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Gianluca Maguolo. 'Anatomical Therapeutic Chemical (ATC) Classification with Ensembles of Multi-Label Classifiers and Deep Features.' In International Journal of Natural Computing Research (IJNCR), 9 (3): 14, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini. 'Bioimage Classification with Handcrafted and Learned Features.' In IEEE ACM Transactions on Computational Biology and Bioinformatics, 16 (3): 874-885, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Ensemble of Deep Learning Approaches for ATC Classification.' In Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies, 159 117-125, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Christian Salvatore, Isabella Castiglioni. 'Texture descriptors and voxels for the early diagnosis of Alzheimer's disease.' In Artificial Intelligence in Medicine, 97 (June): 19-26, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Gianluca Maguolo. 'Data augmentation for building an ensemble of convolutional neural networks.' In Smart Innovation, Systems and Technologies, 145 61-70, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Face detection ensemble with methods using depth information to filter false positives.' In Sensors, 19 (5242): 1-18, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Rafael L. Aguiar Gustavo Z. Felipe. 'Identification of infants' cry motivation using spectrograms.' In Proceedings of the 2019 International Conference on Systems, Signals and Image Processing (IWSSIP), Osijek, Croatia, pp. 181-186, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Luigi Celona, Sheryl Brahnam, Simone Bianco. 'Getting the most of few data for neonatal pain assessment.' In Proceedings of the PervasiveHealth 2019 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019. (Link to article from abstract). BibTeX
- Loris Nanni, Sheryl Brahnam. 'Set of approaches based on 3D structure and Position Specific Scoring Matrix for predicting DNA-binding proteins.' In Bioinformatics, 35 (11): 1844-1851, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Texture descriptors for representing feature vectors.' In Expert Systems With Applications, 122 (May): 163-172, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Texture descriptors for the generic pattern classification problem.' In Artificial Intelligence: Advances in Research and Applications, 105-120, 2018. (Link to book chapter from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Rafael Aguiar, Yandre Costa, Sheryl Brahnam, Carlos Nascimento Silla, Ricky Brattin. 'Bird and whale species identification using sound images.' In IET Computer Vision, 12 178-184, 2018. Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Rafael Aguiar, Carlos Nascimento Silla, Sheryl Brahnam. 'Ensemble of deep learning, visual and acoustic features for music genre classification.' In Journal of New Music Research, 47 (4): 383-397, 2018. Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of texture descriptors obtained by varying feature transforms and preprocessing approaches.' In Applied Soft Computing, 61 (December): 8-16, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Stefano Ghidoni, Sheryl Brahnam. 'Handcrafted vs non-handcrafted features for computer vision classification.' In Pattern Recognition, 71 158-172, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Alessandra Lumini, Loris Nanni, Sheryl Brahnam. 'Ensemble of texture descriptors and classifiers for face recognition.' In Applied Computing and Informatics, 13 (1): 79-91, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Diego Rafael Lucio, Carlos Nascimento Silla Junior, Sheryl Brahnam. 'Combining visual and acoustic features for audio classification tasks.' In Pattern Recognition Letters, 88 (March): 49-56, 2017. Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni. 'An ensemble of visual features for gaussians of local descriptors and non-binary coding for texture descriptors.' In Expert Systems with Applications, 82 27-39, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam. 'Multi-label classifier based on histogram of gradients for predicting the anatomical therapeutic chemical class, classes of a given compound.' In Bioinformatics, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Matteo Munaro, Stefano Ghidoni, Emanuele Menegatti, Sheryl Brahnam. 'Ensemble of different approaches for a reliable person re-identification system.' In Applied Computing and Informatics, 12 (2): 142-153, 2016. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Weighted reward-punishment editing.' In Pattern Recognition Letters, 75 48-54, 2016. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Diego Rafael Lucio, Carlos Nascimento Silla Junior, Sheryl Brahnam. 'Combining visual and acoustic features for bird species classification.' In Proceedings of the The annual IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp. 396-401, 2016. Abstract. BibTeX
Access paper - Alessandra Lumini, Loris Nanni, Sheryl Brahnam. 'Multilayer Descriptors for Medical Image Classification.' In Computers in Biology and Medicine, 72 239-247, 2016. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Weighted fusion of shape descriptor for robust shape classification.' In Horizons in Computer Science Research, 11 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Classifier Ensemble Methods.' In Wiley Encyclopedia of Electrical and Electronics Engineering, 1-12, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Florentino Luciano Caetano Dos Santos, Michelangelo Paci, Loris Nanni, Sheryl Brahnam, Jeri Hyttinen. 'Computer vision for virus image classification.' In Biosystems Engineering, 138 (October): 11-22, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of face/eye detectors for accurate automatic face detection.' In International Journal of Latest Research in Science and Technology (IJLRST), 4 (3): 8-18, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Improving the descriptors extracted from the cooccurrence matrix by preprocessing approaches.' In Expert Systems with Applications, 42 (22): 8989-9000, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini. 'Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification.' In Computational Intelligence and Neuroscience, ArticleID 909123 (2015): 1-10, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of shape descriptors for shape retrieval and classification.' In International Journal of Advanced Intelligence Paradigms, 6 (2): 136-156, 2014. (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of different local descriptors, codebook generation methods and subwindow configurations for building a reliable computer vision system.' In Journal of King Saud University, 26 (2): 89-100, 2014. (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam. 'Indirect immunofluorescence image classification using texture descriptors.' In Expert Systems with Applications, 41 (5): 2463-2471, 2014. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Lakhmi C. Jain, Alessandra Lumini, Loris Nanni. 'Introduction to Local Binary Patterns-New variants and new applications.' In Local binary patterns: New variants and new applications, 1-13, 2014. Access Book at Springer (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'An empirical study of different approaches for protein classification.' In The Scientific World Journal, 2014 (Article ID 236717): 1-17, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Region-based approaches and descriptors extracted from the co-occurrence matrix.' In International Journal of Latest Research in Science and Technology (IJLRST), 3 (6): 192-200, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Prediction of protein structure classes by incorporating different protein descriptors into general Chou’s pseudo amino acid composition.' In Journal of Theoretical Biology, 360 109-116, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'A set of descriptors for identifying the protein-drug interaction in cellular networking.' In Journal of Theoretical Biology, 359 120-128, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano Dos Santos, Sheryl Brahnam, Jeri Hyttinen. 'Analysis of virus textures in transmission electron microscopy images.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 83-91, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Sheryl Brahnam. 'Set of Texture Descriptors for Music Genre Classifcation.' In 22nd WSCG International Conference on Computer Graphics, Visualization and Computer Vision, Plzen, Czech Republic, 2014. (Link to article below and to conference from abstract). Abstract. BibTeX
Access paper - Stefano Ghidoni, Loris Nanni, Sheryl Brahnam, Emanuele Menegatti. 'Texture descriptors based on dijkstra's algorithm for medical image analysis.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 74-82, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier. 'Ensemble of local phase quantization variants with ternary encoding.' In Local binary patterns: New variants and new applications, 177-188, 2014. Access Book at Springer (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanulel Menegatti, Tonya Barrier. 'Different approaches for extracting information from the co-occurrence matrix.' In PLoS ONE, 8 (12): 1-9, 2013. PLoS ONE (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Automated Crowd Detection in Stadium Arenas.' In Proceedings of the NEDSI, New York, NY, pp. 536-545, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'An empirical study on the matrix-based protein representations and their combination with sequence-based approaches.' In Amino Acids, 44 (3): 887-901, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Virus image classification using different texture descriptors.' In Proceedings of the The 14th International Conference on Bioinformatics and Computational Biology (BIOCOMP'13), Las Vegas, pp. 56-61, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Alessandra Lumini. 'A secure multimatcher system for fingerprint verification.' In Proceedings of the NEDSI, New York, NY, pp. 511-522, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam, Mauro Migliardi. 'Ensemble of patterns of oriented edge magnitudes descriptors for face recognition.' In Proceedings of the The 17th International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'13), Las Vegas, pp. 675-680, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanulel Menegatti, Tonya Barrier. 'A comparison of methods for extracting information from the co-occurrence matrix for subcellular classification.' In Expert Systems with Applications, 40 (18): 7457-7467, 2013. Access via Science Direct (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Double committee adaBoost.' In Journal of King Saud University, 25 (1): 29-37, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Nicola Lazzarini, Carlo Fantozzi. 'Heterogeneous ensembles for the missing feature problem.' In Proceedings of the NEDSI, New York, NY, pp. 523-535, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Combining multiple approaches for gene microarray classification.' In Bioinformatics, 28 (8): 1151-1157, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A combination of methods for building ensemble of classifiers.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'12), 2012. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Wavelet images and chou's pseudo amino acid composition for protein classification.' In Amino Acids, 43 (2): 657-665, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'A classifier ensemble approach for the missing feature problem.' In Artificial Intelligence in Medicine, 55 (1): 37-50, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Survey on LBP based texture descriptors for image classification.' In Expert Systems with Applications, 39 (3): 3634-3641, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A simple method for improving local binary patterns by considering non-uniform patterns.' In Pattern Recognition, 45 (10): 3844–3852, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A very high performing system to discriminate tissues in mammograms as benign and malignant.' In Expert Systems with Applications, 39 (2): 1968-1971, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Matrix representation in pattern classification.' In Expert Systems with Applications, 39 (3): 3031-3036, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Random interest regions for object recognition based on texture descriptors and bag of features.' In Expert Systems with Applications, 39 (1): 973-977, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Cristiana Casanova, Loris Nanni, Alessandra Lumini. 'A Hybrid Fingerprint Multimatcher.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'12), 2012. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Likelihood Ratio based features for a trained biometric score fusion.' In Expert Systems With Applications, 38 (1): 58-63, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Fusion of lighting insensitive approaches for illumination robust face recognition.' In Biometrics: Theory, Applications and Issues: Nova Science Publishers, Inc. (Ellen R. Nichols, editor), 2011. Access Nova Science Publishers. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Artificial intelligence systems based on texture descriptors for vaccine development.' In Amino Acids, 40(2) 443-451, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Texture descriptors for generic pattern classification problems.' In Expert Systems With Applications, 8 (38): 9340-9345, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Combining different Local Binary Pattern variants to boost performance.' In Expert Systems With Applications, 38 (5): 6209-6216, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Local ternary patterns from three orthogonal planes for human action classification.' In Expert Systems With Applications, 38 (5): 5125-5128, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'High performance set of features for biometric data.' In International Journal of Automated Identification Technology (IJAIT), 2 (1): 1-7, 2010. (Note: Link to article location from abstract) Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Local Binary Patterns variants as texture descriptors for medical image analysis.' In Artificial Intelligence in Medicine, 49 (2): 117-125, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Selecting the best performing rotation invariant patterns in local binary/ternary patterns.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'10), pp. 369-375, 2010. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier. 'Data mining based on intelligent systems for decision support systems in healthcare.' In Advanced computational Intelligence Paradigms in Healthcare 5: Intelligent Decision Support Systems: Springer-Verlag (Sheryl Brahnam and Lakhmi C. Jain, editors), 45-65, 2010. Access Springer (Note: Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Advanced machine learning techniques for microarray spot quality classification.' In Neural Computing and Applications, 19(3) 471-475, 2010. Access Journal. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl brahnam, Alessandra Lumini. 'Novel Features for Automated Cell Phenotype Image Classification.' In Advances in Computational Biology: Advances in Experimental Medicine and Biology (AEMB) (Hamid R. Arabnia, editor), Vol. 680, 2010. Access Springer Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Jian-Yu Shi, Alessandra Lumini. 'Local phase quantization texture descriptor for protein classification.' In Proceedings of the International Conference on Bioinformatics and Computational Biology (Biocomp 2010), pp. 159-165, 2010. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Jian-Yu Shi, Sheryl Brahnam, Alessandra Lumini. 'Protein classification using texture descriptors extracted from the protein backbone image.' In Journal of Theoretical Biology, 264 (3): 1024-1032, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'High performance set of PseAAC and sequence based descriptors for protein classification.' In Journal of Theoretical Biology, 266 (1): 1-10, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states.' In Expert Systems With Applications, 37 (12): 7888-7894, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni. 'High performance set of features for human action classification.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV), Las Vegas, NV, pp. 980-984, 2009. Abstract. BibTeX (Paper as PDF)
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Animal Sound Clssification
- Loris Nanni, Yandre M. G. Costa, Rafael L. Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla Jr.. 'Ensemble of convolutional neural networks to improve animal audio classification.' In EURASIP Journal on Audio, Speech, and Music Processing, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Gianluca Maguolo.. 'Animal Sound Classification Using Dissimilarity Spaces.' In Applied Sciences, 10 (23): 8578, 2020. Abstract. BibTeX
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Audio Classification
- Loris Nanni, Daniela Cuza,, Sheryl Brahnam. 'Building Ensemble of Resnet for Dolphin Whistle Detection.' In Applied Sciences, 14 (5): 8029, 2023. Abstract. BibTeX
Access paper - Matheus H. C. Sudul, Rafael L. Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos Silla. 'Automatic Classification of Infant’s Cry Using Data Balancing and Hierarchical Classification Techniques.' In 2023 30th International Conference on Systems Signals and Image Processing (IWSSIP), 2023. Abstract. BibTeX
Access paper - Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci. 'An Ensemble of Convolutional Neural Networks for Audio Classification.' In Applied Sciences, 11 (5796): 2021. Abstract. BibTeX
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Automata
- K. Thiagarajan, P. Balasubramanian, K. Navaneetham, S. Brahnam. 'Amendable automaton for the language of finite strings of rectangular hilbert curve.' In Journal of Discrete Mathematical Sciences and Cryptography, 22 (6): 1129-1140, 2019. (Link to article from abstract). Abstract. BibTeX
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Bioinformatics
- Loris Nanni, Sheryl Brahnam, Gianluca Maguolo. 'Anatomical Therapeutic Chemical (ATC) Classification with Ensembles of Multi-Label Classifiers and Deep Features.' In International Journal of Natural Computing Research (IJNCR), 9 (3): 14, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Stefano Ghidoni, Sheryl Brahnam. 'Ensemble of Convolutional Neural Networks for Bioimage Classification.' In Applied Computing and Informatics, 2020. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam. 'iProStruct2D: Identifying protein structural classes by deep learning via 2D representations.' In Expert Systems With Applications, 142 (March): 113019, 2020. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini. 'Bioimage Classification with Handcrafted and Learned Features.' In IEEE ACM Transactions on Computational Biology and Bioinformatics, 16 (3): 874-885, 2019. (Link to article from abstract). Abstract. BibTeX
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Bioinformatics
- Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Ensemble of Deep Learning Approaches for ATC Classification.' In Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies, 159 117-125, 2019. (Link to article from abstract). Abstract. BibTeX
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Bioinformatics
- Loris Nanni, Sheryl Brahnam. 'Set of approaches based on 3D structure and Position Specific Scoring Matrix for predicting DNA-binding proteins.' In Bioinformatics, 35 (11): 1844-1851, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Rafael L. Aguiar Gustavo Z. Felipe. 'Identification of infants' cry motivation using spectrograms.' In Proceedings of the 2019 International Conference on Systems, Signals and Image Processing (IWSSIP), Osijek, Croatia, pp. 181-186, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam. 'Multi-label classifier based on histogram of gradients for predicting the anatomical therapeutic chemical class, classes of a given compound.' In Bioinformatics, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'An empirical study of different approaches for protein classification.' In The Scientific World Journal, 2014 (Article ID 236717): 1-17, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'A set of descriptors for identifying the protein-drug interaction in cellular networking.' In Journal of Theoretical Biology, 359 120-128, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam. 'Indirect immunofluorescence image classification using texture descriptors.' In Expert Systems with Applications, 41 (5): 2463-2471, 2014. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Prediction of protein structure classes by incorporating different protein descriptors into general Chou’s pseudo amino acid composition.' In Journal of Theoretical Biology, 360 109-116, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'An empirical study on the matrix-based protein representations and their combination with sequence-based approaches.' In Amino Acids, 44 (3): 887-901, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Virus image classification using different texture descriptors.' In Proceedings of the The 14th International Conference on Bioinformatics and Computational Biology (BIOCOMP'13), Las Vegas, pp. 56-61, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanulel Menegatti, Tonya Barrier. 'A comparison of methods for extracting information from the co-occurrence matrix for subcellular classification.' In Expert Systems with Applications, 40 (18): 7457-7467, 2013. Access via Science Direct (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Combining multiple approaches for gene microarray classification.' In Bioinformatics, 28 (8): 1151-1157, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Wavelet images and chou's pseudo amino acid composition for protein classification.' In Amino Acids, 43 (2): 657-665, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Artificial intelligence systems based on texture descriptors for vaccine development.' In Amino Acids, 40(2) 443-451, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Jian-Yu Shi, Sheryl Brahnam, Alessandra Lumini. 'Protein classification using texture descriptors extracted from the protein backbone image.' In Journal of Theoretical Biology, 264 (3): 1024-1032, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl brahnam, Alessandra Lumini. 'Novel Features for Automated Cell Phenotype Image Classification.' In Advances in Computational Biology: Advances in Experimental Medicine and Biology (AEMB) (Hamid R. Arabnia, editor), Vol. 680, 2010. Access Springer Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'High performance set of PseAAC and sequence based descriptors for protein classification.' In Journal of Theoretical Biology, 266 (1): 1-10, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Advanced machine learning techniques for microarray spot quality classification.' In Neural Computing and Applications, 19(3) 471-475, 2010. Access Journal. Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Jian-Yu Shi, Alessandra Lumini. 'Local phase quantization texture descriptor for protein classification.' In Proceedings of the International Conference on Bioinformatics and Computational Biology (Biocomp 2010), pp. 159-165, 2010. Abstract. BibTeX (Paper as PDF)
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Biometrics
- Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Face detection ensemble with methods using depth information to filter false positives.' In Sensors, 19 (5242): 1-18, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Matteo Munaro, Stefano Ghidoni, Emanuele Menegatti, Sheryl Brahnam. 'Ensemble of different approaches for a reliable person re-identification system.' In Applied Computing and Informatics, 12 (2): 142-153, 2016. (Link to article from abstract). Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Alessandra Lumini. 'A secure multimatcher system for fingerprint verification.' In Proceedings of the NEDSI, New York, NY, pp. 511-522, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Cristiana Casanova, Sheryl Brahnam, Alessandra Lumini. 'Empirical tests on enhancement techniques for a hybrid fingerprint matcher based on minutiae and texture.' In International Journal of Automated Identification Technology (IJAIT), 4 (1): 1-10, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Cristiana Casanova, Loris Nanni, Alessandra Lumini. 'A Hybrid Fingerprint Multimatcher.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'12), 2012. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A user dependent multiresolution approach for biometric data.' In International Journal of Information Technology and Management, 11 (1/2): 112-121, 2012. International Journal of Information Technology and Management (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Likelihood Ratio based features for a trained biometric score fusion.' In Expert Systems With Applications, 38 (1): 58-63, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Biohashing applied to an orientation-based minutia descriptor for a secure fingerprint authentication system.' In IET Electronics Letters, 47 (15): 851-853, 2011. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Fusion of lighting insensitive approaches for illumination robust face recognition.' In Biometrics: Theory, Applications and Issues: Nova Science Publishers, Inc. (Ellen R. Nichols, editor), 2011. Access Nova Science Publishers. Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'High performance set of features for biometric data.' In International Journal of Automated Identification Technology (IJAIT), 2 (1): 1-7, 2010. (Note: Link to article location from abstract) Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam. 'A Genetic algorithm for creating a set of color spaces for ear authentication.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV), Las Vegas, NV, pp. 971-975, 2009. Abstract. BibTeX (Paper as PDF)
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Cnn
- Loris Nanni, Sheryl Brahnam, Gianluca Maguolo. 'Data augmentation for building an ensemble of convolutional neural networks.' In Smart Innovation, Systems and Technologies, 145 61-70, 2019. (Link to article from abstract). Abstract. BibTeX
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Computer Vision
- Loris Nanni, Rafael Aguiar, Yandre Costa, Sheryl Brahnam, Carlos Nascimento Silla, Ricky Brattin. 'Bird and whale species identification using sound images.' In IET Computer Vision, 12 178-184, 2018. Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Rafael Aguiar, Carlos Nascimento Silla, Sheryl Brahnam. 'Ensemble of deep learning, visual and acoustic features for music genre classification.' In Journal of New Music Research, 47 (4): 383-397, 2018. Abstract. BibTeX
Access paper - Alessandra Lumini, Loris Nanni, Sheryl Brahnam. 'Ensemble of texture descriptors and classifiers for face recognition.' In Applied Computing and Informatics, 13 (1): 79-91, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Stefano Ghidoni, Sheryl Brahnam. 'Handcrafted vs non-handcrafted features for computer vision classification.' In Pattern Recognition, 71 158-172, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of texture descriptors obtained by varying feature transforms and preprocessing approaches.' In Applied Soft Computing, 61 (December): 8-16, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni. 'An ensemble of visual features for gaussians of local descriptors and non-binary coding for texture descriptors.' In Expert Systems with Applications, 82 27-39, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Diego Rafael Lucio, Carlos Nascimento Silla Junior, Sheryl Brahnam. 'Combining visual and acoustic features for audio classification tasks.' In Pattern Recognition Letters, 88 (March): 49-56, 2017. Abstract. BibTeX
Access paper - Loris Nanni, Matteo Munaro, Stefano Ghidoni, Emanuele Menegatti, Sheryl Brahnam. 'Ensemble of different approaches for a reliable person re-identification system.' In Applied Computing and Informatics, 12 (2): 142-153, 2016. (Link to article from abstract). Abstract. BibTeX
Access paper - Alessandra Lumini, Loris Nanni, Sheryl Brahnam. 'Multilayer Descriptors for Medical Image Classification.' In Computers in Biology and Medicine, 72 239-247, 2016. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Florentino Dos Santos, Sheryl Brahnam, Jari Hyttinen. 'Review on texture descriptors for image classification.' In Computer Vision and Simulation: Methods, Applications and Technology, 2016. Link to Book Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Diego Rafael Lucio, Carlos Nascimento Silla Junior, Sheryl Brahnam. 'Combining visual and acoustic features for bird species classification.' In Proceedings of the The annual IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp. 396-401, 2016. Abstract. BibTeX
Access paper - Florentino Luciano Caetano Dos Santos, Michelangelo Paci, Loris Nanni, Sheryl Brahnam, Jeri Hyttinen. 'Computer vision for virus image classification.' In Biosystems Engineering, 138 (October): 11-22, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini. 'Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification.' In Computational Intelligence and Neuroscience, ArticleID 909123 (2015): 1-10, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Sheryl Brahnam, Jennifer Roberts, Loris Nanni, Cathy Starr, Sandra Bailey. 'Design of a bullying detection/alert system for school-wide intervention.' In Proceedings of the Human Computer Interaction (LNCS 9170), pp. 1-11, 2015. (Note: Best Paper Award: HCI Area. Link to paper from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Improving the descriptors extracted from the cooccurrence matrix by preprocessing approaches.' In Expert Systems with Applications, 42 (22): 8989-9000, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of face/eye detectors for accurate automatic face detection.' In International Journal of Latest Research in Science and Technology (IJLRST), 4 (3): 8-18, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Weighted fusion of shape descriptor for robust shape classification.' In Horizons in Computer Science Research, 11 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Region-based approaches and descriptors extracted from the co-occurrence matrix.' In International Journal of Latest Research in Science and Technology (IJLRST), 3 (6): 192-200, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Stefano Ghidoni, Loris Nanni, Sheryl Brahnam, Emanuele Menegatti. 'Texture descriptors based on dijkstra's algorithm for medical image analysis.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 74-82, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano Dos Santos, Sheryl Brahnam, Jeri Hyttinen. 'Analysis of virus textures in transmission electron microscopy images.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 83-91, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam. 'Indirect immunofluorescence image classification using texture descriptors.' In Expert Systems with Applications, 41 (5): 2463-2471, 2014. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of different local descriptors, codebook generation methods and subwindow configurations for building a reliable computer vision system.' In Journal of King Saud University, 26 (2): 89-100, 2014. (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of shape descriptors for shape retrieval and classification.' In International Journal of Advanced Intelligence Paradigms, 6 (2): 136-156, 2014. (Link to article also available from abstract). Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Alessandra Lumini. 'A secure multimatcher system for fingerprint verification.' In Proceedings of the NEDSI, New York, NY, pp. 511-522, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam, Mauro Migliardi. 'Ensemble of patterns of oriented edge magnitudes descriptors for face recognition.' In Proceedings of the The 17th International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'13), Las Vegas, pp. 675-680, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Automated Crowd Detection in Stadium Arenas.' In Proceedings of the NEDSI, New York, NY, pp. 536-545, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A combination of methods for building ensemble of classifiers.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'12), 2012. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Survey on LBP based texture descriptors for image classification.' In Expert Systems with Applications, 39 (3): 3634-3641, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Random interest regions for object recognition based on texture descriptors and bag of features.' In Expert Systems with Applications, 39 (1): 973-977, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A very high performing system to discriminate tissues in mammograms as benign and malignant.' In Expert Systems with Applications, 39 (2): 1968-1971, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Cristiana Casanova, Sheryl Brahnam, Alessandra Lumini. 'Empirical tests on enhancement techniques for a hybrid fingerprint matcher based on minutiae and texture.' In International Journal of Automated Identification Technology (IJAIT), 4 (1): 1-10, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Cristiana Casanova, Loris Nanni, Alessandra Lumini. 'A Hybrid Fingerprint Multimatcher.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'12), 2012. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Texture descriptors for generic pattern classification problems.' In Expert Systems With Applications, 8 (38): 9340-9345, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Local ternary patterns from three orthogonal planes for human action classification.' In Expert Systems With Applications, 38 (5): 5125-5128, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Fusion of lighting insensitive approaches for illumination robust face recognition.' In Biometrics: Theory, Applications and Issues: Nova Science Publishers, Inc. (Ellen R. Nichols, editor), 2011. Access Nova Science Publishers. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Biohashing applied to an orientation-based minutia descriptor for a secure fingerprint authentication system.' In IET Electronics Letters, 47 (15): 851-853, 2011. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Combining different Local Binary Pattern variants to boost performance.' In Expert Systems With Applications, 38 (5): 6209-6216, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Local Binary Patterns variants as texture descriptors for medical image analysis.' In Artificial Intelligence in Medicine, 49 (2): 117-125, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Advanced machine learning techniques for microarray spot quality classification.' In Neural Computing and Applications, 19(3) 471-475, 2010. Access Journal. Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni. 'Predicting trait impressions of faces using local face recognition techniques.' In Expert Systems With Applications, 37(7) 5086-5093, 2010. (Note: Link to this paper is at the end of the abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl brahnam, Alessandra Lumini. 'Novel Features for Automated Cell Phenotype Image Classification.' In Advances in Computational Biology: Advances in Experimental Medicine and Biology (AEMB) (Hamid R. Arabnia, editor), Vol. 680, 2010. Access Springer Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states.' In Expert Systems With Applications, 37 (12): 7888-7894, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Selecting the best performing rotation invariant patterns in local binary/ternary patterns.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'10), pp. 369-375, 2010. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam, Loris Nanni. 'Predicting trait impressions of faces using classifier ensembles.' In Computational Intelligence: Collaboration, fusion and emergence. Intelligent systems reference library (ISRL), Vol. 1 (Christine L. Mumford and Lakhmi C. Jain, editors), 403-439, 2009. Access Springer. Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni. 'High performance set of features for human action classification.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV), Las Vegas, NV, pp. 980-984, 2009. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam. 'A Genetic algorithm for creating a set of color spaces for ear authentication.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV), Las Vegas, NV, pp. 971-975, 2009. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam, Loris Nanni, Sexton Randall. 'Neonatal Facial Pain Detection Using NNSOA and LSVM.' In Proceedings of the The 2008 International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'08), Las Vegas, Nevada, 2008. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam, Loris Nanni, Sexton Randall. 'Introduction to neonatal facial pain detection using common and advanced face classification techniques.' In Studies in Computational Intelligence (SCI) (Hiro Yoshida, Ashlesha Jain, Ajita Ichalkaranje, Lakhmi C. Jain, and Nikhil Ichalkaranje, editors), 48 225-253, 2007. Access Springer. Abstract. BibTeX
Access paper - Sheryl Brahnam, Chao-Fa Chuang, Randal S. Sexton, Frank Y. Shih. 'Machine assessment of neonatal facial expressions of acute pain.' In Decision Support Systems, 43 1247-1254, 2007. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack. 'Svm classification of neonatal facial images of pain.' In Fuzzy Logic and Applications (revised selected papers from the 6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005) Lecture Notes in computer Science, 3849 121-128, 2006. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack. 'Machine recognition and representation of neonatal facial displays of acute pain.' In Artificial Intelligence in Medicine, 36 (3): 211-222, 2006. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack. 'Svm classification of neonatal facial images of pain.' In Proceedings of the WILF 2005 6th International Workshop on Fuzzy Logic and Applications, Crema, Italy, 2005. Note: Revised paper was published in LNCS vol 3849 (see reference with same title for year 2006). BibTeX
- Sheryl Brahnam. 'A computational model of the trait impressions of the face for agent perception and smart face synthesis.' In Interdisciplinary Journal of Artificial Intelligence and the Simulation of Behaviour, 6 (1): 481-508, 2005. Access Journal Issue. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'Smart faces for smart agents: Notes on modeling the social impressions of the face for face synthesis.' In Proceedings of the The 6th International Conference on Computational Intelligence and Natural Computing - The 7th Joint Conference on Information Sciences (JCIS 2003), Cary, NC, pp. 1677-1680, 2003. BibTeX
- Sheryl Brahnam. 'Modeling physical personalities for virtual agents by modeling trait impressions of the face: A neural network analysis.' The Graduate Center of the City of New York, Department of Computer Science, New York, 2002. Abstract. BibTeX
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Conflict Management
- Sheryl Brahnam, Thomas M. Margavio, Michael A. Hignite, Tonya B. Barrier, Jerry M. Chin. 'A gender-based categorization for conflict resolution.' In Journal of Management Development, 24 (3): 197-208, 2005. Access Journal Issue. Abstract. BibTeX
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Conversational Agents
- Sheryl Brahnam, Margaret Weaver. 'Re/Framing virtual conversational partners: A feminist critique and tentative move towards a new design paradigm.' In Proceedings of the DUXU 2015 (LNCS 9187), pp. 1-12, 2015. (Note: Link to paper below and from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Antonella De Angeli. 'Gender affordances of conversational agents.' In Interacting with Computers, 24 (3): 139-153, 2012. Access Interacting with Computers. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Ethical considerations in the customer abuse of artificial agents.' In Proceedings of the 18th Annual International Business Ethics Conference, NYC, 2011. BibTeX
- Sheryl Brahnam, Marianthe Karanikas, Margaret Weaver. '(Un)dressing the interface: Exposing the foundational hci metaphor 'computer is woman'.' In Interacting with Computers, 23 (5): 401-412, 2011. Access Interacting with Computers. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Building character for artificial conversational agents: Ethos, ethics, believability, and credibility.' In PsychNology Journal, 7(1) 9-47, 2009. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Presentation entitled Undressing Conversational Agents: What The Turing Test Reveals.' In Proceedings of the Feminisms and Rhetorics. The presentation was given in the conference session entitled "I'm not a Feminist": The Complexities of Ethos in a Postmodern World (note: only conference session abstract published in proceedings). Presenters in this session included: Mara Cohen Ioannides, Marianthe Karanikas, and Margaret Weaver (session chair), Lansing, MI, 2009. BibTeX
- Antonella De Angeli, Sheryl Brahnam. 'I hate you: Disinhibition with virtual partners.' In Interacting with Computers, 20(2) 1247-1254, 2008. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Gendered bods and bot abuse.' In Proceedings of the CHI 2006 workshop Misuse and abuse of interactive technologies, Montrandamp;eacute;al, Quandamp;eacute;bec, Canada, 2006. Access Conference Papers. Abstract. BibTeX (Paper as PDF)
Access paper - Antonella De Angeli, Sheryl Brahnam. 'Sex stereotypes and conversational agents.' In Proceedings of the AVI 2006 workshop on Gender and interaction: Real and virtual women in a male world, Venice, Italy, 2006. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'The impossibility of collaborating with kathy: 'The stupid bitch'.' In M/C Journal, special editon on collaboration, 9 (2): 2006. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Notes on developing strategies for handling customer abuse of ECAs.' In Proceedings of the INTERACT 2005 workshop on ABUSE: The darker side of human-computer interaction, Rome, Italy, 62-67, 2005. Access Conference Papers. BibTeX
Access paper - Sheryl Brahnam. 'Type/face.' In M/C: A Journal of Media and Culture, 7 (1): 2004. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'A study in artificial personality from the perspective of the observer.' In Proceedings of the Modeling Other Agents from Observations (MOO), New York City, pp. 57-64, 2004. Access Conference Papers. BibTeX
- Sheryl Brahnam. 'Modeling the physical personality of the face for ECA self-presentation and interaction with users and the relation of physical personality to emotion.' In Proceedings of the AAMAS workshop on Embodied Conversational Agents: Balanced Perception and Action in ECAs, New York City, 26-33, 2004. BibTeX
- Sheryl Brahnam. 'Notes on evolving artifactual artisans from within the cultural space of the face.' In The 17th Annual Conference of the Society of Literature and Science: Rethinking Time + Space Across Science, Literature + the Arts, Austin, TX, 15, 2003. BibTeX
- Sheryl Brahnam. 'Person perception for social agents: Research on outfitting social agents with a facial trait perception system.' In Innovative concepts for agent-based systems, Lecture Notes in Computer Science, 2564 460-462, 2003. BibTeX
- Sheryl Brahnam. 'Smart faces for smart agents: Notes on modeling the social impressions of the face for face synthesis.' In Proceedings of the The 6th International Conference on Computational Intelligence and Natural Computing - The 7th Joint Conference on Information Sciences (JCIS 2003), Cary, NC, pp. 1677-1680, 2003. BibTeX
- Sheryl Brahnam. 'Modeling physical personalities for virtual agents by modeling trait impressions of the face: A neural network analysis.' The Graduate Center of the City of New York, Department of Computer Science, New York, 2002. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Self-adapting face interfaces: Task-reflecting embodiment.' In Proceedings of the first GSFC/JPL Workshop on Radical Agent Concepts (WRAC), NASA Goddard Space Flight Center, Greenbelt, MD, 2002. BibTeX
- Sheryl Brahnam. 'Agents as artists: Automating socially intelligent embodiment.' In Proceedings of the CHI 2002 First International Workshop on the Philosophy and Design of Socially Adept Technologies, Minneapolis, MN, 15-18, 2002. BibTeX (Paper as PDF)
- Sheryl Brahnam. 'Creating physical personalities for agents with faces.' In Proceedings of the Second UM2001 Workshop on Attitudes, Personality and Emotions in User-Adapted Interactions, Sonthofen, Germany, 2001. Abstract. BibTeX (Paper as PDF)
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Creative Work
- Sheryl Brahnam, Nathan Hamilton. 'Description of a cell phone concert and sound performance.' In Proceedings of the Designing Interactive Systems Workshop on Designing Musical Interactions for Mobile Systems (DIS 2012), Newcastle, UK, 2012. Note: Access Program Abstract. BibTeX (Paper as PDF)
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Data Augmentation
- Loris Nanni, Daniela Cuza, Alessandra Lumini, Sheryl Brahnam. 'Polyp Segmentation with deep ensembles and data augmentationn.' In Artificial Intelligence and Machine Learning for Healthcare, 1 133-153, 2023. Abstract. BibTeX
Access paper - Riccardo Bravin, Loris Nanni, Andrea Loreggia, Sheryl Brahnam, Michelangelo Paci. 'Varied Image Data Augmentation Methods for Building Ensemble.' In IEEE Access, 11 8810-8823, 2023. Abstract. BibTeX
Access paper - Matheus H. C. Sudul, Rafael L. Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos Silla. 'Automatic Classification of Infant’s Cry Using Data Balancing and Hierarchical Classification Techniques.' In 2023 30th International Conference on Systems Signals and Image Processing (IWSSIP), 2023. Abstract. BibTeX
Access paper - Loris Nanni, Daniela Cuza,, Sheryl Brahnam. 'Building Ensemble of Resnet for Dolphin Whistle Detection.' In Applied Sciences, 14 (5): 8029, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Daniela Cuza, Alessandra Lumini, Sheryl Brahnam. 'Data augmentation for deep ensembles in polyp segmentation.' In Computational Intelligence based Solutions for Vision Systems, 1-8, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci. 'An Ensemble of Convolutional Neural Networks for Audio Classification.' In Applied Sciences, 11 (5796): 2021. Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini. 'Comparison of Different Image Data Augmentation Approaches.' In Journal of Imaging, 7 (12): 254, 2021. Abstract. BibTeX
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Deep Learning
- A. Dalui, R. Sarkar, S. Sharma, A. Ghosh, S. Brahnam, S. R. Dash. 'A Deep Convolutional Neural Network Approach to Recognize Bangla Handwritten Digits.' In 2024 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC), 2024. Abstract. BibTeX
Access paper - Matheus H. C. Sudul, Rafael L. Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos Silla. 'Automatic Classification of Infant’s Cry Using Data Balancing and Hierarchical Classification Techniques.' In 2023 30th International Conference on Systems Signals and Image Processing (IWSSIP), 2023. Abstract. BibTeX
Access paper - Loris Nanni, Daniela Cuza, Alessandra Lumini, Sheryl Brahnam. 'Polyp Segmentation with deep ensembles and data augmentationn.' In Artificial Intelligence and Machine Learning for Healthcare, 1 133-153, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Andrea Loreggia, Leonardo Barcellona. 'Heterogeneous Ensemble for Medical Data Classification.' In Analytics, 2 (3): 676-693, 2023. BibTeX
Access paper - Rekha Sahu, Kuldeep Mohanty, Satya Ranjan Dash, Sheryl Brahnam, Paola Barra. 'Prediction of Heart Attack and Death: Comparison between 1 Dcnn and Conventional Ml Approaches.' In Conference on Circuit, Power and Intelligent Systems, 2023 (CCPIS 2023), 2023. BibTeX
- Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Andrea Loreggia. 'Coupling RetinaFace and Depth Information to Filter False Positives.' In Applied Sciences, 13 (5): 2987, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Luca Trambaiollo, Sheryl Brahnam, Xiang Guo, Chancellor Woolsey. 'Ensemble of Networks for Multilabel Classification.' In Signals, 3 (4): 911-931, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Daniela Cuza,, Sheryl Brahnam. 'Building Ensemble of Resnet for Dolphin Whistle Detection.' In Applied Sciences, 14 (5): 8029, 2023. Abstract. BibTeX
Access paper - Riccardo Bravin, Loris Nanni, Andrea Loreggia, Sheryl Brahnam, Michelangelo Paci. 'Varied Image Data Augmentation Methods for Building Ensemble.' In IEEE Access, 11 8810-8823, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Daniela Cuza, Alessandra Lumini, Sheryl Brahnam. 'Data augmentation for deep ensembles in polyp segmentation.' In Computational Intelligence based Solutions for Vision Systems, 1-8, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Luca Trambaiollo, Sheryl Brahnam, Xiang Guo, Chancellor Woolsey. 'Ensemble of Networks for Multilabel Classification.' In Signals, 3 (4): 911-931, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini. 'Feature transforms for image data augmentation.' In Neural Computing and Applications, 34 (24): 22345-22356, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Michelangelo Paci, Stefano Ghidoni. 'Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets.' In Sensors, 22 (16): 6129, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Alessandro Manfè, and GianlucaMaguolo, Alessandra Lumini, Sheryl Brahnam. 'High performing ensemble of convolutional neural networks for insect pest image detection.' In Ecological Informatics, 7 (101515): 67, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini. 'Comparison of Different Image Data Augmentation Approaches.' In Journal of Imaging, 7 (12): 254, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Stefano Ghidoni, Sheryl BrahnamStefano Ghidoni. 'Deep features for training support vector machines.' In Journal of Imaging, 7 (9): 177, 2021. Abstract. BibTeX
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Dissimilarity Spaces
- Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini. 'Experiments of image classification using dissimilarity spaces built with siamese networks.' In Sensors, 21 (1573): 1-18, 2021. Abstract. BibTeX
Access paper - Diego Baldissera, Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Postprocessing for skin detection.' In Journal of Imaging, 7 (6(95)): 1-14, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Gianluca Maguolo.. 'Animal Sound Classification Using Dissimilarity Spaces.' In Applied Sciences, 10 (23): 8578, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Andrea Rigo, Alessandra Lumini, Sheryl Brahnam. 'Spectrogram Classification Using Dissimilarity Space.' In Sensors, 10 (12): 4176, 2020. Abstract. BibTeX
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Distance Psychotherapy
- Sheryl Brahnam. 'Comparison of in-person and screen-based analysis using communication models: A first step towards the psychoanalysis of telecommunications and its noise.' In Psychoanalytic Perspectives, 14 1-21, 2017. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Therapeutic presence in mediated psychotherapy: The uncanny stranger in the room.' In Interacting with Presence: HCI and the sense of presence in computer-mediated environments, 123-138, 2014. (Note: Publishers published first draft by mistake in the book but online version of chapter is correct) Abstract. BibTeX (Paper as PDF)
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Education
Ensembles
- Loris Nanni, Luca Trambaiollo, Sheryl Brahnam, Xiang Guo, Chancellor Woolsey. 'Ensemble of Networks for Multilabel Classification.' In Signals, 3 (4): 911-931, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Andrea Loreggia, Leonardo Barcellona. 'Heterogeneous Ensemble for Medical Data Classification.' In Analytics, 2 (3): 676-693, 2023. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Michelangelo Paci, Stefano Ghidoni. 'Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets.' In Sensors, 22 (16): 6129, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini. 'Feature transforms for image data augmentation.' In Neural Computing and Applications, 34 (24): 22345-22356, 2022. Abstract. BibTeX
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Enterprise Systems
- Rick L. Brattin, Joshua M. Davis, Sheryl Brahnam. 'Influencing the relationship between job clarity and turnover intention through user training during enterprise system implementation.' In Information Management and Business Review, 10 (4): 22-37, 2019. (Link to article from abstract). Abstract. BibTeX
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Ethics And Culture
- Sheryl Brahnam. 'To hear--To say: The mediating presence of the healing witness.' In AI and Society, 27 (1): 53-90, 2012. Access AI and Society. (Note: Below is author's CORRECTED manuscript. Link to published article is available from abstract) Abstract. BibTeX (Paper as PDF)
- Sheryl Brahnam. 'Ethical considerations in the customer abuse of artificial agents.' In Proceedings of the 18th Annual International Business Ethics Conference, NYC, 2011. BibTeX
- Sheryl Brahnam, Marianthe Karanikas, Margaret Weaver. '(Un)dressing the interface: Exposing the foundational hci metaphor 'computer is woman'.' In Interacting with Computers, 23 (5): 401-412, 2011. Access Interacting with Computers. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Presentation entitled Undressing Conversational Agents: What The Turing Test Reveals.' In Proceedings of the Feminisms and Rhetorics. The presentation was given in the conference session entitled "I'm not a Feminist": The Complexities of Ethos in a Postmodern World (note: only conference session abstract published in proceedings). Presenters in this session included: Mara Cohen Ioannides, Marianthe Karanikas, and Margaret Weaver (session chair), Lansing, MI, 2009. BibTeX
- Sheryl Brahnam. 'Building character for artificial conversational agents: Ethos, ethics, believability, and credibility.' In PsychNology Journal, 7(1) 9-47, 2009. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Failure to thrive: Value scenarios within the framework of well-being and flourishing.' In Proceedings of the CHI 2008 Workshop on Values, Value and Worth: Their Relationship to HCI?, Florence, Italy, 2008. Abstract. BibTeX (Paper as PDF)
Access paper - Antonella De Angeli, Sheryl Brahnam. 'I hate you: Disinhibition with virtual partners.' In Interacting with Computers, 20(2) 1247-1254, 2008. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - De Angeli,, Sheryl Brahnam. 'Facing Emotions: Responsible experiential design.' In Proceedings of the INTERACT 2007 Extended Proceedings, Rio De Janeiro, Brazil(http://www.facingemotions.org/cg/index.html), pp. 9-10, 2007. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'The impossibility of collaborating with kathy: 'The stupid bitch'.' In M/C Journal, special editon on collaboration, 9 (2): 2006. Abstract. BibTeX
Access paper - Antonella De Angeli, Sheryl Brahnam. 'Sex stereotypes and conversational agents.' In Proceedings of the AVI 2006 workshop on Gender and interaction: Real and virtual women in a male world, Venice, Italy, 2006. Abstract. BibTeX (Paper as PDF)
Access paper - Antonella De Angeli, Sheryl Brahnam, Peter Wallis, Alan Dix. 'Misuse and abuse of interactive technologies.' In Proceedings of the CHI 2006, Montrandamp;eacute;al, Quandamp;eacute;bec, Canada, 2006. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'Gendered bods and bot abuse.' In Proceedings of the CHI 2006 workshop Misuse and abuse of interactive technologies, Montrandamp;eacute;al, Quandamp;eacute;bec, Canada, 2006. Access Conference Papers. Abstract. BibTeX (Paper as PDF)
Access paper - Antonella De Angeli, Sheryl Brahnam, Peter Wallis. 'Abuse: the darker side of human-computer interaction.' In Proceedings of the INTERACT 2005, Rome, Italy, pp. 91-92, 2005. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'Notes on developing strategies for handling customer abuse of ECAs.' In Proceedings of the INTERACT 2005 workshop on ABUSE: The darker side of human-computer interaction, Rome, Italy, 62-67, 2005. Access Conference Papers. BibTeX
Access paper - Sheryl Brahnam. 'Type/face.' In M/C: A Journal of Media and Culture, 7 (1): 2004. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Notes on evolving artifactual artisans from within the cultural space of the face.' In The 17th Annual Conference of the Society of Literature and Science: Rethinking Time + Space Across Science, Literature + the Arts, Austin, TX, 15, 2003. BibTeX
Face Detection
- Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Andrea Loreggia. 'Coupling RetinaFace and Depth Information to Filter False Positives.' In Applied Sciences, 13 (5): 2987, 2023. Abstract. BibTeX
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Facial Perception Recognition
- Sheryl Brahnam, Loris Nanni. 'Predicting trait impressions of faces using local face recognition techniques.' In Expert Systems With Applications, 37(7) 5086-5093, 2010. (Note: Link to this paper is at the end of the abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni. 'Predicting trait impressions of faces using classifier ensembles.' In Computational Intelligence: Collaboration, fusion and emergence. Intelligent systems reference library (ISRL), Vol. 1 (Christine L. Mumford and Lakhmi C. Jain, editors), 403-439, 2009. Access Springer. Abstract. BibTeX
Access paper - Harry L. Hom Jr., Timothy S. Freeman, Sheryl Brahnam, Jessica L. Guccione, Sara C. Ayres. 'Hindsight bias in emotional facial expressions.' In Proceedings of the Poster presentation at the Annual Convention of the Southwestern Psychological Association (SWPA), Fort Dallas, TX, 2007. Abstract. BibTeX
- Sheryl Brahnam. 'A computational model of the trait impressions of the face for agent perception and smart face synthesis.' In Interdisciplinary Journal of Artificial Intelligence and the Simulation of Behaviour, 6 (1): 481-508, 2005. Access Journal Issue. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'Modeling the physical personality of the face for ECA self-presentation and interaction with users and the relation of physical personality to emotion.' In Proceedings of the AAMAS workshop on Embodied Conversational Agents: Balanced Perception and Action in ECAs, New York City, 26-33, 2004. BibTeX
- Sheryl Brahnam. 'Artificial personality and the need to include the observational perspectives more centrally in the research agenda.' In Proceedings of the Modeling Other Agents from Observations (MOO), New York City, pp. 109-112, 2004. Access Conference Papers. Abstract. BibTeX (Paper as PDF)
- Sheryl Brahnam. 'A study in artificial personality from the perspective of the observer.' In Proceedings of the Modeling Other Agents from Observations (MOO), New York City, pp. 57-64, 2004. Access Conference Papers. BibTeX
- Sheryl Brahnam. 'Type/face.' In M/C: A Journal of Media and Culture, 7 (1): 2004. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Smart faces for smart agents: Notes on modeling the social impressions of the face for face synthesis.' In Proceedings of the The 6th International Conference on Computational Intelligence and Natural Computing - The 7th Joint Conference on Information Sciences (JCIS 2003), Cary, NC, pp. 1677-1680, 2003. BibTeX
- Sheryl Brahnam. 'Person perception for social agents: Research on outfitting social agents with a facial trait perception system.' In Innovative concepts for agent-based systems, Lecture Notes in Computer Science, 2564 460-462, 2003. BibTeX
- Sheryl Brahnam. 'Notes on evolving artifactual artisans from within the cultural space of the face.' In The 17th Annual Conference of the Society of Literature and Science: Rethinking Time + Space Across Science, Literature + the Arts, Austin, TX, 15, 2003. BibTeX
- Sheryl Brahnam. 'Modeling physical personalities for virtual agents by modeling trait impressions of the face: A neural network analysis.' The Graduate Center of the City of New York, Department of Computer Science, New York, 2002. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Self-adapting face interfaces: Task-reflecting embodiment.' In Proceedings of the first GSFC/JPL Workshop on Radical Agent Concepts (WRAC), NASA Goddard Space Flight Center, Greenbelt, MD, 2002. BibTeX
- Sheryl Brahnam. 'Agents as artists: Automating socially intelligent embodiment.' In Proceedings of the CHI 2002 First International Workshop on the Philosophy and Design of Socially Adept Technologies, Minneapolis, MN, 15-18, 2002. BibTeX (Paper as PDF)
- Sheryl Brahnam. 'Creating physical personalities for agents with faces.' In Proceedings of the Second UM2001 Workshop on Attitudes, Personality and Emotions in User-Adapted Interactions, Sonthofen, Germany, 2001. Abstract. BibTeX (Paper as PDF)
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Features
- Loris Nanni, Stefano Ghidoni, Sheryl BrahnamStefano Ghidoni. 'Deep features for training support vector machines.' In Journal of Imaging, 7 (9): 177, 2021. Abstract. BibTeX
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Filtering
- Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Andrea Loreggia. 'Coupling RetinaFace and Depth Information to Filter False Positives.' In Applied Sciences, 13 (5): 2987, 2023. Abstract. BibTeX
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Gender
- Sheryl Brahnam, Margaret Weaver. 'Re/Framing virtual conversational partners: A feminist critique and tentative move towards a new design paradigm.' In Proceedings of the DUXU 2015 (LNCS 9187), pp. 1-12, 2015. (Note: Link to paper below and from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Antonella De Angeli. 'Gender affordances of conversational agents.' In Interacting with Computers, 24 (3): 139-153, 2012. Access Interacting with Computers. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Marianthe Karanikas, Margaret Weaver. '(Un)dressing the interface: Exposing the foundational hci metaphor 'computer is woman'.' In Interacting with Computers, 23 (5): 401-412, 2011. Access Interacting with Computers. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Presentation entitled Undressing Conversational Agents: What The Turing Test Reveals.' In Proceedings of the Feminisms and Rhetorics. The presentation was given in the conference session entitled "I'm not a Feminist": The Complexities of Ethos in a Postmodern World (note: only conference session abstract published in proceedings). Presenters in this session included: Mara Cohen Ioannides, Marianthe Karanikas, and Margaret Weaver (session chair), Lansing, MI, 2009. BibTeX
- Antonella De Angeli, Sheryl Brahnam. 'Sex stereotypes and conversational agents.' In Proceedings of the AVI 2006 workshop on Gender and interaction: Real and virtual women in a male world, Venice, Italy, 2006. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'Gendered bods and bot abuse.' In Proceedings of the CHI 2006 workshop Misuse and abuse of interactive technologies, Montrandamp;eacute;al, Quandamp;eacute;bec, Canada, 2006. Access Conference Papers. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam, Thomas M. Margavio, Michael A. Hignite, Tonya B. Barrier, Jerry M. Chin. 'A gender-based categorization for conflict resolution.' In Journal of Management Development, 24 (3): 197-208, 2005. Access Journal Issue. Abstract. BibTeX
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Generic Classifier
- Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Texture descriptors for the generic pattern classification problem.' In Artificial Intelligence: Advances in Research and Applications, 105-120, 2018. (Link to book chapter from abstract). Abstract. BibTeX
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Hci
- Anthony Brooks, Sheryl Brahnam, Bill Kapralos, Lakhmi C. Jain. 'An overview of recent advances in technologies of inclusive well-being.' In Recent Advances in Technologies of Inclusive Well-being: From Worn to Off-body Sensing, Virtual worlds, and Games for Serious Applications, 1-11, 2017. Link to Book Abstract. BibTeX
Access paper - Cathy Starr, Sandra Bailey, Sheryl Brahnam, Jennifer Roberts. 'Historical registry of our families through textiles.' In Proceedings of the Human Computer Interaction (LNCS 9171), pp. 1-8, 2015. (Note: Link to paper from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Margaret Weaver. 'Re/Framing virtual conversational partners: A feminist critique and tentative move towards a new design paradigm.' In Proceedings of the DUXU 2015 (LNCS 9187), pp. 1-12, 2015. (Note: Link to paper below and from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Jennifer Roberts, Loris Nanni, Cathy Starr, Sandra Bailey. 'Design of a bullying detection/alert system for school-wide intervention.' In Proceedings of the Human Computer Interaction (LNCS 9170), pp. 1-11, 2015. (Note: Best Paper Award: HCI Area. Link to paper from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Anthony L. Brooks. 'Two innovative healthcare technologies at the intersection of serious games, alternative realities, and play therapy.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 153-162, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Sheryl Brahnam. 'HCI prototyping and modeling of future psychotherapy technologies in second life.' In HCII14, (LNCS 8510): 273-284, 2014. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Anthony Brooks, Sheryl Brahnam, Lakhmi C. Jain. 'Technologies of inclusive well-being at the intersection of serious games, alternative realities, and play therapy.' In Medical technologies of inclusive well-being: Serious games, alternative realities, and play therapy, 2014. Link to Book BibTeX
Access paper - Sheryl Brahnam. 'Therapeutic presence in mediated psychotherapy: The uncanny stranger in the room.' In Interacting with Presence: HCI and the sense of presence in computer-mediated environments, 123-138, 2014. (Note: Publishers published first draft by mistake in the book but online version of chapter is correct) Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'Theory-guided virtual reality psychotherapies: Going beyond CBT-based approaches.' In Virtual, Augmented and Mixed Reality. Systems and Applications, 8022 12-21, 2013. (Note: Below is author's manuscript. Link to published article is available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Antonella De Angeli. 'Gender affordances of conversational agents.' In Interacting with Computers, 24 (3): 139-153, 2012. Access Interacting with Computers. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Ethical considerations in the customer abuse of artificial agents.' In Proceedings of the 18th Annual International Business Ethics Conference, NYC, 2011. BibTeX
- Sheryl Brahnam, Marianthe Karanikas, Margaret Weaver. '(Un)dressing the interface: Exposing the foundational hci metaphor 'computer is woman'.' In Interacting with Computers, 23 (5): 401-412, 2011. Access Interacting with Computers. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Building character for artificial conversational agents: Ethos, ethics, believability, and credibility.' In PsychNology Journal, 7(1) 9-47, 2009. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Presentation entitled Undressing Conversational Agents: What The Turing Test Reveals.' In Proceedings of the Feminisms and Rhetorics. The presentation was given in the conference session entitled "I'm not a Feminist": The Complexities of Ethos in a Postmodern World (note: only conference session abstract published in proceedings). Presenters in this session included: Mara Cohen Ioannides, Marianthe Karanikas, and Margaret Weaver (session chair), Lansing, MI, 2009. BibTeX
- Sheryl Brahnam. 'Failure to thrive: Value scenarios within the framework of well-being and flourishing.' In Proceedings of the CHI 2008 Workshop on Values, Value and Worth: Their Relationship to HCI?, Florence, Italy, 2008. Abstract. BibTeX (Paper as PDF)
Access paper - Antonella De Angeli, Sheryl Brahnam. 'I hate you: Disinhibition with virtual partners.' In Interacting with Computers, 20(2) 1247-1254, 2008. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - De Angeli,, Sheryl Brahnam. 'Facing Emotions: Responsible experiential design.' In Proceedings of the INTERACT 2007 Extended Proceedings, Rio De Janeiro, Brazil(http://www.facingemotions.org/cg/index.html), pp. 9-10, 2007. Abstract. BibTeX
Access paper - Antonella De Angeli, Sheryl Brahnam. 'Sex stereotypes and conversational agents.' In Proceedings of the AVI 2006 workshop on Gender and interaction: Real and virtual women in a male world, Venice, Italy, 2006. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'The impossibility of collaborating with kathy: 'The stupid bitch'.' In M/C Journal, special editon on collaboration, 9 (2): 2006. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Gendered bods and bot abuse.' In Proceedings of the CHI 2006 workshop Misuse and abuse of interactive technologies, Montrandamp;eacute;al, Quandamp;eacute;bec, Canada, 2006. Access Conference Papers. Abstract. BibTeX (Paper as PDF)
Access paper - Antonella De Angeli, Sheryl Brahnam, Peter Wallis, Alan Dix. 'Misuse and abuse of interactive technologies.' In Proceedings of the CHI 2006, Montrandamp;eacute;al, Quandamp;eacute;bec, Canada, 2006. Abstract. BibTeX (Paper as PDF)
Access paper - Antonella De Angeli, Sheryl Brahnam, Peter Wallis. 'Abuse: the darker side of human-computer interaction.' In Proceedings of the INTERACT 2005, Rome, Italy, pp. 91-92, 2005. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'Notes on developing strategies for handling customer abuse of ECAs.' In Proceedings of the INTERACT 2005 workshop on ABUSE: The darker side of human-computer interaction, Rome, Italy, 62-67, 2005. Access Conference Papers. BibTeX
Access paper - Sheryl Brahnam. 'Artificial personality and the need to include the observational perspectives more centrally in the research agenda.' In Proceedings of the Modeling Other Agents from Observations (MOO), New York City, pp. 109-112, 2004. Access Conference Papers. Abstract. BibTeX (Paper as PDF)
- Sheryl Brahnam. 'Towards smart embodiment for virtual agents.' In Proceedings of the Third International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS 04, New York City, pp. 1268-1269, 2004. Access Conference Paper. Abstract. BibTeX
- Sheryl Brahnam. 'Modeling the physical personality of the face for ECA self-presentation and interaction with users and the relation of physical personality to emotion.' In Proceedings of the AAMAS workshop on Embodied Conversational Agents: Balanced Perception and Action in ECAs, New York City, 26-33, 2004. BibTeX
- Sheryl Brahnam. 'A study in artificial personality from the perspective of the observer.' In Proceedings of the Modeling Other Agents from Observations (MOO), New York City, pp. 57-64, 2004. Access Conference Papers. BibTeX
- Sheryl Brahnam. 'Notes on evolving artifactual artisans from within the cultural space of the face.' In The 17th Annual Conference of the Society of Literature and Science: Rethinking Time + Space Across Science, Literature + the Arts, Austin, TX, 15, 2003. BibTeX
- Sheryl Brahnam. 'Person perception for social agents: Research on outfitting social agents with a facial trait perception system.' In Innovative concepts for agent-based systems, Lecture Notes in Computer Science, 2564 460-462, 2003. BibTeX
- Sheryl Brahnam. 'Smart faces for smart agents: Notes on modeling the social impressions of the face for face synthesis.' In Proceedings of the The 6th International Conference on Computational Intelligence and Natural Computing - The 7th Joint Conference on Information Sciences (JCIS 2003), Cary, NC, pp. 1677-1680, 2003. BibTeX
- Sheryl Brahnam. 'Self-adapting face interfaces: Task-reflecting embodiment.' In Proceedings of the first GSFC/JPL Workshop on Radical Agent Concepts (WRAC), NASA Goddard Space Flight Center, Greenbelt, MD, 2002. BibTeX
- Sheryl Brahnam. 'Modeling physical personalities for virtual agents by modeling trait impressions of the face: A neural network analysis.' The Graduate Center of the City of New York, Department of Computer Science, New York, 2002. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Agents as artists: Automating socially intelligent embodiment.' In Proceedings of the CHI 2002 First International Workshop on the Philosophy and Design of Socially Adept Technologies, Minneapolis, MN, 15-18, 2002. BibTeX (Paper as PDF)
- Sheryl Brahnam. 'Creating physical personalities for agents with faces.' In Proceedings of the Second UM2001 Workshop on Attitudes, Personality and Emotions in User-Adapted Interactions, Sonthofen, Germany, 2001. Abstract. BibTeX (Paper as PDF)
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Infant Pain
- Matheus H. C. Sudul, Rafael L. Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos Silla. 'Automatic Classification of Infant’s Cry Using Data Balancing and Hierarchical Classification Techniques.' In 2023 30th International Conference on Systems Signals and Image Processing (IWSSIP), 2023. Abstract. BibTeX
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Media Studies
- Sheryl Brahnam. 'Therapeutic presence in mediated psychotherapy: The uncanny stranger in the room.' In Interacting with Presence: HCI and the sense of presence in computer-mediated environments, 123-138, 2014. (Note: Publishers published first draft by mistake in the book but online version of chapter is correct) Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'To hear--To say: The mediating presence of the healing witness.' In AI and Society, 27 (1): 53-90, 2012. Access AI and Society. (Note: Below is author's CORRECTED manuscript. Link to published article is available from abstract) Abstract. BibTeX (Paper as PDF)
Medical Dss
- Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier. 'Ensemble of local phase quantization variants with ternary encoding.' In Local binary patterns: New variants and new applications, 177-188, 2014. Access Book at Springer (Link to article also available from abstract). Abstract. BibTeX
Access paper - Sheryl Brahnam, Lakhmi C. Jain, Alessandra Lumini, Loris Nanni. 'Introduction to Local Binary Patterns-New variants and new applications.' In Local binary patterns: New variants and new applications, 1-13, 2014. Access Book at Springer (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A very high performing system to discriminate tissues in mammograms as benign and malignant.' In Expert Systems with Applications, 39 (2): 1968-1971, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Lakhmi C. Jain. 'Virtual reality in psychotherapy, rehabilitation, and assessment.' In Advanced computational Intelligence Paradigms in Healthcare 6: Virtual Reality in Psychotherapy, Rehabilitation, and Assessment, Springer, 2011. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Artificial intelligence systems based on texture descriptors for vaccine development.' In Amino Acids, 40(2) 443-451, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states.' In Expert Systems With Applications, 37 (12): 7888-7894, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier. 'Data mining based on intelligent systems for decision support systems in healthcare.' In Advanced computational Intelligence Paradigms in Healthcare 5: Intelligent Decision Support Systems: Springer-Verlag (Sheryl Brahnam and Lakhmi C. Jain, editors), 45-65, 2010. Access Springer (Note: Link to article also available from abstract). Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Jian-Yu Shi, Alessandra Lumini. 'Local phase quantization texture descriptor for protein classification.' In Proceedings of the International Conference on Bioinformatics and Computational Biology (Biocomp 2010), pp. 159-165, 2010. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Advanced machine learning techniques for microarray spot quality classification.' In Neural Computing and Applications, 19(3) 471-475, 2010. Access Journal. Abstract. BibTeX
Access paper - Sheryl Brahnam, Lakhmi C. Jain. 'Intelligent Decision Support Systems in Healthcare.' In Advanced computational Intelligence Paradigms in Healthcare 5: Intelligent Decision Support Systems: Springer-Verlag, 3-10, 2010. Access Springer (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Local Binary Patterns variants as texture descriptors for medical image analysis.' In Artificial Intelligence in Medicine, 49 (2): 117-125, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Sexton Randall. 'Neonatal Facial Pain Detection Using NNSOA and LSVM.' In Proceedings of the The 2008 International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'08), Las Vegas, Nevada, 2008. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam, Chao-Fa Chuang, Randal S. Sexton, Frank Y. Shih. 'Machine assessment of neonatal facial expressions of acute pain.' In Decision Support Systems, 43 1247-1254, 2007. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Sexton Randall. 'Introduction to neonatal facial pain detection using common and advanced face classification techniques.' In Studies in Computational Intelligence (SCI) (Hiro Yoshida, Ashlesha Jain, Ajita Ichalkaranje, Lakhmi C. Jain, and Nikhil Ichalkaranje, editors), 48 225-253, 2007. Access Springer. Abstract. BibTeX
Access paper - Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack. 'Machine recognition and representation of neonatal facial displays of acute pain.' In Artificial Intelligence in Medicine, 36 (3): 211-222, 2006. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack. 'Svm classification of neonatal facial images of pain.' In Fuzzy Logic and Applications (revised selected papers from the 6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005) Lecture Notes in computer Science, 3849 121-128, 2006. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack. 'Svm classification of neonatal facial images of pain.' In Proceedings of the WILF 2005 6th International Workshop on Fuzzy Logic and Applications, Crema, Italy, 2005. Note: Revised paper was published in LNCS vol 3849 (see reference with same title for year 2006). BibTeX
Medical Imagery
- Filippo Berno, Loris Nanni, Gianluca Maguolo, Sheryl Brahnam. 'Ensembles of convolutional neural networks with different activation functions for small to medium size biomedical datasets.' In In Machine Learning in Medicine edited by A. El-Baz and J. S. Suri, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Davide Sarraggiotto, Alessandra Lumini. 'Closing the performance gap between siamese networks for dissimilarity image classification and convolutional neural networks.' In Sensors, 21 (17): 5809, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini. 'Comparison of Different Image Data Augmentation Approaches.' In Journal of Imaging, 7 (12): 254, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Stefano Ghidoni, Sheryl BrahnamStefano Ghidoni. 'Deep features for training support vector machines.' In Journal of Imaging, 7 (9): 177, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Rick Brattin, Stefano Ghidoni, Lakhmi C. Jain. 'An introduction to deep learners and deep learner descriptors for medical applications.' In In Deep Learners and Deep Learner Descriptors for Medical Applications - Intelligent Systems Reference Library, 186 1-5, 2020. Abstract. BibTeX
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Medicine
- Sheryl Brahnam, Loris Nanni, Shannon McMurtrey, Alessandra Lumini, Rick Brattin, Melinda R. Slack, Tonya Barrier. 'Neonatal pain detection in videos using the iCOPEvid dataset and an ensemble of descriptors extracted from gaussian of local descriptors.' In Applied Computing and Informatics, 2020. (Link to article from abstract). Abstract. BibTeX
Access paper - Luigi Celona, Sheryl Brahnam, Simone Bianco. 'Getting the most of few data for neonatal pain assessment.' In Proceedings of the PervasiveHealth 2019 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019. (Link to article from abstract). BibTeX
- Loris Nanni, Sheryl Brahnam, Christian Salvatore, Isabella Castiglioni. 'Texture descriptors and voxels for the early diagnosis of Alzheimer's disease.' In Artificial Intelligence in Medicine, 97 (June): 19-26, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni. 'An ensemble of visual features for gaussians of local descriptors and non-binary coding for texture descriptors.' In Expert Systems with Applications, 82 27-39, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Alessandra Lumini, Loris Nanni, Sheryl Brahnam. 'Multilayer Descriptors for Medical Image Classification.' In Computers in Biology and Medicine, 72 239-247, 2016. (Link to article from abstract). Abstract. BibTeX
Access paper - Florentino Luciano Caetano Dos Santos, Michelangelo Paci, Loris Nanni, Sheryl Brahnam, Jeri Hyttinen. 'Computer vision for virus image classification.' In Biosystems Engineering, 138 (October): 11-22, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Stefano Ghidoni, Loris Nanni, Sheryl Brahnam, Emanuele Menegatti. 'Texture descriptors based on dijkstra's algorithm for medical image analysis.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 74-82, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Sheryl Brahnam, Anthony L. Brooks. 'Two innovative healthcare technologies at the intersection of serious games, alternative realities, and play therapy.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 153-162, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano Dos Santos, Sheryl Brahnam, Jeri Hyttinen. 'Analysis of virus textures in transmission electron microscopy images.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 83-91, 2014. (Link to article from abstract). Abstract. BibTeX
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Models
- S Berlin Brahnam. 'On lacan's neglected computational model and the oedipal structure: an expanded introduction to "primordia of après-coup, fractal memory, and hidden letters: working the exercises in lacan's seminar on the purloined letter".' In S: Journal of the Circle for Lacanian Ideology Critique, 10 and 11 261-274, 2018. BibTeX (Paper as PDF)
Access paper - S Berlin Brahnam. 'Primordia of Aprés-Coup, Fractal Memory, and Hidden Letters: Working the exercises in Lacan's seminar on "The purloined letter".' In S: Journal of the Circle for Lacanian Ideology Critique, 10 and 11 202-244, 2018. BibTeX (Paper as PDF)
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Multiclassifier Systems
- Loris Nanni, Daniela Cuza, Alessandra Lumini, Sheryl Brahnam. 'Polyp Segmentation with deep ensembles and data augmentationn.' In Artificial Intelligence and Machine Learning for Healthcare, 1 133-153, 2023. Abstract. BibTeX
Access paper - Riccardo Bravin, Loris Nanni, Andrea Loreggia, Sheryl Brahnam, Michelangelo Paci. 'Varied Image Data Augmentation Methods for Building Ensemble.' In IEEE Access, 11 8810-8823, 2023. Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems.' In Advances in Selected Artificial Intelligence Areas Learning and Analytics in Intelligent Systems, 24 77–102, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Neural networks for Anatomical Therapeutic Chemical (ATC).' In Applied Computing and Informatics, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Alessandro Manfè, and GianlucaMaguolo, Alessandra Lumini, Sheryl Brahnam. 'High performing ensemble of convolutional neural networks for insect pest image detection.' In Ecological Informatics, 7 (101515): 67, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Luca Trambaiollo, Sheryl Brahnam, Xiang Guo, Chancellor Woolsey. 'Ensemble of Networks for Multilabel Classification.' In Signals, 3 (4): 911-931, 2022. Abstract. BibTeX
Access paper - Loris Nanni, Daniela Cuza, Alessandra Lumini, Sheryl Brahnam. 'Data augmentation for deep ensembles in polyp segmentation.' In Computational Intelligence based Solutions for Vision Systems, 1-8, 2022. Abstract. BibTeX
Access paper - Diego Baldissera, Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Postprocessing for skin detection.' In Journal of Imaging, 7 (6(95)): 1-14, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Davide Sarraggiotto, Alessandra Lumini. 'Closing the performance gap between siamese networks for dissimilarity image classification and convolutional neural networks.' In Sensors, 21 (17): 5809, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Stefano Ghidoni, Sheryl BrahnamStefano Ghidoni. 'Deep features for training support vector machines.' In Journal of Imaging, 7 (9): 177, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini. 'Comparison of Different Image Data Augmentation Approaches.' In Journal of Imaging, 7 (12): 254, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci. 'An Ensemble of Convolutional Neural Networks for Audio Classification.' In Applied Sciences, 11 (5796): 2021. Abstract. BibTeX
Access paper - Filippo Berno, Loris Nanni, Gianluca Maguolo, Sheryl Brahnam. 'Ensembles of convolutional neural networks with different activation functions for small to medium size biomedical datasets.' In In Machine Learning in Medicine edited by A. El-Baz and J. S. Suri, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini. 'Experiments of image classification using dissimilarity spaces built with siamese networks.' In Sensors, 21 (1573): 1-18, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Gianluca Maguolo.. 'Animal Sound Classification Using Dissimilarity Spaces.' In Applied Sciences, 10 (23): 8578, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Matteo Interlenghi, Sheryl Brahnam, Christian Salvatore, Sergio Papa, Raffaello Nemni, and Isabella Castiglioni. 'Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease.' In Frontiers in Neurology, 11 1-15, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Andrea Rigo, Alessandra Lumini, Sheryl Brahnam. 'Spectrogram Classification Using Dissimilarity Space.' In Sensors, 10 (12): 4176, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Gianluca Maguolo. 'Anatomical Therapeutic Chemical (ATC) Classification with Ensembles of Multi-Label Classifiers and Deep Features.' In International Journal of Natural Computing Research (IJNCR), 9 (3): 14, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Rick Brattin, Stefano Ghidoni, Lakhmi C. Jain. 'An introduction to deep learners and deep learner descriptors for medical applications.' In In Deep Learners and Deep Learner Descriptors for Medical Applications - Intelligent Systems Reference Library, 186 1-5, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam. 'iProStruct2D: Identifying protein structural classes by deep learning via 2D representations.' In Expert Systems With Applications, 142 (March): 113019, 2020. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Yandre M. G. Costa, Rafael L. Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla Jr.. 'Ensemble of convolutional neural networks to improve animal audio classification.' In EURASIP Journal on Audio, Speech, and Music Processing, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Texture descriptors for representing feature vectors.' In Expert Systems With Applications, 122 (May): 163-172, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Gianluca Maguolo. 'Data augmentation for building an ensemble of convolutional neural networks.' In Smart Innovation, Systems and Technologies, 145 61-70, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Face detection ensemble with methods using depth information to filter false positives.' In Sensors, 19 (5242): 1-18, 2019. (Link to article from abstract). Abstract. BibTeX
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Multiclassifiers
- Loris Nanni, Stefano Ghidoni, Sheryl Brahnam. 'Ensemble of Convolutional Neural Networks for Bioimage Classification.' In Applied Computing and Informatics, 2020. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini. 'Bioimage Classification with Handcrafted and Learned Features.' In IEEE ACM Transactions on Computational Biology and Bioinformatics, 16 (3): 874-885, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam. 'Set of approaches based on 3D structure and Position Specific Scoring Matrix for predicting DNA-binding proteins.' In Bioinformatics, 35 (11): 1844-1851, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Rafael L. Aguiar Gustavo Z. Felipe. 'Identification of infants' cry motivation using spectrograms.' In Proceedings of the 2019 International Conference on Systems, Signals and Image Processing (IWSSIP), Osijek, Croatia, pp. 181-186, 2019. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Texture descriptors for the generic pattern classification problem.' In Artificial Intelligence: Advances in Research and Applications, 105-120, 2018. (Link to book chapter from abstract). Abstract. BibTeX
Access paper - Alessandra Lumini, Loris Nanni, Sheryl Brahnam. 'Ensemble of texture descriptors and classifiers for face recognition.' In Applied Computing and Informatics, 13 (1): 79-91, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam. 'Multi-label classifier based on histogram of gradients for predicting the anatomical therapeutic chemical class, classes of a given compound.' In Bioinformatics, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni. 'An ensemble of visual features for gaussians of local descriptors and non-binary coding for texture descriptors.' In Expert Systems with Applications, 82 27-39, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of texture descriptors obtained by varying feature transforms and preprocessing approaches.' In Applied Soft Computing, 61 (December): 8-16, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Stefano Ghidoni, Sheryl Brahnam. 'Handcrafted vs non-handcrafted features for computer vision classification.' In Pattern Recognition, 71 158-172, 2017. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Weighted reward-punishment editing.' In Pattern Recognition Letters, 75 48-54, 2016. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Alessandra Lumini, Loris Nanni, Sheryl Brahnam. 'Multilayer Descriptors for Medical Image Classification.' In Computers in Biology and Medicine, 72 239-247, 2016. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Matteo Munaro, Stefano Ghidoni, Emanuele Menegatti, Sheryl Brahnam. 'Ensemble of different approaches for a reliable person re-identification system.' In Applied Computing and Informatics, 12 (2): 142-153, 2016. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Florentino Dos Santos, Sheryl Brahnam, Jari Hyttinen. 'Review on texture descriptors for image classification.' In Computer Vision and Simulation: Methods, Applications and Technology, 2016. Link to Book Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of face/eye detectors for accurate automatic face detection.' In International Journal of Latest Research in Science and Technology (IJLRST), 4 (3): 8-18, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Improving the descriptors extracted from the cooccurrence matrix by preprocessing approaches.' In Expert Systems with Applications, 42 (22): 8989-9000, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini. 'Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification.' In Computational Intelligence and Neuroscience, ArticleID 909123 (2015): 1-10, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Weighted fusion of shape descriptor for robust shape classification.' In Horizons in Computer Science Research, 11 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Sheryl Brahnam, Jennifer Roberts, Loris Nanni, Cathy Starr, Sandra Bailey. 'Design of a bullying detection/alert system for school-wide intervention.' In Proceedings of the Human Computer Interaction (LNCS 9170), pp. 1-11, 2015. (Note: Best Paper Award: HCI Area. Link to paper from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Classifier Ensemble Methods.' In Wiley Encyclopedia of Electrical and Electronics Engineering, 1-12, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Florentino Luciano Caetano Dos Santos, Michelangelo Paci, Loris Nanni, Sheryl Brahnam, Jeri Hyttinen. 'Computer vision for virus image classification.' In Biosystems Engineering, 138 (October): 11-22, 2015. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Prediction of protein structure classes by incorporating different protein descriptors into general Chou’s pseudo amino acid composition.' In Journal of Theoretical Biology, 360 109-116, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'A set of descriptors for identifying the protein-drug interaction in cellular networking.' In Journal of Theoretical Biology, 359 120-128, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of shape descriptors for shape retrieval and classification.' In International Journal of Advanced Intelligence Paradigms, 6 (2): 136-156, 2014. (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'An empirical study of different approaches for protein classification.' In The Scientific World Journal, 2014 (Article ID 236717): 1-17, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Stefano Ghidoni, Loris Nanni, Sheryl Brahnam, Emanuele Menegatti. 'Texture descriptors based on dijkstra's algorithm for medical image analysis.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 74-82, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier. 'Ensemble of local phase quantization variants with ternary encoding.' In Local binary patterns: New variants and new applications, 177-188, 2014. Access Book at Springer (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano Dos Santos, Sheryl Brahnam, Jeri Hyttinen. 'Analysis of virus textures in transmission electron microscopy images.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 83-91, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Sheryl Brahnam. 'Set of Texture Descriptors for Music Genre Classifcation.' In 22nd WSCG International Conference on Computer Graphics, Visualization and Computer Vision, Plzen, Czech Republic, 2014. (Link to article below and to conference from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Region-based approaches and descriptors extracted from the co-occurrence matrix.' In International Journal of Latest Research in Science and Technology (IJLRST), 3 (6): 192-200, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam. 'Indirect immunofluorescence image classification using texture descriptors.' In Expert Systems with Applications, 41 (5): 2463-2471, 2014. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Ensemble of different local descriptors, codebook generation methods and subwindow configurations for building a reliable computer vision system.' In Journal of King Saud University, 26 (2): 89-100, 2014. (Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanulel Menegatti, Tonya Barrier. 'A comparison of methods for extracting information from the co-occurrence matrix for subcellular classification.' In Expert Systems with Applications, 40 (18): 7457-7467, 2013. Access via Science Direct (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Double committee adaBoost.' In Journal of King Saud University, 25 (1): 29-37, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni, Alessandra Lumini. 'A secure multimatcher system for fingerprint verification.' In Proceedings of the NEDSI, New York, NY, pp. 511-522, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Nicola Lazzarini, Carlo Fantozzi. 'Heterogeneous ensembles for the missing feature problem.' In Proceedings of the NEDSI, New York, NY, pp. 523-535, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam, Mauro Migliardi. 'Ensemble of patterns of oriented edge magnitudes descriptors for face recognition.' In Proceedings of the The 17th International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'13), Las Vegas, pp. 675-680, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Virus image classification using different texture descriptors.' In Proceedings of the The 14th International Conference on Bioinformatics and Computational Biology (BIOCOMP'13), Las Vegas, pp. 56-61, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti. 'Automated Crowd Detection in Stadium Arenas.' In Proceedings of the NEDSI, New York, NY, pp. 536-545, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'An empirical study on the matrix-based protein representations and their combination with sequence-based approaches.' In Amino Acids, 44 (3): 887-901, 2013. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'A classifier ensemble approach for the missing feature problem.' In Artificial Intelligence in Medicine, 55 (1): 37-50, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A simple method for improving local binary patterns by considering non-uniform patterns.' In Pattern Recognition, 45 (10): 3844–3852, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A combination of methods for building ensemble of classifiers.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'12), 2012. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Combining multiple approaches for gene microarray classification.' In Bioinformatics, 28 (8): 1151-1157, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Cristiana Casanova, Loris Nanni, Alessandra Lumini. 'A Hybrid Fingerprint Multimatcher.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'12), 2012. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Cristiana Casanova, Sheryl Brahnam, Alessandra Lumini. 'Empirical tests on enhancement techniques for a hybrid fingerprint matcher based on minutiae and texture.' In International Journal of Automated Identification Technology (IJAIT), 4 (1): 1-10, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Matrix representation in pattern classification.' In Expert Systems with Applications, 39 (3): 3031-3036, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Survey on LBP based texture descriptors for image classification.' In Expert Systems with Applications, 39 (3): 3634-3641, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Random interest regions for object recognition based on texture descriptors and bag of features.' In Expert Systems with Applications, 39 (1): 973-977, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'A very high performing system to discriminate tissues in mammograms as benign and malignant.' In Expert Systems with Applications, 39 (2): 1968-1971, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Wavelet images and chou's pseudo amino acid composition for protein classification.' In Amino Acids, 43 (2): 657-665, 2012. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Combining different Local Binary Pattern variants to boost performance.' In Expert Systems With Applications, 38 (5): 6209-6216, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Fusion of lighting insensitive approaches for illumination robust face recognition.' In Biometrics: Theory, Applications and Issues: Nova Science Publishers, Inc. (Ellen R. Nichols, editor), 2011. Access Nova Science Publishers. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Artificial intelligence systems based on texture descriptors for vaccine development.' In Amino Acids, 40(2) 443-451, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Texture descriptors for generic pattern classification problems.' In Expert Systems With Applications, 8 (38): 9340-9345, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Local ternary patterns from three orthogonal planes for human action classification.' In Expert Systems With Applications, 38 (5): 5125-5128, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Likelihood Ratio based features for a trained biometric score fusion.' In Expert Systems With Applications, 38 (1): 58-63, 2011. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Jian-Yu Shi, Sheryl Brahnam, Alessandra Lumini. 'Protein classification using texture descriptors extracted from the protein backbone image.' In Journal of Theoretical Biology, 264 (3): 1024-1032, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'Advanced machine learning techniques for microarray spot quality classification.' In Neural Computing and Applications, 19(3) 471-475, 2010. Access Journal. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'High performance set of PseAAC and sequence based descriptors for protein classification.' In Journal of Theoretical Biology, 266 (1): 1-10, 2010. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Loris Nanni, Alessandra Lumini, Sheryl Brahnam. 'High performance set of features for biometric data.' In International Journal of Automated Identification Technology (IJAIT), 2 (1): 1-7, 2010. (Note: Link to article location from abstract) Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier. 'Data mining based on intelligent systems for decision support systems in healthcare.' In Advanced computational Intelligence Paradigms in Healthcare 5: Intelligent Decision Support Systems: Springer-Verlag (Sheryl Brahnam and Lakhmi C. Jain, editors), 45-65, 2010. Access Springer (Note: Link to article also available from abstract). Abstract. BibTeX
Access paper - Loris Nanni, Sheryl brahnam, Alessandra Lumini. 'Novel Features for Automated Cell Phenotype Image Classification.' In Advances in Computational Biology: Advances in Experimental Medicine and Biology (AEMB) (Hamid R. Arabnia, editor), Vol. 680, 2010. Access Springer Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini. 'Selecting the best performing rotation invariant patterns in local binary/ternary patterns.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'10), pp. 369-375, 2010. Abstract. BibTeX (Paper as PDF)
Access paper - Loris Nanni, Sheryl Brahnam. 'A Genetic algorithm for creating a set of color spaces for ear authentication.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV), Las Vegas, NV, pp. 971-975, 2009. Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam, Loris Nanni. 'Predicting trait impressions of faces using classifier ensembles.' In Computational Intelligence: Collaboration, fusion and emergence. Intelligent systems reference library (ISRL), Vol. 1 (Christine L. Mumford and Lakhmi C. Jain, editors), 403-439, 2009. Access Springer. Abstract. BibTeX
Access paper - Sheryl Brahnam, Loris Nanni. 'High performance set of features for human action classification.' In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV), Las Vegas, NV, pp. 980-984, 2009. Abstract. BibTeX (Paper as PDF)
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Multilabel Classification
- Loris Nanni, Luca Trambaiollo, Sheryl Brahnam, Xiang Guo, Chancellor Woolsey. 'Ensemble of Networks for Multilabel Classification.' In Signals, 3 (4): 911-931, 2023. Abstract. BibTeX
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Multilable
- Loris Nanni, Luca Trambaiollo, Sheryl Brahnam, Xiang Guo, Chancellor Woolsey. 'Ensemble of Networks for Multilabel Classification.' In Signals, 3 (4): 911-931, 2022. Abstract. BibTeX
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Neonatal Pain
- Sheryl Brahnam, Loris Nanni, Shannon McMurtrey, Alessandra Lumini, Rick Brattin, Melinda R. Slack, Tonya Barrier. 'Neonatal pain detection in videos using the iCOPEvid dataset and an ensemble of descriptors extracted from gaussian of local descriptors.' In Applied Computing and Informatics, 2020. (Link to article from abstract). Abstract. BibTeX
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New Media
- Sheryl Brahnam, Nathan Hamilton. 'Description of a cell phone concert and sound performance.' In Proceedings of the Designing Interactive Systems Workshop on Designing Musical Interactions for Mobile Systems (DIS 2012), Newcastle, UK, 2012. Note: Access Program Abstract. BibTeX (Paper as PDF)
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Pscyhoanalysis
- Sheryl Brahnam, Rick Brattin, Andrew Crofford, Justin Freres.. 'Extraction of Key Concept Relevance Graphs from Fourteen Decades of Psychoanalytic Journal Publications.' In Proceedings of the The International Conference on Computational Science and Computational Intelligence (CSCI) Symposium on Big Data and Data Science, Las Vegas, USA, 2020. Abstract. BibTeX
Psychoanalysis
- S Berlin Brahnam. 'Primordia of Aprés-Coup, Fractal Memory, and Hidden Letters: Working the exercises in Lacan's seminar on "The purloined letter".' In S: Journal of the Circle for Lacanian Ideology Critique, 10 and 11 202-244, 2018. BibTeX (Paper as PDF)
Access paper - S Berlin Brahnam. 'On lacan's neglected computational model and the oedipal structure: an expanded introduction to "primordia of après-coup, fractal memory, and hidden letters: working the exercises in lacan's seminar on the purloined letter".' In S: Journal of the Circle for Lacanian Ideology Critique, 10 and 11 261-274, 2018. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'Comparison of in-person and screen-based analysis using communication models: A first step towards the psychoanalysis of telecommunications and its noise.' In Psychoanalytic Perspectives, 14 1-21, 2017. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Therapeutic presence in mediated psychotherapy: The uncanny stranger in the room.' In Interacting with Presence: HCI and the sense of presence in computer-mediated environments, 123-138, 2014. (Note: Publishers published first draft by mistake in the book but online version of chapter is correct) Abstract. BibTeX (Paper as PDF)
Access paper - Sheryl Brahnam. 'Theory-guided virtual reality psychotherapies: Going beyond CBT-based approaches.' In Virtual, Augmented and Mixed Reality. Systems and Applications, 8022 12-21, 2013. (Note: Below is author's manuscript. Link to published article is available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam. 'To hear--To say: The mediating presence of the healing witness.' In AI and Society, 27 (1): 53-90, 2012. Access AI and Society. (Note: Below is author's CORRECTED manuscript. Link to published article is available from abstract) Abstract. BibTeX (Paper as PDF)
- Sheryl Brahnam. 'Building character for artificial conversational agents: Ethos, ethics, believability, and credibility.' In PsychNology Journal, 7(1) 9-47, 2009. Abstract. BibTeX
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Rhetoric
- Sheryl Brahnam, Margaret Weaver. 'Re/Framing virtual conversational partners: A feminist critique and tentative move towards a new design paradigm.' In Proceedings of the DUXU 2015 (LNCS 9187), pp. 1-12, 2015. (Note: Link to paper below and from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Marianthe Karanikas, Margaret Weaver. '(Un)dressing the interface: Exposing the foundational hci metaphor 'computer is woman'.' In Interacting with Computers, 23 (5): 401-412, 2011. Access Interacting with Computers. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Building character for artificial conversational agents: Ethos, ethics, believability, and credibility.' In PsychNology Journal, 7(1) 9-47, 2009. Abstract. BibTeX
Access paper - Sheryl Brahnam. 'Presentation entitled Undressing Conversational Agents: What The Turing Test Reveals.' In Proceedings of the Feminisms and Rhetorics. The presentation was given in the conference session entitled "I'm not a Feminist": The Complexities of Ethos in a Postmodern World (note: only conference session abstract published in proceedings). Presenters in this session included: Mara Cohen Ioannides, Marianthe Karanikas, and Margaret Weaver (session chair), Lansing, MI, 2009. BibTeX
- Sheryl Brahnam. 'Type/face.' In M/C: A Journal of Media and Culture, 7 (1): 2004. Abstract. BibTeX
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Serious Games
- Anthony Brooks, Sheryl Brahnam, Bill Kapralos, Lakhmi C. Jain. 'An overview of recent advances in technologies of inclusive well-being.' In Recent Advances in Technologies of Inclusive Well-being: From Worn to Off-body Sensing, Virtual worlds, and Games for Serious Applications, 1-11, 2017. Link to Book Abstract. BibTeX
Access paper - Anthony Brooks, Sheryl Brahnam, Lakhmi C. Jain. 'Technologies of inclusive well-being at the intersection of serious games, alternative realities, and play therapy.' In Medical technologies of inclusive well-being: Serious games, alternative realities, and play therapy, 2014. Link to Book BibTeX
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Siamese Networks
- Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Davide Sarraggiotto, Alessandra Lumini. 'Closing the performance gap between siamese networks for dissimilarity image classification and convolutional neural networks.' In Sensors, 21 (17): 5809, 2021. Abstract. BibTeX
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Sound
- Loris Nanni, Yandre M. G. Costa, Rafael L. Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla Jr.. 'Ensemble of convolutional neural networks to improve animal audio classification.' In EURASIP Journal on Audio, Speech, and Music Processing, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Gianluca Maguolo.. 'Animal Sound Classification Using Dissimilarity Spaces.' In Applied Sciences, 10 (23): 8578, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Matteo Interlenghi, Sheryl Brahnam, Christian Salvatore, Sergio Papa, Raffaello Nemni, and Isabella Castiglioni. 'Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease.' In Frontiers in Neurology, 11 1-15, 2020. Abstract. BibTeX
Access paper - Loris Nanni, Rafael Aguiar, Yandre Costa, Sheryl Brahnam, Carlos Nascimento Silla, Ricky Brattin. 'Bird and whale species identification using sound images.' In IET Computer Vision, 12 178-184, 2018. Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Rafael Aguiar, Carlos Nascimento Silla, Sheryl Brahnam. 'Ensemble of deep learning, visual and acoustic features for music genre classification.' In Journal of New Music Research, 47 (4): 383-397, 2018. Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Diego Rafael Lucio, Carlos Nascimento Silla Junior, Sheryl Brahnam. 'Combining visual and acoustic features for audio classification tasks.' In Pattern Recognition Letters, 88 (March): 49-56, 2017. Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Diego Rafael Lucio, Carlos Nascimento Silla Junior, Sheryl Brahnam. 'Combining visual and acoustic features for bird species classification.' In Proceedings of the The annual IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp. 396-401, 2016. Abstract. BibTeX
Access paper - Loris Nanni, Yandre Costa, Sheryl Brahnam. 'Set of Texture Descriptors for Music Genre Classifcation.' In 22nd WSCG International Conference on Computer Graphics, Visualization and Computer Vision, Plzen, Czech Republic, 2014. (Link to article below and to conference from abstract). Abstract. BibTeX
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Support Vector Machines
- Loris Nanni, Stefano Ghidoni, Sheryl BrahnamStefano Ghidoni. 'Deep features for training support vector machines.' In Journal of Imaging, 7 (9): 177, 2021. Abstract. BibTeX
Access paper - Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini. 'Comparison of Different Image Data Augmentation Approaches.' In Journal of Imaging, 7 (12): 254, 2021. Abstract. BibTeX
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Text Analysis
- Sheryl Brahnam, Rick Brattin, Andrew Crofford, Justin Freres.. 'Extraction of Key Concept Relevance Graphs from Fourteen Decades of Psychoanalytic Journal Publications.' In Proceedings of the The International Conference on Computational Science and Computational Intelligence (CSCI) Symposium on Big Data and Data Science, Las Vegas, USA, 2020. Abstract. BibTeX
Textiles
- Cathy Starr, Sandra Bailey, Sheryl Brahnam, Jennifer Roberts. 'Historical registry of our families through textiles.' In Proceedings of the Human Computer Interaction (LNCS 9171), pp. 1-8, 2015. (Note: Link to paper from abstract) Abstract. BibTeX
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Virtual Reality
- Anthony Brooks, Sheryl Brahnam, Bill Kapralos, Lakhmi C. Jain. 'An overview of recent advances in technologies of inclusive well-being.' In Recent Advances in Technologies of Inclusive Well-being: From Worn to Off-body Sensing, Virtual worlds, and Games for Serious Applications, 1-11, 2017. Link to Book Abstract. BibTeX
Access paper - Sheryl Brahnam. 'HCI prototyping and modeling of future psychotherapy technologies in second life.' In HCII14, (LNCS 8510): 273-284, 2014. (Note: Link to article also available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Anthony L. Brooks. 'Two innovative healthcare technologies at the intersection of serious games, alternative realities, and play therapy.' In Innovation in Medicine and Healthcare (InMed-14), San Sabastian, Spain, 153-162, 2014. (Link to article from abstract). Abstract. BibTeX
Access paper - Anthony Brooks, Sheryl Brahnam, Lakhmi C. Jain. 'Technologies of inclusive well-being at the intersection of serious games, alternative realities, and play therapy.' In Medical technologies of inclusive well-being: Serious games, alternative realities, and play therapy, 2014. Link to Book BibTeX
Access paper - Sheryl Brahnam. 'Theory-guided virtual reality psychotherapies: Going beyond CBT-based approaches.' In Virtual, Augmented and Mixed Reality. Systems and Applications, 8022 12-21, 2013. (Note: Below is author's manuscript. Link to published article is available from abstract) Abstract. BibTeX
Access paper - Sheryl Brahnam, Lakhmi C. Jain. 'Virtual reality in psychotherapy, rehabilitation, and assessment.' In Advanced computational Intelligence Paradigms in Healthcare 6: Virtual Reality in Psychotherapy, Rehabilitation, and Assessment, Springer, 2011. Abstract. BibTeX
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Voxels
- Loris Nanni, Sheryl Brahnam, Christian Salvatore, Isabella Castiglioni. 'Texture descriptors and voxels for the early diagnosis of Alzheimer's disease.' In Artificial Intelligence in Medicine, 97 (June): 19-26, 2019. (Link to article from abstract). Abstract. BibTeX
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Books
Edited Books
- Sheryl Brahnam and Lakhmi C. Jain (eds.)Advanced Computational Intelligence Paradigms in Healthcare 5: Intelligent Decision Support Systems, New York: Springer, 2010.
- Sheryl Brahnam and Lakhmi C. Jain (eds.)Advanced computational Intelligence Paradigms in Healthcare 6: Virtual Reality in Psychotherapy, Rehabilitation, and Assessment, New York: Springer, 2011.
- Sheryl Brahnam, Lakhmi C. Jain, Alessandra Lumini, and Loris Nanni (eds.) Local Binary Patterns: New Variants and New Applications, New York: Springer, 2014.
- Anthony Brooks, Sheryl Brahnam, and Lakhmi C. Jain (eds.)Technologies of Inclusive Well-Being: Serious Games, Al-ternative Realities, and Play Therapy, New York: Springer, 2014.
- Anthony Brooks, Sheryl Brahnam, Bill Kapralos, and Lakhmi C. Jain, Eds.Recent advances in technologies of inclusive well-being: Worn to off-body sensing, virtual worlds, and games for serious applications, New York: Springer, 2017.
- Maglogiannis, I., Brahnam, S., and Jain, L. C. (Eds.). Advanced Computa-tional Intelligence in Healthcare-7: Biomedical Informatics (Vol. 891). Berlin: Springer-Verlag GmbH, 2020.
- Nanni, Loris, Brahnam, S., Ghidoni, S., Brattin, R., and Jain, L. Deep Learn-ers and Deep Learner Descriptors for Medical Applications: Intelligence Systems Reference Library (Vol. 186). Berlin: Springer, 2020.
- Nanni, Loris, and Brahnam, Sheryl. Biometric Systems: Basel, Switzerland: MDPI AG, 2021.
- Brooks, Anthony Lewis, Brahnam, Sheryl, Kapralos, Bill, Nakajima, Amy, Tyerman, Jane, and Jain, Lakhmi C. (eds.), Medical technologies of Inclu-sive Well-Being: Virtual Patients, Gamification, and Simulation, Spring-er-Verlag, Berlin, 2021.
- Nayak, Janmenjoy, Das, Asit kumar, Naik, Bighnaraj, Meher, Saroj K., and Brahnam, Sheryl. Nature-Inspired Optimization Methodologies in Bio-medical and Healthcare, Springer Nature, Berlin, 2023.
Editor
Journals
- Associate editor (2014 - 2019) for Intelligent Decision Technologies (IDT) Journal.
- Chief Editor (2009-2010 with Richi Nayak and Lakhmi C. Jain), Inderscience Publishers International Journal of Knowledge and Web Intelligence (IJKWI).
Special Issues
- Editor (with Antonella De Angeli) Special issue entitled Abuse and Misuse of Social Agents, Interacting with computers, 20(2), 2008
- Editor (with Antonella De Angeli, Chritoph Bartneck, and Catherine Pelachaud) Special issue entitled Misuse and Abuse of Interactive Technologies, Interaction Studies: Social Behaviour and Communication in Biological and Artificial Systems, 9(3), 2008
- Editor (with Loris Nanni) special issue on Biometric Systems, Sensors (20) 2020:
Organizer
Workshops
- Organizer for special session Well-Being, Rehabilitation, and Healthcare: Serious Games, Alternative Realities, and Play Therapy, HCII 2014.
- Organizer (with Antonella De Angeli) for Interact 2007 workshop entitled Emotions: Responsible Experiential Design.
- Organizer (Antonella De Angeli, Alan Dix, and Peter Wallis) and co-chair (with Antonella De Angeli) for CHI 2006 workshop entitled Misuse and Abuse of Interactive Technologies.
- Organizer (Antonella De Angeli, and Peter Wallis) and co-chair for Interact 2005 workshop entitled Abuse: The Darker Side of Human-Computer Interaction
Conference Sessions
- Session chair and organizer "The First Supper: Living and Working with Artifactual Life Forms" SLSA, NY, NY, 2006.
- Session chair and organizer (with Sean Zdenek) "The Rhetoric of Virtual Embodiment, Intelligent Assistants, and Virtual Humans," SLS (now SLSA), Durham, NC, 2004.
Grants
- Missouri State University Summer Research Grant (2004)
- Missouri State University Summer Research Grant (2003)
- "Neonatal Facial Pain Recognition," Missouri State University Faculty Research and University Grant (2003)
- "Customer Verbal Abuse of Online Embodied Conversational Agent," Missouri State University Faculty Research and University Grant (2006)
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Missouri State University Provost's Futures Grant (with Vonda Yarberry and Ruth Barnes) (2007) ~69k
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NVIDIA GPU Grant of a Titan XP GPU for research from the NVIDIA Corporation (2017)
Awards
- Daisy Portenier Loukes Research Fellow 2013-2015
- NEDSI 2013 Best Contribution to Theory Award (with Loris Nanni, Nicola Lazzarini, and Carlo Fantozzi) for the paper 'Heterogeneous ensembles for the missing feature problem'
- Missouri State University Foundation Award for Research (2013)
- College Research Recognition Award, Missouri State University (2005)
- Science Fellowship Award, Graduate Center of the City University of New York (1997-1999)
Selected Press
- "Why You Shouldn’t Swear at Siri," by Michael Schrage. Harvard Business Review, October 21, 2016.
- Interviewed by Daniel Faggella for Techemergence Podcast Epi-sode: “Calling Siri Names? You’re Not Alone: A Closer Look at Misuse of AI Agents.” (2015)
- Interviewed for CBS Evening News, Sanjay Gupta's special series on Easing the pain: Helping infants suffering from pain (Feb 21, 2008)
- Katharina Kluin (January 2007 ?). Ja, was hat der Kleine denn?, Zeitwissen Gesundheit Section, Print Edition, p. 60
- Ángel Díaz (October 24, 2006). Crean un ‘software’ que detecta el grado de sufrimiento de los bebés, El Mundo, Ciencia Section, p. 34
- Interview on W Radio for the talk show, La hora del regreso, regarding the Infant COPE project (October 22, 2006)
- Duncan Graham-Rowe (October 18, 2006). “Assessing pain in infants: New software could help medical staff know when newborn patients are in pain,” Technology Review: An MIT enterprise 2006
- Duncan Graham-Rowe (October 15 2005). "Even a chatbot can turn nasty," New Scientist, Issue 2521, p. 26
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"Computing: Nobody enjoys telephoning a call center. Could 'Chatbot' technology make the experience less painful?" The Economist, Technology Quarterly (print edition), Call and Response, Mar 10th 2007, p. 4-5
Research Websites
Associations (Past & Present)
- AAAI (Association for the Advancement of Artificial Intelligence)
- ACM (Association for Computing Machinery)
- AIS (Association for Information Systems)
- AITP (Association of Information Technology Professionals)
- APA (member American Psychological Association, 01, 39, 46)
- APsaA (member of The American Psychoanalytic Association)
- Cognitive Science Society
- IEEE
- Informing Science Institute
- KES International (Knowledge-based and intelligent Engineering Systems)
- User Modeling
- LifeBoat Foundation
- Rhizome
- RSA (Rhetorical Society of America)
- SCIP (Soft Computing in Image Processing) Working Group
- SLSA (Society for Literature Science and the Arts)
- SWPA (Sourthwestern Psychological Association)
- YLEM (Artists Using Science and Technology)
Note: Publication list generated automatically with Publist © 2003--2005 by Eitan Frachtenberg.