Sheryl Brahnam

100 papers A 1B 1Journal 70Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep Ensembles and Multisensor Data for Global LCZ Mapping: Insights from So2Sat LCZ42. Algorithms Loris Nanni, Sheryl Brahnam
2025	J	`jnl`	Insect identification by combining different neural networks. Expert Syst. Appl. Loris Nanni, Nicola Maritan, Daniel Fusaro, Sheryl Brahnam, Francesco Boscolo Meneguolo, Maria Sgaravatto
2024	J	`jnl`	An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images. IEEE Access Loris Nanni, Sheryl Brahnam, Andrea Loreggia
2024	J	`jnl`	Vector to matrix representation for CNN networks for classifying astronomical data. Astron. Comput. Loris Nanni, Sheryl Brahnam
2023	—	`conf`	Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. IWSSIP Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla
2023	J	`jnl`	Varied Image Data Augmentation Methods for Building Ensemble. IEEE Access Riccardo Bravin, Loris Nanni, Andrea Loreggia, Sheryl Brahnam, Michelangelo Paci
2022	J	`jnl`	Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets. Sensors Loris Nanni, Sheryl Brahnam, Michelangelo Paci, Stefano Ghidoni
2022	J	`jnl`	Convolutional Neural Networks for the Identification of African Lions from Individual Vocalizations. J. Imaging Martino Trapanotto, Loris Nanni, Sheryl Brahnam, Xiang Guo
2022	J	`jnl`	Feature transforms for image data augmentation. CoRR Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
2022	J	`jnl`	Feature transforms for image data augmentation. Neural Comput. Appl. Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
2022	J	`jnl`	High performing ensemble of convolutional neural networks for insect pest image detection. Ecol. Informatics Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam
2022	—	`ch.`	Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems. Advances in Selected Artificial Intelligence Areas Alessandra Lumini, Loris Nanni, Sheryl Brahnam
2021	J	`jnl`	Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks. Sensors Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Davide Sarraggiotto, Alessandra Lumini
2021	J	`jnl`	Comparison of Different Image Data Augmentation Approaches. J. Imaging Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
2021	J	`jnl`	Comparison of different convolutional neural network activation functions and methods for building ensembles. CoRR Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
2021	J	`jnl`	Deep Features for Training Support Vector Machines. J. Imaging Loris Nanni, Stefano Ghidoni, Sheryl Brahnam
2021	J	`jnl`	Deep Features for training Support Vector Machine. CoRR Loris Nanni, Stefano Ghidoni, Sheryl Brahnam
2021	J	`jnl`	Deep ensembles in bioimage segmentation. CoRR Loris Nanni, Daniela Cuza, Alessandra Lumini, Andrea Loreggia, Sheryl Brahnam
2021	J	`jnl`	Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks. Sensors Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini
2021	J	`jnl`	Gated recurrent units and temporal convolutional network for multilabel classification. CoRR Loris Nanni, Alessandra Lumini, Alessandro Manfe, Sheryl Brahnam, Giorgio Venturin
2021	J	`jnl`	High performing ensemble of convolutional neural networks for insect pest image detection. CoRR Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam
2021	J	`jnl`	Neural networks for Anatomical Therapeutic Chemical (ATC). CoRR Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2021	J	`jnl`	Postprocessing for Skin Detection. J. Imaging Diego Baldissera, Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2020	—	`book`	Advanced Computational Intelligence in Healthcare - 7 - Biomedical Informatics Advanced Computational Intelligence in Healthcare (7) Ilias Maglogiannis, Sheryl Brahnam, Lakhmi C. Jain
2020	J	`jnl`	An Ensemble of Convolutional Neural Networks for Audio Classification. CoRR Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
2020	J	`jnl`	Anatomical Therapeutic Chemical Classification (ATC) With Multi-Label Learners and Deep Features. Int. J. Nat. Comput. Res. Loris Nanni, Sheryl Brahnam, Gianluca Maguolo
2020	J	`jnl`	Ensemble of convolutional neural networks to improve animal audio classification. EURASIP J. Audio Speech Music. Process. Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla
2020	J	`jnl`	iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. Expert Syst. Appl. Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam
2019	J	`jnl`	Bioimage Classification with Handcrafted and Learned Features. IEEE ACM Trans. Comput. Biol. Bioinform. Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini
2019	J	`jnl`	Face Detection Ensemble with Methods Using Depth Information to Filter False Positives. Sensors Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2019	J	`jnl`	General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation. CoRR Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Gianluca Maguolo
2019	—	`conf`	Getting the most of few data for neonatal pain assessment. PervasiveHealth Luigi Celona, Sheryl Brahnam, Simone Bianco
2019	—	`conf`	Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla, Sheryl Brahnam, Loris Nanni, Shannon McMurtrey
2019	J	`jnl`	Set of approaches based on 3D structure and position specific-scoring matrix for predicting DNA-binding proteins. Bioinform. Loris Nanni, Sheryl Brahnam
2019	J	`jnl`	Texture descriptors and voxels for the early diagnosis of Alzheimer's disease. Artif. Intell. Medicine Loris Nanni, Sheryl Brahnam, Christian Salvatore, Isabella Castiglioni, Alzheimer's Disease Neuroimaging Initiative
2019	J	`jnl`	Texture descriptors for representing feature vectors. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2019	J	`jnl`	iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. CoRR Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam
2018	J	`jnl`	Bird and whale species identification using sound images. IET Comput. Vis. Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr., Ricky L. Brattin, Zhao Zhao
2017	J	`jnl`	An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors. Expert Syst. Appl. Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni
2017	J	`jnl`	Combining visual and acoustic features for audio classification tasks. Pattern Recognit. Lett. Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
2017	J	`jnl`	Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches. Appl. Soft Comput. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2017	J	`jnl`	Handcrafted vs. non-handcrafted features for computer vision classification. Pattern Recognit. Loris Nanni, Stefano Ghidoni, Sheryl Brahnam
2017	J	`jnl`	Multi-label classifier based on histogram of gradients for predicting the anatomical therapeutic chemical class/classes of a given compound. Bioinform. Loris Nanni, Sheryl Brahnam
2016	B	`conf`	Combining Visual and Acoustic Features for Bird Species Classification. ICTAI Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
2016	J	`jnl`	Multilayer descriptors for medical image classification. Comput. Biol. Medicine Alessandra Lumini, Loris Nanni, Sheryl Brahnam
2016	J	`jnl`	Weighted Reward-Punishment Editing. Pattern Recognit. Lett. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2015	—	`conf`	Design of a Bullying Detection/Alert System for School-Wide Intervention. HCI (2) Sheryl Brahnam, Jenifer J. Roberts, Loris Nanni, Cathy L. Starr, Sandra L. Bailey
2015	—	`conf`	Historical Registry of Our Families Through Textiles. HCI (3) Cathy L. Starr, Sandra L. Bailey, Sheryl Brahnam, Jenifer J. Roberts
2015	J	`jnl`	Improving the descriptors extracted from the co-occurrence matrix using preprocessing approaches. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti
2015	—	`conf`	Re/Framing Virtual Conversational Partners: A Feminist Critique and Tentative Move Towards a New Design Paradigm. HCI (19) Sheryl Brahnam, Margaret Weaver
2015	J	`jnl`	Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification. Comput. Intell. Neurosci. Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini
2014	—	`conf`	Analysis of Virus Textures in Transmission Electron Microscopy Images. InMed Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano dos Santos, Sheryl Brahnam, Jari A. K. Hyttinen
2014	J	`jnl`	Ensemble of shape descriptors for shape retrieval and classification. Int. J. Adv. Intell. Paradigms Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2014	—	`conf`	HCI Prototyping and Modeling of Future Psychotherapy Technologies in Second Life. HCI (1) Sheryl Brahnam
2014	J	`jnl`	Indirect immunofluorescence image classification using texture descriptors. Expert Syst. Appl. Loris Nanni, Michelangelo Paci, Sheryl Brahnam
2014	—	`book`	Local Binary Patterns: New Variants and Applications Local Binary Patterns Sheryl Brahnam, Lakhmi C. Jain, Loris Nanni, Alessandra Lumini
2014	—	`book`	Technologies of Inclusive Well-Being - Serious Games, Alternative Realities, and Play Therapy Technologies of Inclusive Well-Being Anthony Lewis Brooks, Sheryl Brahnam, Lakhmi C. Jain
2014	—	`ch.`	Technologies of Inclusive Well-Being at the Intersection of Serious Games, Alternative Realities, and Play Therapy. Technologies of Inclusive Well-Being Anthony Lewis Brooks, Sheryl Brahnam, Lakhmi C. Jain
2014	—	`conf`	Texture Descriptors Based on Dijkstra's Algorithm for Medical Image Analysis. InMed Stefano Ghidoni, Loris Nanni, Sheryl Brahnam, Emanuele Menegatti
2014	—	`conf`	Two Innovative Healthcare Technologies at the Intersection of Serious Games, Alternative Realities, and Play Therapy. InMed Sheryl Brahnam, Anthony Lewis Brooks
2013	J	`jnl`	A comparison of methods for extracting information from the co-occurrence matrix for subcellular classification. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti, Tonya Barrier
2013	—	`ch.`	Ensemble of Local Phase Quantization Variants with Ternary Encoding. Local Binary Patterns Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Tonya Barrier
2013	—	`ch.`	Introduction to Local Binary Patterns: New Variants and Applications. Local Binary Patterns Sheryl Brahnam, Lakhmi C. Jain, Alessandra Lumini, Loris Nanni
2013	—	`conf`	Theory-Guided Virtual Reality Psychotherapies: Going beyond CBT-Based Approaches. HCI (19) Sheryl Brahnam
2012	J	`jnl`	A classifier ensemble approach for the missing feature problem. Artif. Intell. Medicine Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2012	J	`jnl`	A simple method for improving local binary patterns by considering non-uniform patterns. Pattern Recognit. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	A user dependent multi-resolution approach for biometric data. Int. J. Inf. Technol. Manag. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	A very high performing system to discriminate tissues in mammograms as benign and malignant. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	Combining multiple approaches for gene microarray classification. Bioinform. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	Gender affordances of conversational agents. Interact. Comput. Sheryl Brahnam, Antonella De Angeli
2012	J	`jnl`	Local phase quantization descriptor for improving shape retrieval/classification. Pattern Recognit. Lett. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	Matrix representation in pattern classification. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	Random interest regions for object recognition based on texture descriptors and bag of features. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2012	J	`jnl`	Survey on LBP based texture descriptors for image classification. Expert Syst. Appl. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2012	J	`jnl`	To hear - to say: the mediating presence of the healing witness. AI Soc. Sheryl Brahnam
2011	J	`jnl`	(Un)dressing the interface: Exposing the foundational HCI metaphor "computer is woman". Interact. Comput. Sheryl Brahnam, Marianthe Karanikas, Margaret Weaver
2011	J	`jnl`	Combining different local binary pattern variants to boost performance. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2011	J	`jnl`	Likelihood ratio based features for a trained biometric score fusion. Expert Syst. Appl. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2011	J	`jnl`	Local Ternary Patterns from Three Orthogonal Planes for human action classification. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2011	J	`jnl`	Texture descriptors for generic pattern classification problems. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2010	J	`jnl`	A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states. Expert Syst. Appl. Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2010	J	`jnl`	Advanced machine learning techniques for microarray spot quality classification. Neural Comput. Appl. Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2010	—	`conf`	Local Phase Quantization Texture Descriptor for Protein Classification. BIOCOMP Sheryl Brahnam, Loris Nanni, Jian-Yu Shi, Alessandra Lumini
2010	J	`jnl`	Local binary patterns variants as texture descriptors for medical image analysis. Artif. Intell. Medicine Loris Nanni, Alessandra Lumini, Sheryl Brahnam
2010	J	`jnl`	Predicting trait impressions of faces using local face recognition techniques. Expert Syst. Appl. Sheryl Brahnam, Loris Nanni
2010	—	`conf`	Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns. IPCV Loris Nanni, Sheryl Brahnam, Alessandra Lumini
2009	—	`conf`	A Genetic Algorithm for Creating a Set of Color Spaces for Ear Authentication. IPCV Loris Nanni, Sheryl Brahnam
2009	J	`jnl`	Building Character for Artificial Conversational Agents: Ethos, Ethics, Believability, and Credibility. PsychNology J. Sheryl Brahnam
2009	—	`conf`	High Performance Set of Features for Human Action Classification. IPCV Sheryl Brahnam, Loris Nanni
2008	J	`jnl`	I hate you! Disinhibition with virtual partners. Interact. Comput. Antonella De Angeli, Sheryl Brahnam
2008	—	`conf`	Neonatal Facial Pain Detection Using NNSOA and LSVM. IPCV Sheryl Brahnam, Loris Nanni, Randall S. Sexton
2008	J	`jnl`	Special issue on the abuse and misuse of social agents. Interact. Comput. Sheryl Brahnam, Antonella De Angeli
2007	—	`ch.`	Introduction to Neonatal Facial Pain Detection Using Common and Advanced Face Classification Techniques. Advanced Computational Intelligence Paradigms in Healthcare (1) Sheryl Brahnam, Loris Nanni, Randall S. Sexton
2007	J	`jnl`	Machine assessment of neonatal facial expressions of acute pain. Decis. Support Syst. Sheryl Brahnam, Chao-Fa Chuang, Randall S. Sexton, Frank Y. Shih
2006	J	`jnl`	Machine recognition and representation of neonatal facial displays of acute pain. Artif. Intell. Medicine Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack
2006	—	`conf`	Misuse and abuse of interactive technologies. CHI Extended Abstracts Antonella De Angeli, Sheryl Brahnam, Peter Wallis, Alan J. Dix
2005	—	`conf`	SVM Classification of Neonatal Facial Images of Pain. WILF Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack
2004	—	`conf`	Are Women in IS Better at Managing Conflict? AMCIS Sheryl Brahnam, Michael A. Hignite, Thomas M. Margavio, Tonya Barrier, Jerry Chin
2004	A	`conf`	Towards Smart Embodiment for Virtual Agents. AAMAS Sheryl Brahnam
2002	—	`conf`	Person Perception for Social Agents: Research on Outfitting Social Agents with a Facial Trait Perception System. WRAC Sheryl Brahnam