Sheryl Brahnam

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 41

Top Topics

Image Classification

Texture Descriptors

Acoustic Features

Top Venues

Expert Syst. Appl.

Publications

Loris Nanni, Sheryl Brahnam, Andrea Loreggia
An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images. IEEE Access 12 (2024)
Riccardo Bravin, Loris Nanni, Andrea Loreggia, Sheryl Brahnam, Michelangelo Paci
Varied Image Data Augmentation Methods for Building Ensemble. IEEE Access 11 (2023)
Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla
Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. IWSSIP (2023)
Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
Feature transforms for image data augmentation. Neural Comput. Appl. 34 (24) (2022)
Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam
High performing ensemble of convolutional neural networks for insect pest image detection. Ecol. Informatics 67 (2022)
Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
Feature transforms for image data augmentation. CoRR (2022)
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. Sensors 22 (16) (2022)
Martino Trapanotto, Loris Nanni, Sheryl Brahnam, Xiang Guo
Convolutional Neural Networks for the Identification of African Lions from Individual Vocalizations. J. Imaging 8 (4) (2022)
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. Sensors 21 (17) (2021)
Loris Nanni, Alessandra Lumini, Sheryl Brahnam
Neural networks for Anatomical Therapeutic Chemical (ATC). CoRR (2021)
Loris Nanni, Stefano Ghidoni, Sheryl Brahnam
Deep Features for training Support Vector Machine. CoRR (2021)
Loris Nanni, Daniela Cuza, Alessandra Lumini, Andrea Loreggia, Sheryl Brahnam
Deep ensembles in bioimage segmentation. CoRR (2021)
Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
Comparison of different convolutional neural network activation functions and methods for building ensembles. CoRR (2021)
Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam
High performing ensemble of convolutional neural networks for insect pest image detection. CoRR (2021)
Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini
Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks. Sensors 21 (5) (2021)
Diego Baldissera, Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Postprocessing for Skin Detection. J. Imaging 7 (6) (2021)
Loris Nanni, Stefano Ghidoni, Sheryl Brahnam
Deep Features for Training Support Vector Machines. J. Imaging 7 (9) (2021)
Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini
Comparison of Different Image Data Augmentation Approaches. J. Imaging 7 (12) (2021)
Loris Nanni, Alessandra Lumini, Alessandro Manfe, Sheryl Brahnam, Giorgio Venturin
Gated recurrent units and temporal convolutional network for multilabel classification. CoRR (2021)
Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam
iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. Expert Syst. Appl. 142 (2020)
Loris Nanni, Sheryl Brahnam, Gianluca Maguolo
Anatomical Therapeutic Chemical Classification (ATC) With Multi-Label Learners and Deep Features. Int. J. Nat. Comput. Res. 9 (3) (2020)
Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla
Ensemble of convolutional neural networks to improve animal audio classification. EURASIP J. Audio Speech Music. Process. 2020 (1) (2020)
Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
An Ensemble of Convolutional Neural Networks for Audio Classification. CoRR (2020)
Loris Nanni, Sheryl Brahnam, Christian Salvatore, Isabella Castiglioni, Alzheimer's Disease Neuroimaging Initiative
Texture descriptors and voxels for the early diagnosis of Alzheimer's disease. Artif. Intell. Medicine 97 (2019)
Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini
Bioimage Classification with Handcrafted and Learned Features. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (3) (2019)
Luigi Celona, Sheryl Brahnam, Simone Bianco
Getting the most of few data for neonatal pain assessment. PervasiveHealth (2019)
Loris Nanni, Alessandra Lumini, Federica Pasquali, Sheryl Brahnam
iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. CoRR (2019)
Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla, Sheryl Brahnam, Loris Nanni, Shannon McMurtrey
Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP (2019)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Face Detection Ensemble with Methods Using Depth Information to Filter False Positives. Sensors 19 (23) (2019)
Loris Nanni, Sheryl Brahnam
Set of approaches based on 3D structure and position specific-scoring matrix for predicting DNA-binding proteins. Bioinform. 35 (11) (2019)
Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Gianluca Maguolo
General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation. CoRR (2019)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Texture descriptors for representing feature vectors. Expert Syst. Appl. 122 (2019)
Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr., Ricky L. Brattin, Zhao Zhao
Bird and whale species identification using sound images. IET Comput. Vis. 12 (2) (2018)
Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
Combining visual and acoustic features for audio classification tasks. Pattern Recognit. Lett. 88 (2017)
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. Expert Syst. Appl. 82 (2017)
Loris Nanni, Stefano Ghidoni, Sheryl Brahnam
Handcrafted vs. non-handcrafted features for computer vision classification. Pattern Recognit. 71 (2017)
Loris Nanni, Sheryl Brahnam
Multi-label classifier based on histogram of gradients for predicting the anatomical therapeutic chemical class/classes of a given compound. Bioinform. 33 (18) (2017)
Loris Nanni, Alessandra Lumini, Sheryl Brahnam
Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches. Appl. Soft Comput. 61 (2017)
Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
Combining Visual and Acoustic Features for Bird Species Classification. ICTAI (2016)
Alessandra Lumini, Loris Nanni, Sheryl Brahnam
Multilayer descriptors for medical image classification. Comput. Biol. Medicine 72 (2016)
Loris Nanni, Alessandra Lumini, Sheryl Brahnam
Weighted Reward-Punishment Editing. Pattern Recognit. Lett. 75 (2016)
Sheryl Brahnam, Jenifer J. Roberts, Loris Nanni, Cathy L. Starr, Sandra L. Bailey
Design of a Bullying Detection/Alert System for School-Wide Intervention. HCI (2) (2015)
Cathy L. Starr, Sandra L. Bailey, Sheryl Brahnam, Jenifer J. Roberts
Historical Registry of Our Families Through Textiles. HCI (3) (2015)
Sheryl Brahnam, Margaret Weaver
Re/Framing Virtual Conversational Partners: A Feminist Critique and Tentative Move Towards a New Design Paradigm. HCI (19) (2015)
Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Alessandra Lumini
Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification. Comput. Intell. Neurosci. 2015 (2015)
Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti
Improving the descriptors extracted from the co-occurrence matrix using preprocessing approaches. Expert Syst. Appl. 42 (22) (2015)
Loris Nanni, Michelangelo Paci, Florentino Luciano Caetano dos Santos, Sheryl Brahnam, Jari A. K. Hyttinen
Analysis of Virus Textures in Transmission Electron Microscopy Images. InMed (2014)
Stefano Ghidoni, Loris Nanni, Sheryl Brahnam, Emanuele Menegatti
Texture Descriptors Based on Dijkstra's Algorithm for Medical Image Analysis. InMed (2014)
Sheryl Brahnam, Anthony Lewis Brooks
Two Innovative Healthcare Technologies at the Intersection of Serious Games, Alternative Realities, and Play Therapy. InMed (2014)
Sheryl Brahnam
HCI Prototyping and Modeling of Future Psychotherapy Technologies in Second Life. HCI (1) (2014)
Loris Nanni, Alessandra Lumini, Sheryl Brahnam
Ensemble of shape descriptors for shape retrieval and classification. Int. J. Adv. Intell. Paradigms 6 (2) (2014)
Loris Nanni, Michelangelo Paci, Sheryl Brahnam
Indirect immunofluorescence image classification using texture descriptors. Expert Syst. Appl. 41 (5) (2014)
Sheryl Brahnam
Theory-Guided Virtual Reality Psychotherapies: Going beyond CBT-Based Approaches. HCI (19) (2013)
Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti, Tonya Barrier
A comparison of methods for extracting information from the co-occurrence matrix for subcellular classification. Expert Syst. Appl. 40 (18) (2013)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Random interest regions for object recognition based on texture descriptors and bag of features. Expert Syst. Appl. 39 (1) (2012)
Sheryl Brahnam, Antonella De Angeli
Gender affordances of conversational agents. Interact. Comput. 24 (3) (2012)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Combining multiple approaches for gene microarray classification. Bioinform. 28 (8) (2012)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
A simple method for improving local binary patterns by considering non-uniform patterns. Pattern Recognit. 45 (10) (2012)
Loris Nanni, Alessandra Lumini, Sheryl Brahnam
Survey on LBP based texture descriptors for image classification. Expert Syst. Appl. 39 (3) (2012)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
A user dependent multi-resolution approach for biometric data. Int. J. Inf. Technol. Manag. 11 (1/2) (2012)
Loris Nanni, Alessandra Lumini, Sheryl Brahnam
A classifier ensemble approach for the missing feature problem. Artif. Intell. Medicine 55 (1) (2012)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
A very high performing system to discriminate tissues in mammograms as benign and malignant. Expert Syst. Appl. 39 (2) (2012)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Local phase quantization descriptor for improving shape retrieval/classification. Pattern Recognit. Lett. 33 (16) (2012)
Sheryl Brahnam
To hear - to say: the mediating presence of the healing witness. AI Soc. 27 (1) (2012)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Matrix representation in pattern classification. Expert Syst. Appl. 39 (3) (2012)
Sheryl Brahnam, Marianthe Karanikas, Margaret Weaver
(Un)dressing the interface: Exposing the foundational HCI metaphor "computer is woman". Interact. Comput. 23 (5) (2011)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Local Ternary Patterns from Three Orthogonal Planes for human action classification. Expert Syst. Appl. 38 (5) (2011)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Combining different local binary pattern variants to boost performance. Expert Syst. Appl. 38 (5) (2011)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Texture descriptors for generic pattern classification problems. Expert Syst. Appl. 38 (8) (2011)
Loris Nanni, Alessandra Lumini, Sheryl Brahnam
Likelihood ratio based features for a trained biometric score fusion. Expert Syst. Appl. 38 (1) (2011)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns. IPCV (2010)
Sheryl Brahnam, Loris Nanni
Predicting trait impressions of faces using local face recognition techniques. Expert Syst. Appl. 37 (7) (2010)
Loris Nanni, Alessandra Lumini, Sheryl Brahnam
Local binary patterns variants as texture descriptors for medical image analysis. Artif. Intell. Medicine 49 (2) (2010)
Loris Nanni, Sheryl Brahnam, Alessandra Lumini
A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states. Expert Syst. Appl. 37 (12) (2010)
Loris Nanni, Alessandra Lumini, Sheryl Brahnam
Advanced machine learning techniques for microarray spot quality classification. Neural Comput. Appl. 19 (3) (2010)
Sheryl Brahnam, Loris Nanni, Jian-Yu Shi, Alessandra Lumini
Local Phase Quantization Texture Descriptor for Protein Classification. BIOCOMP (2010)
Loris Nanni, Sheryl Brahnam
A Genetic Algorithm for Creating a Set of Color Spaces for Ear Authentication. IPCV (2009)
Sheryl Brahnam
Building Character for Artificial Conversational Agents: Ethos, Ethics, Believability, and Credibility. PsychNology J. 7 (1) (2009)
Sheryl Brahnam, Loris Nanni
High Performance Set of Features for Human Action Classification. IPCV (2009)
Sheryl Brahnam, Loris Nanni, Randall S. Sexton
Neonatal Facial Pain Detection Using NNSOA and LSVM. IPCV (2008)
Antonella De Angeli, Sheryl Brahnam
I hate you! Disinhibition with virtual partners. Interact. Comput. 20 (3) (2008)
Sheryl Brahnam, Antonella De Angeli
Special issue on the abuse and misuse of social agents. Interact. Comput. 20 (3) (2008)
Sheryl Brahnam, Chao-Fa Chuang, Randall S. Sexton, Frank Y. Shih
Machine assessment of neonatal facial expressions of acute pain. Decis. Support Syst. 43 (4) (2007)
Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack
Machine recognition and representation of neonatal facial displays of acute pain. Artif. Intell. Medicine 36 (3) (2006)
Antonella De Angeli, Sheryl Brahnam, Peter Wallis, Alan J. Dix
Misuse and abuse of interactive technologies. CHI Extended Abstracts (2006)
Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Melinda R. Slack
SVM Classification of Neonatal Facial Images of Pain. WILF (2005)
Sheryl Brahnam
Towards Smart Embodiment for Virtual Agents. AAMAS (2004)
Sheryl Brahnam, Michael A. Hignite, Thomas M. Margavio, Tonya Barrier, Jerry Chin
Are Women in IS Better at Managing Conflict? AMCIS (2004)
Sheryl Brahnam
Person Perception for Social Agents: Research on Outfitting Social Agents with a Facial Trait Perception System. WRAC (2002)