Sheryl Brahnam

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

2022

Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets.

[BibT_eX]

[DOI]

Sensors, 2022

Feature transforms for image data augmentation.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Convolutional Neural Networks for the Identification of African Lions from Individual Vocalizations.

[BibT_eX]

[DOI]

J. Imaging, 2022

High performing ensemble of convolutional neural networks for insect pest image detection.

[BibT_eX]

[DOI]

Ecol. Informatics, 2022

Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Selected Artificial Intelligence Areas, 2022

2021

Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks.

[BibT_eX]

[DOI]

Sensors, 2021

Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks.

[BibT_eX]

[DOI]

Sensors, 2021

Comparison of Different Image Data Augmentation Approaches.

[BibT_eX]

[DOI]

J. Imaging, 2021

Deep Features for Training Support Vector Machines.

[BibT_eX]

[DOI]

Stefano Ghidoni

J. Imaging, 2021

Postprocessing for Skin Detection.

[BibT_eX]

[DOI]

J. Imaging, 2021

Deep ensembles in bioimage segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Gated recurrent units and temporal convolutional network for multilabel classification.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Features for training Support Vector Machine.

[BibT_eX]

[DOI]

Stefano Ghidoni

CoRR, 2021

Comparison of different convolutional neural network activation functions and methods for building ensembles.

[BibT_eX]

[DOI]

CoRR, 2021

Neural networks for Anatomical Therapeutic Chemical (ATC).

[BibT_eX]

[DOI]

CoRR, 2021

2020

Anatomical Therapeutic Chemical Classification (ATC) With Multi-Label Learners and Deep Features.

[BibT_eX]

[DOI]

Gianluca Maguolo

Int. J. Nat. Comput. Res., 2020

iProStruct2D: Identifying protein structural classes by deep learning via 2D representations.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Ensemble of convolutional neural networks to improve animal audio classification.

[BibT_eX]

[DOI]

Rafael B. Mangolin

Carlos N. Silla

EURASIP J. Audio Speech Music. Process., 2020

An Ensemble of Convolutional Neural Networks for Audio Classification.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Bioimage Classification with Handcrafted and Learned Features.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Face Detection Ensemble with Methods Using Depth Information to Filter False Positives.

[BibT_eX]

[DOI]

Sensors, 2019

Texture descriptors for representing feature vectors.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation.

[BibT_eX]

[DOI]

CoRR, 2019

Set of approaches based on 3D structure and position specific-scoring matrix for predicting DNA-binding proteins.

[BibT_eX]

[DOI]

Alzheimer's Disease Neuroimaging Initiative

Bioinform., 2019

Texture descriptors and voxels for the early diagnosis of Alzheimer's disease.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2019

Getting the most of few data for neonatal pain assessment.

[BibT_eX]

[DOI]

Luigi Celona

Simone Bianco

Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

Identification of Infants' Cry Motivation Using Spectrograms.

[BibT_eX]

[DOI]

Gustavo Zanoni Felipe

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

2018

Bird and whale species identification using sound images.

[BibT_eX]

[DOI]

Carlos Nascimento Silla Jr.

Ricky L. Brattin

Zhao Zhao

IET Comput. Vis., 2018

2017

Combining visual and acoustic features for audio classification tasks.

[BibT_eX]

[DOI]

Carlos Nascimento Silla Jr.

Diego Rafael Lucio

Pattern Recognit. Lett., 2017

Handcrafted vs. non-handcrafted features for computer vision classification.

[BibT_eX]

[DOI]

Stefano Ghidoni

Pattern Recognit., 2017

An ensemble of visual features for Gaussians of local descriptors and non-binary coding for texture descriptors.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Multi-label classifier based on histogram of gradients for predicting the anatomical therapeutic chemical class/classes of a given compound.

[BibT_eX]

[DOI]

Bioinform., 2017

Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

2016

Weighted Reward-Punishment Editing.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

Multilayer descriptors for medical image classification.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2016

Combining Visual and Acoustic Features for Bird Species Classification.

[BibT_eX]

[DOI]

Carlos Nascimento Silla Jr.

Diego Rafael Lucio

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

2015

Improving the descriptors extracted from the co-occurrence matrix using preprocessing approaches.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2015

Historical Registry of Our Families Through Textiles.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction: Users and Contexts, 2015

Re/Framing Virtual Conversational Partners: A Feminist Critique and Tentative Move Towards a New Design Paradigm.

[BibT_eX]

[DOI]

Margaret Weaver

Proceedings of the Design, User Experience, and Usability: Users and Interactions, 2015

Design of a Bullying Detection/Alert System for School-Wide Intervention.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction: Interaction Technologies, 2015

2014

Technologies of Inclusive Well-Being at the Intersection of Serious Games, Alternative Realities, and Play Therapy.

[BibT_eX]

[DOI]

Anthony Lewis Brooks

Lakhmi C. Jain

Proceedings of the Technologies of Inclusive Well-Being, 2014

Ensemble of shape descriptors for shape retrieval and classification.

[BibT_eX]

[DOI]

Int. J. Adv. Intell. Paradigms, 2014

Indirect immunofluorescence image classification using texture descriptors.

[BibT_eX]

[DOI]

Michelangelo Paci

Expert Syst. Appl., 2014

Analysis of Virus Textures in Transmission Electron Microscopy Images.

[BibT_eX]

[DOI]

Florentino Luciano Caetano dos Santos

Michelangelo Paci

Jari A. K. Hyttinen

Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Texture Descriptors Based on Dijkstra's Algorithm for Medical Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Two Innovative Healthcare Technologies at the Intersection of Serious Games, Alternative Realities, and Play Therapy.

[BibT_eX]

[DOI]

Anthony Lewis Brooks

Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

HCI Prototyping and Modeling of Future Psychotherapy Technologies in Second Life.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction. Theories, Methods, and Tools, 2014

2013

Ensemble of Local Phase Quantization Variants with Ternary Encoding.

[BibT_eX]

[DOI]

Proceedings of the Local Binary Patterns: New Variants and Applications, 2013

Introduction to Local Binary Patterns: New Variants and Applications.

[BibT_eX]

[DOI]

Proceedings of the Local Binary Patterns: New Variants and Applications, 2013

A comparison of methods for extracting information from the co-occurrence matrix for subcellular classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Theory-Guided Virtual Reality Psychotherapies: Going beyond CBT-Based Approaches.

[BibT_eX]

[DOI]

Proceedings of the Virtual, Augmented and Mixed Reality. Systems and Applications, 2013

2012

Local phase quantization descriptor for improving shape retrieval/classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

A simple method for improving local binary patterns by considering non-uniform patterns.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Gender affordances of conversational agents.

[BibT_eX]

[DOI]

Antonella De Angeli

Interact. Comput., 2012

A user dependent multi-resolution approach for biometric data.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Manag., 2012

Survey on LBP based texture descriptors for image classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Random interest regions for object recognition based on texture descriptors and bag of features.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Matrix representation in pattern classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

A very high performing system to discriminate tissues in mammograms as benign and malignant.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Combining multiple approaches for gene microarray classification.

[BibT_eX]

[DOI]

Bioinform., 2012

A classifier ensemble approach for the missing feature problem.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2012

To hear - to say: the mediating presence of the healing witness.

[BibT_eX]

[DOI]

AI Soc., 2012

2011

(Un)dressing the interface: Exposing the foundational HCI metaphor "computer is woman".

[BibT_eX]

[DOI]

Marianthe Karanikas

Margaret Weaver

Interact. Comput., 2011

Likelihood ratio based features for a trained biometric score fusion.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Texture descriptors for generic pattern classification problems.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Combining different local binary pattern variants to boost performance.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Local Ternary Patterns from Three Orthogonal Planes for human action classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

2010

Advanced machine learning techniques for microarray spot quality classification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2010

A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2010

Predicting trait impressions of faces using local face recognition techniques.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2010

Local binary patterns variants as texture descriptors for medical image analysis.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2010

Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns.

[BibT_eX]

Proceedings of the 2010 International Conference on Image Processing, 2010

Local Phase Quantization Texture Descriptor for Protein Classification.

[BibT_eX]

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

2009

Building Character for Artificial Conversational Agents: Ethos, Ethics, Believability, and Credibility.

[BibT_eX]

[DOI]

PsychNology J., 2009

A Genetic Algorithm for Creating a Set of Color Spaces for Ear Authentication.

[BibT_eX]

Proceedings of the 2009 International Conference on Image Processing, 2009

High Performance Set of Features for Human Action Classification.

[BibT_eX]

Proceedings of the 2009 International Conference on Image Processing, 2009

2008

Special issue on the abuse and misuse of social agents.

[BibT_eX]

[DOI]

Antonella De Angeli

Interact. Comput., 2008

I hate you! Disinhibition with virtual partners.

[BibT_eX]

[DOI]

Antonella De Angeli

Interact. Comput., 2008

Neonatal Facial Pain Detection Using NNSOA and LSVM.

[BibT_eX]

Randall S. Sexton

Proceedings of the 2008 International Conference on Image Processing, 2008

2007

Introduction to Neonatal Facial Pain Detection Using Common and Advanced Face Classification Techniques.

[BibT_eX]

[DOI]

Randall S. Sexton

Proceedings of the Advanced Computational Intelligence Paradigms in Healthcare - 1, 2007

Machine assessment of neonatal facial expressions of acute pain.

[BibT_eX]

[DOI]

Decis. Support Syst., 2007

2006

Machine recognition and representation of neonatal facial displays of acute pain.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2006

Misuse and abuse of interactive technologies.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

2005

SVM Classification of Neonatal Facial Images of Pain.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005

2004

Towards Smart Embodiment for Virtual Agents.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

Are Women in IS Better at Managing Conflict?

[BibT_eX]

[DOI]

Proceedings of the 10th Americas Conference on Information Systems, 2004

2002

Person Perception for Social Agents: Research on Outfitting Social Agents with a Facial Trait Perception System.

[BibT_eX]

[DOI]