Intelligent Management of Computer Networks: The GIR Proposal. - Alceu de Souza Britto Jr.; Emerson Cabrera Paraiso; Edson Emílio Scalabrin; Celso A. A. Kaestner (SCCC, 1998)

An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings. - Alceu de Souza Britto Jr.; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (ICAPR, 2001)

A Two-Stage HMM-Based System for Recognizing Handwritten Numeral Strings. - Alceu de Souza Britto Jr.; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (ICDAR, 2001)

Técnicas em Processamento e Análise de Documentos Manuscritos. - Alceu de Souza Britto Jr.; Cinthia Obladen de Almendra Freitas; Edson J. R. Justino; Díbio Leandro Borges; Jacques Facon; Flávio Bortolozzi; Robert Sabourin (RITA, 2001)

A String Length Predictor to Control the Level Building of HMMs for Handwritten Numeral Recognition. - Alceu de Souza Britto Jr.; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (ICPR (4), 2002)

Salient Features and Hypothesis Testing: evaluating a novel approach for segmentation and address block location. - David Menoti; Díbio Leandro Borges; Alceu de Souza Britto Jr. (CVPR Workshops, 2003)

A Low-Cost Parallel K-Means VQ Algorithm Using Cluster Computing. - Alceu de Souza Britto Jr.; Paulo Sergio Lopes de Souza; Robert Sabourin; Simone do Rócio Senger de Souza; Díbio Leandro Borges (ICDAR, 2003)

Segmentation of Postal Envelopes for Address Block Location: an approach based on feature selection in wavelet space. - David Menoti; Díbio Leandro Borges; Jacques Facon; Alceu de Souza Britto Jr. (ICDAR, 2003)

Complementary features combined in an HMM-based system to recognize handwritten digits. - Alceu de Souza Britto Jr. (ICIAP, 2003)

The recognition of handwritten numeral strings using a two-stage HMM-based method. - Alceu de Souza Britto Jr.; Robert Sabourin; Flávio Bortolozzi (Int. J. Document Anal. Recognit., 2003)

Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings. - Alceu de Souza Britto Jr.; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (IWFHR, 2004)

An optimized hill climbing algorithm for feature subset selection: evaluation on handwritten character recognition. - Carlos M. Nunes; Alceu de Souza Britto Jr.; Celso A. A. Kaestner; Robert Sabourin (IWFHR, 2004)

K-Means VQ algorithm using a low-cost parallel cluster computing. - Paulo Sergio Lopes de Souza; Alceu de Souza Britto Jr.; Robert Sabourin; Simone do Rócio Senger de Souza; Díbio Leandro Borges (Parallel and Distributed Computing and Networks, 2004)

Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition. - Carlos M. Nunes; Alceu de Souza Britto Jr.; Celso A. A. Kaestner; Robert Sabourin (SSPR/SPR, 2004)

A Synthetic Database to Assess Segmentation Algorithms. - Luiz S. Oliveira; Alceu de Souza Britto Jr.; Robert Sabourin (ICDAR, 2005)

Improving Cascading Classifiers with Particle Swarm Optimization. - Luiz S. Oliveira; Alceu de Souza Britto Jr.; Robert Sabourin (ICDAR, 2005)

Optimizing class-related thresholds with particle swarm optimization. - Luiz S. Oliveira; Alceu S. Britto Jr.; Robert Sabourin (IJCNN, 2005)

Evolving ensemble of classifiers in random subspace. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (GECCO, 2006)

A New Objective Function for Ensemble Selection in Random Subspaces. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (ICPR (4), 2006)

Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (IJCNN, 2006)

An implicit segmentation-based method for recognition of handwritten strings of characters. - Paulo Rodrigo Cavalin; Alceu de Souza Britto Jr.; Flávio Bortolozzi; Robert Sabourin; Luiz E. Soares de Oliveira (SAC, 2006)

K-Nearest Oracle for Dynamic Ensemble Selection. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (ICDAR, 2007)

A New HMM-Based Ensemble Generation Method for Numeral Recognition. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (MCS, 2007)

Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (MCS, 2007)

A New Dynamic Ensemble Selection Method for Numeral Recognition. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (MCS, 2007)

Detection and Classification of Human Movements in Video Scenes. - Andre G. Hochuli; Luiz E. Soares de Oliveira; Alceu de Souza Britto Jr.; Alessandro L. Koerich (PSIVT, 2007)

People Counting in Low Density Video Sequences. - Jaime Dalla Valle; Luiz E. Soares de Oliveira; Alessandro L. Koerich; Alceu de Souza Britto Jr. (PSIVT, 2007)

Detection of non-conventional events on video scenes. - Andre G. Hochuli; Alceu de Souza Britto Jr.; Alessandro L. Koerich (SMC, 2007)

Pairwise fusion matrix for combining classifiers. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr.; Luiz S. Oliveira (Pattern Recognit., 2007)

A new HMM training and testing scheme. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (ICPR, 2008)

The implication of data diversity for a classifier-free ensemble selection in random subspaces. - Albert Hung-Ren Ko; Robert Sabourin; Luiz E. Soares de Oliveira; Alceu de Souza Britto Jr. (ICPR, 2008)

From dynamic classifier selection to dynamic ensemble selection. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (Pattern Recognit., 2008)

Filtering segmentation cuts for digit string recognition. - Eduardo Vellasques; Luiz S. Oliveira; Alceu de Souza Britto Jr.; Alessandro L. Koerich; Robert Sabourin (Pattern Recognit., 2008)

Inspeção Automática de Defeitos em Madeiras de Pinus usando Visão Computacional. - Luiz E. S. Oliveira; Paulo Rodrigo Cavalin; Alceu S. Britto Jr.; Alessandro L. Koerich (RITA, 2008)

Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. - Murilo Santos; Albert Hung-Ren Ko; Luiz S. Oliveira; Robert Sabourin; Alessandro L. Koerich; Alceu de Souza Britto Jr. (ICDAR, 2009)

Compound Diversity Functions for Ensemble Selection. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (Int. J. Pattern Recognit. Artif. Intell., 2009)

Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer. - Albert Hung-Ren Ko; Robert Sabourin; Alceu de Souza Britto Jr. (Pattern Anal. Appl., 2009)

Leave-One-Out-Training and Leave-One-Out-Testing Hidden Markov Models for a Handwritten Numeral Recognizer: The Implications of a Single Classifier and Multiple Classifications. - Albert Hung-Ren Ko; Paulo Rodrigo Cavalin; Robert Sabourin; Alceu de Souza Britto Jr. (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters. - Paulo Rodrigo Cavalin; Robert Sabourin; Ching Y. Suen; Alceu de Souza Britto Jr. (Pattern Recognit., 2009)

Verification of Unconstrained Handwritten Words at Character Level. - Alessandro L. Koerich; Alceu de Souza Britto Jr.; Luiz E. Soares de Oliveira (ICFHR, 2010)

Forest Species Recognition Using Color-Based Features. - Pedro Luiz de Paula Filho; Luiz S. Oliveira; Alceu de Souza Britto Jr.; Robert Sabourin (ICPR, 2010)

Evaluation of different feature sets in an OCR free method for word spotting in printed documents. - Israel Rios; Alceu de Souza Britto Jr.; Alessandro L. Koerich; Luiz S. Oliveira (SAC, 2010)

Dynamic Zoning Selection for Handwritten Character Recognition. - Luciane Y. Hirabara; Simone B. K. Aires; Cinthia O. A. Freitas; Alceu de Souza Britto Jr.; Robert Sabourin (CIARP, 2011)

2D Principal Component Analysis for Face and Facial-Expression Recognition. - Luiz S. Oliveira; Marcelo Mansano; Alessandro L. Koerich; Alceu de Souza Britto Jr. (Comput. Sci. Eng., 2011)

An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets. - Israel Rios; Alceu de Souza Britto Jr.; Alessandro L. Koerich; Luiz E. Soares de Oliveira (J. Univers. Comput. Sci., 2011)

An approach to locate the identification code of train wagons from digital videos. - Marcelo Souza Ramos Jr.; Jacques Facon; Alceu de Souza Britto Jr. (CLEI, 2012)

Assessing handwitten digit segmentation algorithms. - Felipe Ribas; Luiz S. Oliveira; Alceu de Souza Britto Jr.; Robert Sabourin (SAC, 2012)

Music genre classification using dynamic selection of ensemble of classifiers. - Paulo Ricardo Lisboa de Almeida; Eunelson Jose da Silva Junior; Tatiana Montes Celinski; Alceu de Souza Britto Jr.; Luis Eduardo Soares de Oliveira; Alessandro Lameiras Koerich (SMC, 2012)

Parking Space Detection Using Textural Descriptors. - Paulo Ricardo Lisboa de Almeida; Luiz S. Oliveira; Eunelson Silva; Alceu de Souza Britto Jr.; Alessandro L. Koerich (SMC, 2013)

Network infrastructure design with a multilevel algorithm. - Hideson Alves da Silva; Alceu de Souza Britto Jr.; Luis Eduardo Soares de Oliveira; Alessandro L. Koerich (Expert Syst. Appl., 2013)

Fusion of feature sets and classifiers for facial expression recognition. - Thiago H. H. Zavaschi; Alceu de Souza Britto Jr.; Luiz S. Oliveira; Alessandro L. Koerich (Expert Syst. Appl., 2013)

Handwritten digit segmentation: a comparative study. - F. C. Ribas; Luiz E. Soares de Oliveira; Alceu de Souza Britto Jr.; Robert Sabourin (Int. J. Document Anal. Recognit., 2013)

An HMM-Based Gesture Recognition Method Trained on Few Samples. - Vinicius Godoy; Alceu S. Britto Jr.; Alessandro L. Koerich; Jacques Facon; Luiz E. S. Oliveira (ICTAI, 2014)

A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces. - Albert Hung-Ren Ko; Robert Sabourin; Alceu S. Britto Jr.; Luiz E. S. Oliveira (CoRR, 2014)

Forest species recognition using macroscopic images. - Pedro Luiz de Paula Filho; Luiz S. Oliveira; Silvana Nisgoski; Alceu de Souza Britto Jr. (Mach. Vis. Appl., 2014)

Dynamic selection of classifiers - A comprehensive review. - Alceu S. Britto Jr.; Robert Sabourin; Luiz E. Soares de Oliveira (Pattern Recognit., 2014)

Visual and acoustic identification of bird species. - Andreia Marini; Alef J. Turatti; Alceu S. Britto Jr.; Alessandro L. Koerich (ICASSP, 2015)

Towards a SignWriting recognition system. - D. Stiehl; L. Addams; Luiz S. Oliveira; Cayley Guimaraes; Alceu S. Britto Jr. (ICDAR, 2015)

Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection. - Leila Maria Vriesmann; Alceu S. Britto Jr.; Luiz S. Oliveira; Alessandro L. Koerich; Robert Sabourin (IJCNN, 2015)

PKLot - A robust dataset for parking lot classification. - Paulo Ricardo Lisboa de Almeida; Luiz S. Oliveira; Alceu S. Britto Jr.; Eunelson Jose da Silva Junior; Alessandro L. Koerich (Expert Syst. Appl., 2015)

Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation. - Jefferson G. Martins; Luiz S. Oliveira; Alceu S. Britto Jr.; Robert Sabourin (Mach. Vis. Appl., 2015)

A benchmark of classifiers on feature drifting data streams. - Jean Paul Barddal; Heitor Murilo Gomes; Alceu de Souza Britto Jr.; Fabrício Enembreck (ICPR, 2016)

Overcoming feature drifts via dynamic feature weighted k-nearest neighbor learning. - Jean Paul Barddal; Heitor Murilo Gomes; Jones Granatyr; Alceu de Souza Britto Jr.; Fabrício Enembreck (ICPR, 2016)

Handling Concept Drifts Using Dynamic Selection of Classifiers. - Paulo Ricardo Lisboa de Almeida; Luiz S. Oliveira; Alceu de Souza Britto Jr.; Robert Sabourin (ICTAI, 2016)

Contribution of data complexity features on dynamic classifier selection. - Andre L. Brun; Alceu S. Britto Jr.; Luiz S. Oliveira; Fabrício Enembreck; Robert Sabourin (IJCNN, 2016)

A computational approach for authorship attribution of literary texts using sintatic features. - Paulo Varela; Edson J. R. Justino; Alceu S. Britto Jr.; Flávio Bortolozzi (IJCNN, 2016)

A flexible hierarchical approach for facial age estimation based on multiple features. - Jhony K. Pontes; Alceu S. Britto Jr.; Clinton Fookes; Alessandro L. Koerich (Pattern Recognit., 2016)

Two-stage facial age prediction using group-specific features. - Jhony K. Pontes; Clinton Fookes; Alceu S. Britto Jr.; Alessandro L. Koerich (ICASSP, 2017)

The Foreign Language Effect in Risk Decision-Making: A Cross-Country Review of Brazilians and Poles Behavior in a Loss Aversion Experiment. - David Ascher 003; Jan Polowczyk; Anna Wielicka-Regulska; Wesley Vieira da Silva; Alceu de Souza Britto Junior (ICEME, 2017)

A two-step cascade classification method. - Eunelson Jose da Silva Junior; Alceu S. Britto Jr.; Luiz S. Oliveira; Fabrício Enembreck; Robert Sabourin; Alessandro L. Koerich (IJCNN, 2017)

Supervised Approach to Sky and Ground Classification Using Whiteness-Based Features. - Flávia Letícia de Mattos; Arlete Teresinha Beuren; Bruno Miguel Nogueira de Souza; Alceu de Souza Britto Jr.; Jacques Facon (MICAI (2), 2017)

Multiple classifier system for plant leaf recognition. - Voncarlos Araujo; Alceu S. Britto Jr.; Andre L. Brun; Alessandro L. Koerich; Rosane Palate (SMC, 2017)

Automatic counting of trypanosomatid amastigotes in infected human cells. - Cleber de Souza Relli; Jacques Facon; Horacio Legal Ayala; Alceu de Souza Britto Jr. (Comput. Biol. Medicine, 2017)

People Counting in Crowded and Outdoor Scenes using an Hybrid Multi-Camera Approach. - Fabio Dittrich; Luiz Eduardo Soares de Oliveira; Alceu S. Britto Jr.; Alessandro L. Koerich (CoRR, 2017)

Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation. - Diego Rafael Lucio; Rayson Laroca; Evair Severo; Alceu S. Britto Jr.; David Menotti (BTAS, 2018)

Fine-Grained Hierarchical Classification of Plant Leaf Images Using Fusion of Deep Models. - Voncarlos M. Araújo; Alceu S. Britto Jr.; André L. Brun; Alessandro L. Koerich; Luiz E. S. Oliveira (ICTAI, 2018)

Forest Species Recognition Based on Ensembles of Classifiers. - Jefferson G. Martins; Luiz S. Oliveira; Robert Sabourin; Alceu S. Britto Jr. (ICTAI, 2018)

A Brazilian Speech Database. - Marco Aurelio Deoldoto Paulino; Yandre Maldonado e Gomes da Costa; Alceu S. Britto Jr.; Alisson Renan Svaigen; Linnyer Beatrys Ruiz Aylon; Luiz Eduardo Soares de Oliveira (ICTAI, 2018)

Dynamic Ensemble Selection by K-Nearest Local Oracles with Discrimination Index. - Marcelo Pereira; Alceu S. Britto Jr.; Luiz S. Oliveira; Robert Sabourin (ICTAI, 2018)

Fusion of Classifiers Based on Centrality Measures. - Ronan Assumpção Silva; Alceu S. Britto Jr.; Fabrício Enembreck; Robert Sabourin; Luis S. Oliveira (ICTAI, 2018)

Segmentation-Free Approaches For Handwritten Numeral String Recognition. - Andre G. Hochuli; Luiz S. Oliveira; Alceu de Souza Britto Jr.; Robert Sabourin (IJCNN, 2018)

Document Image Retrieval Using Deep Features. - Kelly Lais Wiggers; Alceu S. Britto Jr.; Laurent Heutte; Alessandro L. Koerich; Luiz Eduardo Soares de Oliveira (IJCNN, 2018)

Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. - Cides S. Bezerra; Rayson Laroca; Diego Rafael Lucio; Evair Severo; Lucas F. Oliveira; Alceu S. Britto Jr.; David Menotti (SIBGRAPI, 2018)

The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. - Luiz Antonio Zanlorensi; Eduardo José da S. Luz; Rayson Laroca; Alceu S. Britto Jr.; Luiz S. Oliveira; David Menotti (SIBGRAPI, 2018)

Image Metamorphosis to Support Forensic Reconstruction. - Breno Azevedo; Jacques Facon; Alceu de Souza Britto Jr. (SMC, 2018)

Fully Connected Networks and Generative Neural Networks Applied to Sclera Segmentation. - Diego Rafael Lucio; Rayson Laroca; Evair Severo; Alceu S. Britto Jr.; David Menotti (CoRR, 2018)

Multi-label Classification of User Reactions in Online News. - Zacarias Curi; Alceu de Souza Britto Jr.; Emerson Cabrera Paraiso (CoRR, 2018)

Automatic classification of native wood charcoal. - Teruo M. Maruyama; Luiz Eduardo Soares de Oliveira; Alceu de Souza Britto Jr.; Silvana Nisgoski (Ecol. Informatics, 2018)

Adapting dynamic classifier selection for concept drift. - Paulo R. L. Almeida; Luiz S. Oliveira; Alceu S. Britto Jr.; Robert Sabourin (Expert Syst. Appl., 2018)

A framework for dynamic classifier selection oriented by the classification problem difficulty. - Andre L. Brun; Alceu S. Britto Jr.; Luiz S. Oliveira; Fabrício Enembreck; Robert Sabourin (Pattern Recognit., 2018)

Handwritten digit segmentation: Is it still necessary? - Andre G. Hochuli; Luiz S. Oliveira; Alceu de Souza Britto Jr.; Robert Sabourin (Pattern Recognit., 2018)

Texture CNN for Histopathological Image Classification. - Jonathan de Matos; Alceu de Souza Britto Jr.; Luiz Eduardo Soares de Oliveira; Alessandro Lameiras Koerich (CBMS, 2019)

Using Correlation for Labelset Selection in Multi-Label Classification of Users Reactions. - Zacarias Curi; Alceu de Souza Britto Jr.; Emerson Cabrera Paraiso (FLAIRS, 2019)

Binarization of Degraded Document Images using Convolutional Neural Networks Based on Predicted Two-Channel Images. - Younes Akbari; Alceu S. Britto Jr.; Somaya Al-Máadeed; Luiz S. Oliveira (ICDAR, 2019)

Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features. - Bruno Kostiuk; Yandre M. G. Costa; Alceu de Souza Britto Jr.; Xiao Hu; Carlos N. Silla (ICTAI, 2019)

Texture CNN for Thermoelectric Metal Pipe Image Classification. - Daniel Vriesman; Alceu S. Britto Jr.; Alessandro Zimmer; Alessandro Lameiras Koerich (ICTAI, 2019)

Double Transfer Learning for Breast Cancer Histopathologic Image Classification. - Jonathan de Matos; Alceu de Souza Britto Jr.; Luiz E. S. Oliveira; Alessandro L. Koerich (IJCNN, 2019)

Representation Learning vs. Handcrafted Features for Music Genre Classification. - Rodolfo Miranda Pereira; Yandre M. G. Costa; Rafael de Lima Aguiar; Alceu S. Britto Jr.; Luiz E. S. Oliveira; Carlos N. Silla (IJCNN, 2019)

Image Retrieval and Pattern Spotting using Siamese Neural Network. - Kelly Lais Wiggers; Alceu S. Britto Jr.; Laurent Heutte; Alessandro L. Koerich; Luiz S. Oliveira (IJCNN, 2019)

Representation Learning and Dissimilarity for Writer Identification. - Lucas Georges Helal; Diego Bertolini; Yandre M. G. Costa; George D. C. Cavalcanti; Alceu S. Britto Jr.; Luiz E. S. Oliveira (IWSSIP, 2019)

Data Augmentation and Transfer Learning Applied to Charcoal Image Classification. - Luciana Trinkaus Menon; Israel A. Laurensi R.; Manoel Camillo O. Penna N.; Luiz E. S. Oliveira; Alceu S. Britto Jr. (IWSSIP, 2019)

Vehicle Detection and Classification in Traffic Images Using ConvNets With Constrained Resources. - Max N. Roecker; Yandre M. G. Costa; Alceu S. Britto Jr.; Luiz E. S. Oliveira; Diego Bertolini (IWSSIP, 2019)

Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. - Dylan C. Tannugi; Alceu S. Britto Jr.; Alessandro L. Koerich (SMC, 2019)

Histopathologic Image Processing: A Review. - Jonathan de Matos; Alceu de Souza Britto Jr.; Luiz E. S. Oliveira; Alessandro L. Koerich (CoRR, 2019)

A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning. - Alexandre Reeberg de Mello; Jonathan de Matos; Marcelo Ricardo Stemmer; Alceu de Souza Britto Jr.; Alessandro Lameiras Koerich (CoRR, 2019)

Style Transfer Applied to Face Liveness Detection with User-Centered Models. - Israel A. Laurensi R.; Luciana Trinkaus Menon; Manoel Camillo O. Penna N.; Alessandro L. Koerich; Alceu S. Britto Jr. (CoRR, 2019)

Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. - Kelly Lais Wiggers; Alceu de Souza Britto Junior; Alessandro Lameiras Koerich; Laurent Heutte; Luiz Eduardo Soares de Oliveira (CoRR, 2019)

Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms. - Karl M. Koerich; Mohammad Esmailpour; Sajjad Abdoli; Alceu S. Britto Jr.; Alessandro L. Koerich (CoRR, 2019)

Automatic visual inspection of thermoelectric metal pipes. - Daniel Vriesman; Alceu de Souza Britto Jr.; Alessandro Zimmer; Alessandro L. Koerich; Rodrigo Paludo (Signal Image Video Process., 2019)

Classifier Pool Generation based on a Two-level Diversity Approach. - Marcos Monteiro; Alceu S. Britto Jr.; Jean Paul Barddal; Luiz S. Oliveira; Robert Sabourin (ICPR, 2020)

Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. - Sevegni Odilon Clement Allognon; Alceu de Souza Britto Jr.; Alessandro L. Koerich (IJCNN, 2020)

Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. - Steve Tsham Mpinda Ataky; Jonathan de Matos; Alceu S. Britto Jr.; Luiz E. S. Oliveira; Alessandro L. Koerich (IJCNN, 2020)

Sky/Ground Segmentation Using Different Approaches. - Arlete Teresinha Beuren; Alceu de Souza Britto Jr.; Jacques Facon (IJCNN, 2020)

Towards Real-time Video Content Detection in Resource Constrained Devices. - Jhonatan Geremias; Altair O. Santin; Eduardo K. Viegas; Alceu S. Britto Jr. (IJCNN, 2020)

An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings. - Andre G. Hochuli; Alceu S. Britto Jr.; Jean Paul Barddal; Robert Sabourin; Luiz E. S. Oliveira (IJCNN, 2020)

Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. - Karl M. Koerich; Mohammad Esmailpour; Sajjad Abdoli; Alceu S. Britto Jr.; Alessandro L. Koerich (IJCNN, 2020)

An Experimental Analysis of Rain Interference on Detection and Ranging Sensors. - Daniel Vriesman; Bernhard Thoresz; Dagmar Steinhauser; Alessandro Zimmer; Alceu S. Britto Jr.; Thomas Brandmeier (ITSC, 2020)

Open-set Face Recognition for Small Galleries Using Siamese Networks. - Gabriel Salomon 002; Alceu de Souza Britto Jr.; Rafael Henrique Vareto; William Robson Schwartz; David Menotti (IWSSIP, 2020)

Cost-sensitive learning for imbalanced data streams. - Lucas Loezer; Fabrício Enembreck; Jean Paul Barddal; Alceu de Souza Britto Jr. (SAC, 2020)

Naïve Approaches to Deal With Concept Drifts. - Paulo Ricardo Lisboa de Almeida; Luiz S. Oliveira; Alceu de Souza Britto Jr.; Jean Paul Barddal (SMC, 2020)

CNN Hyperparameter Tuning Applied to Iris Liveness Detection. - Gabriela Y. Kimura; Diego Rafael Lucio; Alceu S. Britto Jr.; David Menotti (VISIGRAPP (5: VISAPP), 2020)

The dissimilarity approach: a review. - Yandre M. G. Costa; Diego Bertolini; Alceu S. Britto Jr.; George D. C. Cavalcanti; Luiz E. S. Oliveira (Artif. Intell. Rev., 2020)

CSBF: A static ensemble fusion method based on the centrality score of complex networks. - Ronan Assumpção Silva; Alceu de Souza Britto Jr.; Fabrício Enembreck; Robert Sabourin; Luiz Eduardo Soares de Oliveira (Comput. Intell., 2020)

Virtual keyboard with the prediction of words for children with cerebral palsy. - Monica Jordan; Guilherme Nunes Nogueira-Neto; Alceu de Souza Britto Junior; Percy Nohama (Comput. Methods Programs Biomed., 2020)

Single-sample writers - "Document Filter" and their impacts on writer identification. - Fabio Pinhelli; Alceu de Souza Britto Jr.; Luiz S. Oliveira; Yandre M. G. Costa; Diego Bertolini (CoRR, 2020)

scikit-dyn2sel - A Dynamic Selection Framework for Data Streams. - Lucca Portes Cavalheiro; Jean Paul Barddal; Alceu de Souza Britto Jr.; Laurent Heutte (CoRR, 2020)

UFPR-Periocular: A Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios. - Luiz Antonio Zanlorensi; Rayson Laroca; Diego Rafael Lucio; Lucas R. Santos; Alceu S. Britto Jr.; David Menotti (CoRR, 2020)

Deep representations for cross-spectral ocular biometrics. - Luiz Antonio Zanlorensi; Diego Rafael Lucio; Alceu de Souza Britto Junior; Hugo Proença 001; David Menotti (IET Biom., 2020)

Selecting and Combining Classifiers Based on Centrality Measures. - Ronan Assumpção Silva; Alceu S. Britto Jr.; Fabrício Enembreck; Robert Sabourin; Luiz S. Oliveira (Int. J. Artif. Intell. Tools, 2020)

Dynamically Selected Ensemble for Data Stream Classification. - Lucca Portes Cavalheiro; Alceu de Souza Britto Jr.; Jean Paul Barddal; Laurent Heutte (IJCNN, 2021)

Document Filter for Writer Identification. - Fabio Pignelli; Luiz S. Oliveira; Alceu S. Britto Jr.; Yandre M. G. Costa; Diego Bertolini (IWSSIP, 2021)

Classification of Toxic Ornamental Plants for Domestic Animals Using CNN. - Sara S. Satake; Rodrigo Calvo; Alceu S. Britto Jr.; Yandre M. G. Costa (IWSSIP, 2021)

UKIRF: An Item Rejection Framework for Improving Negative Items Sampling in One-Class Collaborative Filtering. - Antônio David Viniski; Jean Paul Barddal; Alceu de Souza Britto Jr. (PAKDD (2), 2021)

A Fusion Approach for Pre-Crash Scenarios based on Lidar and Camera Sensors. - Daniel Vriesman; Marcelo Eduardo Pederiva; José Mario De Martino; Alceu de Souza Britto Junior; Alessandro Zimmer; Thomas Brandmeier (VTC Spring, 2021)

Machine Learning Methods for Histopathological Image Analysis: A Review. - Jonathan de Matos; Steve Tsham Mpinda Ataky; Alceu de Souza Britto Jr.; Luiz Eduardo Soares de Oliveira; Alessandro Lameiras Koerich (CoRR, 2021)

A comprehensive comparison of end-to-end approaches for handwritten digit string recognition. - Andre G. Hochuli; Alceu S. Britto Jr.; David A. Saji; José M. Saavedra; Robert Sabourin; Luiz S. Oliveira (Expert Syst. Appl., 2021)

A case study of batch and incremental recommender systems in supermarket data under concept drifts and cold start. - Antônio David Viniski; Jean Paul Barddal; Alceu de Souza Britto Jr.; Fabrício Enembreck; Humberto Vinicius Aparecido de Campos (Expert Syst. Appl., 2021)

Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation. - Teruo M. Maruyama; Luiz S. Oliveira; Alceu S. Britto Jr.; Robert Sabourin (IEEE Trans. Inf. Forensics Secur., 2021)

A Machine Learning Approach for School Dropout Prediction in Brazil. - João Gabriel Corrêa Krüger; Jean Paul Barddal; Alceu de Souza Britto Jr. (ESANN, 2022)

Image Retrieval and Pattern Spotting on Historical Documents with Binary Descriptors. - Zacarias Curi; Stéphane Nicolas; Pierrick Tranouez; Alceu de Souza Britto Jr.; Laurent Heutte (ICPR, 2022)

Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition. - Bruna Rossetto Delazeri; Leonardo León Vera; Jean Paul Barddal; Alessandro L. Koerich; Alceu S. Britto Jr. (IJCNN, 2022)

Evaluation of Different Annotation Strategies for Deployment of Parking Spaces Classification Systems. - Andre G. Hochuli; Alceu S. Britto Jr.; Paulo R. L. Almeida; Williams B. S. Alves; Fabio M. C. Cagni (IJCNN, 2022)

Towards Multi-view Android Malware Detection Through Image-based Deep Learning. - Jhonatan Geremias; Eduardo K. Viegas; Altair O. Santin; Alceu S. Britto Jr.; Pedro Horchulhack (IWCMC, 2022)

A motion-based approach for real-time detection of pornographic content in videos. - Jhonatan Geremias; Eduardo K. Viegas; Alceu S. Britto Jr.; Altair O. Santin (SAC, 2022)

Predicting Hospitalization from Health Insurance Data. - Everton F. Baro; Luiz S. Oliveira; Alceu de Souza Britto Junior (SMC, 2022)

Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. - Caio da S. Dias; Alceu S. Britto Jr.; Jean Paul Barddal; Laurent Heutte; Alessandro L. Koerich (SMC, 2022)

Combining Muti-Layer Features For Plant Species Classification in a Siamese Network. - Matheus Moresco; Alceu S. Britto Jr.; Yandre M. G. Costa; Luciano José Senger; Andre G. Hochuli (SMC, 2022)

Ocular recognition databases and competitions: a survey. - Luiz Antonio Zanlorensi; Rayson Laroca; Eduardo Luz 001; Alceu S. Britto Jr.; Luiz S. Oliveira; David Menotti (Artif. Intell. Rev., 2022)

Multiscale Analysis for Improving Texture Classification. - Steve T. M. Ataky; Diego Saqui; Jonathan de Matos; Alceu S. Britto Jr.; Alessandro L. Koerich (CoRR, 2022)

Two-view fine-grained classification of plant species. - Voncarlos M. Araújo; Alceu S. Britto Jr.; Luiz S. Oliveira; Alessandro L. Koerich (Neurocomputing, 2022)

A multimodal approach for multi-label movie genre classification. - Rafael B. Mangolin; Rodolfo Miranda Pereira; Alceu S. Britto Jr.; Carlos N. Silla; Valéria Delisandra Feltrim; Diego Bertolini; Yandre M. G. Costa (Multim. Tools Appl., 2022)

COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers. - Yandre M. G. Costa; Sergio A. Da Silva Junior; Lucas O. Teixeira; Rodolfo Miranda Pereira; Diego Bertolini; Alceu S. Britto Jr.; Luiz S. Oliveira; George D. C. Cavalcanti (Sensors, 2022)

Towards a Reliable Hierarchical Android Malware Detection Through Image-based CNN. - Jhonatan Geremias; Eduardo K. Viegas; Altair O. Santin; Alceu S. Britto Jr.; Pedro Horchulhack (CCNC, 2023)

Time Distributed Multiview Representation for Speech Emotion Recognition. - Flávia Letícia de Mattos; Marcelo E. Pellenz; Alceu S. Britto Jr. (CIARP, 2023)

Multimodal Early Fusion of Automotive Sensors based on Autoencoder Network: An anchor-free approach for Vehicle 3D Detection. - Daniel Vriesman; Alceu de Souza Britto Junior; Alessandro Zimmer; Thomas Brandmeier (FUSION, 2023)

Event-driven Sentiment Drift Analysis in Text Streams: An Application in a Soccer Match. - Cristiano Mesquita Garcia; Alceu de Souza Britto Jr.; Jean Paul Barddal (ICMLA, 2023)

Distance Functions and Normalization Under Stream Scenarios. - Eduardo V. L. Barboza; Paulo R. Lisboa de Almeida; Alceu de Souza Britto Jr.; Rafael M. O. Cruz (IJCNN, 2023)

Do We Train on Test Data? The Impact of Near-Duplicates on License Plate Recognition. - Rayson Laroca; Valter Estevam; Alceu S. Britto Jr.; Rodrigo Minetto; David Menotti (IJCNN, 2023)

Benchmarking Feature Extraction Techniques for Textual Data Stream Classification. - Bruno Siedekum Thuma; Pedro Silva de Vargas; Cristiano Mesquita Garcia; Alceu de Souza Britto Jr.; Jean Paul Barddal (IJCNN, 2023)

Multi-Modal Music Mood Classification with Dynamic Classifier Selection. - João G. Vitório; Alceu de Souza Britto Junior; Yandre M. G. Costa; Carlos N. Silla (IWSSIP, 2023)

Concept Drift Adaptation in Text Stream Mining Settings: A Comprehensive Review. - Cristiano Mesquita Garcia; Ramon Simoes Abilio; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr.; Jean Paul Barddal (CoRR, 2023)

Exploring diversity in data complexity and classifier decision spaces for pool generation. - Marcos Monteiro; Alceu de Souza Britto Junior; Jean Paul Barddal; Luiz S. Oliveira; Robert Sabourin (Inf. Fusion, 2023)

Large-margin representation learning for texture classification. - Jonathan de Matos; Luiz Eduardo Soares de Oliveira; Alceu de Souza Britto Junior; Alessandro Lameiras Koerich (Pattern Recognit. Lett., 2023)

Incremental specialized and specialized-generalized matrix factorization models based on adaptive learning rate optimizers. - Antônio David Viniski; Jean Paul Barddal; Alceu de Souza Britto Junior; Humberto Vinicius Aparecido de Campos (Neurocomputing, 2023)

An explainable machine learning approach for student dropout prediction. - João Gabriel Corrêa Krüger; Alceu de Souza Britto Jr.; Jean Paul Barddal (Expert Syst. Appl., 2023)

Is it Fine to Tune? Evaluating SentenceBERT Fine-tuning for Brazilian Portuguese Text Stream Classification. - Bruno Yuiti Leão Imai; Cristiano Mesquita Garcia; Marcio Vinicius Rocha; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr.; Jean Paul Barddal (IEEE Big Data, 2024)

Fuels Demand Forecasting: Identifying Leading Feature Sets, Prediction Strategy, and Regressors. - Jonas Krause; Alexandre C. A. Beiruth; Jean Paul Barddal; Alceu S. Britto Jr.; Vinícius M. A. de Souza (ICMLA, 2024)

A Dissimilarity-Based Countermeasure for Detecting Replay Attacks in Speaker Verification. - Maria Eduarda Maciel Pinto; Alceu de Souza Britto Jr.; Andre Gustavo Hochuli (ICMLA, 2024)

Improving Sampling Methods for Fine-Tuning SentenceBERT in Text Streams. - Cristiano Mesquita Garcia; Alessandro Lameiras Koerich; Alceu de Souza Britto Junior; Jean Paul Barddal (ICPR (19), 2024)

Dynamic Modality and View Selection for Emotion Recognition: An Experimental Study on Missing Modality Evaluation. - Luciana Trinkaus Menon; Luiz Carlos Ribeiro Neduziak; Jean Paul Barddal; Alessandro Lameiras Koerich; Alceu de Souza Britto Junior (ICPR (Workshops and Challenges, 4), 2024)

Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models. - Israel A. Laurensi R.; Alceu de Souza Britto Jr.; Jean Paul Barddal; Alessandro Lameiras Koerich (ICPR (9), 2024)

Identification of Diseases in Greenhouse Tomato Cultivation: A New Dataset and Baseline Results. - Grasielli B. Zimmermann; Marcelo E. Pellenz; Alceu de Souza Britto Jr.; Yandre Maldonado e Gomes da Costa (SMC, 2024)

An industrial edge computing architecture for Local Digital Twin. - Ricardo Eiji Kondo; Willian Jeferson Andrade; Clayton de Mello Henequim; André Eugênio Lazzaretti; Alceu de Souza Britto Jr.; Eduardo de Freitas Rocha Loures; Eduardo Alves Portela Santos; Gilberto Reynoso-Meza (Comput. Ind. Eng., 2024)

Methods for Generating Drift in Text Streams. - Cristiano Mesquita Garcia; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr.; Jean Paul Barddal (CoRR, 2024)

Dynamic Modality and View Selection for Multimodal Emotion Recognition with Missing Modalities. - Luciana Trinkaus Menon; Luiz Carlos Ribeiro Neduziak; Jean Paul Barddal; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr. (CoRR, 2024)

Music Genre Classification using Large Language Models. - Mohamed El Amine Meguenani; Alceu de Souza Britto Jr.; Alessandro Lameiras Koerich (CoRR, 2024)

Temporal analysis of drifting hashtags in textual data streams: A graph-based application. - Cristiano Mesquita Garcia; Alceu de Souza Britto Jr.; Jean Paul Barddal (Expert Syst. Appl., 2024)

IncA-DES: An incremental and adaptive dynamic ensemble selection approach using online K-d tree neighborhood search for data streams with concept drift. - Eduardo V. L. Barboza; Paulo R. Lisboa de Almeida; Alceu de Souza Britto Junior; Robert Sabourin; Rafael M. O. Cruz (Inf. Fusion, 2025)

Enhancing Disease and Pest Detection in Greenhouse Tomato Cultivation Using Advanced Machine Learning on New Dataset of Images. - Grasielli B. Zimmermann; Marcelo E. Pellenz; Yandre M. G. Costa; Alceu de Souza Britto Jr. (J. Braz. Comput. Soc., 2025)

Representation ensemble learning applied to facial expression recognition. - Bruna Rossetto Delazeri; Andre Gustavo Hochuli; Jean Paul Barddal; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr. (Neural Comput. Appl., 2025)

Predicting hospitalization with LLMs from health insurance data. - Everton F. Baro; Luiz S. Oliveira; Alceu de Souza Britto Jr. (Medical Biol. Eng. Comput., 2025)

Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review. - Cristiano Mesquita Garcia; Ramon Abílio; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr.; Jean Paul Barddal (ACM Trans. Intell. Syst. Technol., 2025)