Alceu de Souza Britto Jr.

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 47

Top Topics

Top Venues

Expert Syst. Appl.

Publications

Cristiano Mesquita Garcia, Alceu de Souza Britto Jr., Jean Paul Barddal
Temporal analysis of drifting hashtags in textual data streams: A graph-based application. Expert Syst. Appl. 257 (2024)
Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal
Methods for Generating Drift in Text Streams. CoRR (2024)
Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal
Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams. CoRR (2024)
Cristiano Mesquita Garcia, Alceu de Souza Britto Jr., Jean Paul Barddal
Temporal Analysis of Drifting Hashtags in Textual Data Streams: A Graph-Based Application. CoRR (2024)
Israel A. Laurensi R., Alceu de Souza Britto Jr., Jean Paul Barddal, Alessandro Lameiras Koerich
Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models. CoRR (2024)
Bruno Siedekum Thuma, Pedro Silva de Vargas, Cristiano Garcia, Alceu de Souza Britto Jr., Jean Paul Barddal
Benchmarking Feature Extraction Techniques for Textual Data Stream Classification. IJCNN (2023)
Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Jr., Rafael M. O. Cruz
Distance Functions and Normalization Under Stream Scenarios. CoRR (2023)
Cristiano Mesquita Garcia, Alceu de Souza Britto Jr., Jean Paul Barddal
Event-driven Sentiment Drift Analysis in Text Streams: An Application in a Soccer Match. ICMLA (2023)
Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Jr., Rafael M. O. Cruz
Distance Functions and Normalization Under Stream Scenarios. IJCNN (2023)
Cristiano Mesquita Garcia, Ramon Simoes Abilio, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal
Concept Drift Adaptation in Text Stream Mining Settings: A Comprehensive Review. CoRR (2023)
João Gabriel Corrêa Krüger, Alceu de Souza Britto Jr., Jean Paul Barddal
An explainable machine learning approach for student dropout prediction. Expert Syst. Appl. 233 (2023)
Caio da S. Dias, Alceu de Souza Britto Jr., Jean Paul Barddal, Laurent Heutte, Alessandro L. Koerich
Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. CoRR (2022)
João Gabriel Corrêa Krüger, Jean Paul Barddal, Alceu de Souza Britto Jr.
A Machine Learning Approach for School Dropout Prediction in Brazil. ESANN (2022)
Zacarias Curi, Stéphane Nicolas, Pierrick Tranouez, Alceu de Souza Britto Jr., Laurent Heutte
Image Retrieval and Pattern Spotting on Historical Documents with Binary Descriptors. ICPR (2022)
Lucca Portes Cavalheiro, Alceu de Souza Britto Jr., Jean Paul Barddal, Laurent Heutte
Dynamically Selected Ensemble for Data Stream Classification. IJCNN (2021)
Antônio David Viniski, Jean Paul Barddal, Alceu de Souza Britto Jr.
UKIRF: An Item Rejection Framework for Improving Negative Items Sampling in One-Class Collaborative Filtering. PAKDD (2) (2021)
Antônio David Viniski, Jean Paul Barddal, Alceu de Souza Britto Jr., Fabrício Enembreck, Humberto Vinicius Aparecido de Campos
A case study of batch and incremental recommender systems in supermarket data under concept drifts and cold start. Expert Syst. Appl. 176 (2021)
Jonathan de Matos, Steve Tsham Mpinda Ataky, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich
Machine Learning Methods for Histopathological Image Analysis: A Review. CoRR (2021)
Gabriel Salomon, Alceu de Souza Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti
Open-set Face Recognition for Small Galleries Using Siamese Networks. IWSSIP (2020)
Ronan Assumpção Silva, Alceu de Souza Britto Jr., Fabrício Enembreck, Robert Sabourin, Luiz Eduardo Soares de Oliveira
CSBF: A static ensemble fusion method based on the centrality score of complex networks. Comput. Intell. 36 (2) (2020)
Arlete Teresinha Beuren, Alceu de Souza Britto Jr., Jacques Facon
Sky/Ground Segmentation Using Different Approaches. IJCNN (2020)
Lucas Loezer, Fabrício Enembreck, Jean Paul Barddal, Alceu de Souza Britto Jr.
Cost-sensitive learning for imbalanced data streams. SAC (2020)
Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. CoRR (2020)
Lucca Portes Cavalheiro, Jean Paul Barddal, Alceu de Souza Britto Jr., Laurent Heutte
scikit-dyn2sel - A Dynamic Selection Framework for Data Streams. CoRR (2020)
Sevegni Odilon Clement Allognon, Alessandro L. Koerich, Alceu de Souza Britto Jr.
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. CoRR (2020)
Sevegni Odilon Clement Allognon, Alceu de Souza Britto Jr., Alessandro L. Koerich
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. IJCNN (2020)
Fabio Pinhelli, Alceu de Souza Britto Jr., Luiz S. Oliveira, Yandre M. G. Costa, Diego Bertolini
Single-sample writers - "Document Filter" and their impacts on writer identification. CoRR (2020)
Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., Jean Paul Barddal
Naïve Approaches to Deal With Concept Drifts. SMC (2020)
Daniel Vriesman, Alceu de Souza Britto Jr., Alessandro Zimmer, Alessandro L. Koerich, Rodrigo Paludo
Automatic visual inspection of thermoelectric metal pipes. Signal Image Video Process. 13 (5) (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro L. Koerich
Texture CNN for Histopathological Image Classification. CoRR (2019)
Bruno Kostiuk, Yandre M. G. Costa, Alceu de Souza Britto Jr., Xiao Hu, Carlos N. Silla
Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features. ICTAI (2019)
Zacarias Curi, Alceu de Souza Britto Jr., Emerson Cabrera Paraiso
Using Correlation for Labelset Selection in Multi-Label Classification of Users Reactions. FLAIRS Conference (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. IJCNN (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich
Texture CNN for Histopathological Image Classification. CBMS (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Histopathologic Image Processing: A Review. CoRR (2019)
Alexandre Reeberg de Mello, Jonathan de Matos, Marcelo Ricardo Stemmer, Alceu de Souza Britto Jr., Alessandro Lameiras Koerich
A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning. CoRR (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. CoRR (2019)
Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
Handwritten digit segmentation: Is it still necessary? Pattern Recognit. 78 (2018)
Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
Segmentation-Free Approaches For Handwritten Numeral String Recognition. IJCNN (2018)
Breno Azevedo, Jacques Facon, Alceu de Souza Britto Jr.
Image Metamorphosis to Support Forensic Reconstruction. SMC (2018)
Zacarias Curi, Alceu de Souza Britto Jr., Emerson Cabrera Paraiso
Multi-label Classification of User Reactions in Online News. CoRR (2018)
Teruo M. Maruyama, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Jr., Silvana Nisgoski
Automatic classification of native wood charcoal. Ecol. Informatics 46 (2018)
Cleber de Souza Relli, Jacques Facon, Horacio Legal Ayala, Alceu de Souza Britto Jr.
Automatic counting of trypanosomatid amastigotes in infected human cells. Comput. Biol. Medicine 89 (2017)
Flávia de Mattos, Arlete Teresinha Beuren, Bruno Miguel Nogueira de Souza, Alceu de Souza Britto Jr., Jacques Facon
Supervised Approach to Sky and Ground Classification Using Whiteness-Based Features. MICAI (2) (2017)
Jean Paul Barddal, Heitor Murilo Gomes, Alceu de Souza Britto Jr., Fabrício Enembreck
A benchmark of classifiers on feature drifting data streams. ICPR (2016)
Jean Paul Barddal, Heitor Murilo Gomes, Jones Granatyr, Alceu de Souza Britto Jr., Fabrício Enembreck
Overcoming feature drifts via dynamic feature weighted k-nearest neighbor learning. ICPR (2016)
Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
Handling Concept Drifts Using Dynamic Selection of Classifiers. ICTAI (2016)
Pedro L. Paula Filho, Luiz S. Oliveira, Silvana Nisgoski, Alceu de Souza Britto Jr.
Forest species recognition using macroscopic images. Mach. Vis. Appl. 25 (4) (2014)
F. C. Ribas, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
Handwritten digit segmentation: a comparative study. Int. J. Document Anal. Recognit. 16 (2) (2013)
Thiago H. H. Zavaschi, Alceu de Souza Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich
Fusion of feature sets and classifiers for facial expression recognition. Expert Syst. Appl. 40 (2) (2013)
Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Eunelson Silva, Alceu de Souza Britto Jr., Alessandro L. Koerich
Parking Space Detection Using Textural Descriptors. SMC (2013)
Hideson Alves da Silva, Alceu de Souza Britto Jr., Luis Eduardo Soares de Oliveira, Alessandro L. Koerich
Network infrastructure design with a multilevel algorithm. Expert Syst. Appl. 40 (9) (2013)
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
Music genre classification using dynamic selection of ensemble of classifiers. SMC (2012)
Felipe Ribas, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
Assessing handwitten digit segmentation algorithms. SAC (2012)
Marcelo Souza Ramos Jr., Jacques Facon, Alceu de Souza Britto Jr.
An approach to locate the identification code of train wagons from digital videos. CLEI (2012)
Israel Rios, Alceu de Souza Britto Jr., Alessandro L. Koerich, Luiz E. Soares de Oliveira
An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets. J. Univers. Comput. Sci. 17 (1) (2011)
Luciane Y. Hirabara, Simone B. K. Aires, Cinthia O. A. Freitas, Alceu de Souza Britto Jr., Robert Sabourin
Dynamic Zoning Selection for Handwritten Character Recognition. CIARP (2011)
Luiz S. Oliveira, Marcelo Mansano, Alessandro L. Koerich, Alceu de Souza Britto Jr.
2D Principal Component Analysis for Face and Facial-Expression Recognition. Comput. Sci. Eng. 13 (3) (2011)
Pedro Luiz de Paula Filho, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
Forest Species Recognition Using Color-Based Features. ICPR (2010)
Alessandro L. Koerich, Alceu de Souza Britto Jr., Luiz E. Soares de Oliveira
Verification of Unconstrained Handwritten Words at Character Level. ICFHR (2010)
Israel Rios, Alceu de Souza Britto Jr., Alessandro L. Koerich, Luiz S. Oliveira
Evaluation of different feature sets in an OCR free method for word spotting in printed documents. SAC (2010)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer. Pattern Anal. Appl. 12 (1) (2009)
Albert Hung-Ren Ko, Paulo Rodrigo Cavalin, Robert Sabourin, Alceu de Souza Britto Jr.
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. IEEE Trans. Pattern Anal. Mach. Intell. 31 (12) (2009)
Murilo Santos, Albert Hung-Ren Ko, Luiz S. Oliveira, Robert Sabourin, Alessandro L. Koerich, Alceu de Souza Britto Jr.
Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. ICDAR (2009)
Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen, Alceu de Souza Britto Jr.
Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters. Pattern Recognit. 42 (12) (2009)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
Compound Diversity Functions for Ensemble Selection. Int. J. Pattern Recognit. Artif. Intell. 23 (4) (2009)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
From dynamic classifier selection to dynamic ensemble selection. Pattern Recognit. 41 (5) (2008)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
A new HMM training and testing scheme. ICPR (2008)
Albert Hung-Ren Ko, Robert Sabourin, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr.
The implication of data diversity for a classifier-free ensemble selection in random subspaces. ICPR (2008)
Eduardo Vellasques, Luiz S. Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich, Robert Sabourin
Filtering segmentation cuts for digit string recognition. Pattern Recognit. 41 (10) (2008)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
A New Dynamic Ensemble Selection Method for Numeral Recognition. MCS (2007)
Jaime Dalla Valle, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Alceu de Souza Britto Jr.
People Counting in Low Density Video Sequences. PSIVT (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination. MCS (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
A New HMM-Based Ensemble Generation Method for Numeral Recognition. MCS (2007)
Andre G. Hochuli, Alceu de Souza Britto Jr., Alessandro L. Koerich
Detection of non-conventional events on video scenes. SMC (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr., Luiz S. Oliveira
Pairwise fusion matrix for combining classifiers. Pattern Recognit. 40 (8) (2007)
Andre G. Hochuli, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich
Detection and Classification of Human Movements in Video Scenes. PSIVT (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
K-Nearest Oracle for Dynamic Ensemble Selection. ICDAR (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
A New Objective Function for Ensemble Selection in Random Subspaces. ICPR (4) (2006)
Paulo Rodrigo Cavalin, Alceu de Souza Britto Jr., Flávio Bortolozzi, Robert Sabourin, Luiz E. Soares de Oliveira
An implicit segmentation-based method for recognition of handwritten strings of characters. SAC (2006)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
Evolving ensemble of classifiers in random subspace. GECCO (2006)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces. IJCNN (2006)
Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
Improving Cascading Classifiers with Particle Swarm Optimization. ICDAR (2005)
Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
A Synthetic Database to Assess Segmentation Algorithms. ICDAR (2005)
Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin
Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition. SSPR/SPR (2004)
Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin
An optimized hill climbing algorithm for feature subset selection: evaluation on handwritten character recognition. IWFHR (2004)
Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings. IWFHR (2004)
Paulo Sergio Lopes de Souza, Alceu de Souza Britto Jr., Robert Sabourin, Simone do Rocio Senger de Souza, Díbio Leandro Borges
K-Means VQ algorithm using a low-cost parallel cluster computing. Parallel and Distributed Computing and Networks (2004)
Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi
The recognition of handwritten numeral strings using a two-stage HMM-based method. Int. J. Document Anal. Recognit. 5 (2-3) (2003)
David Menoti, Díbio Leandro Borges, Jacques Facon, Alceu de Souza Britto Jr.
Segmentation of Postal Envelopes for Address Block Location: an approach based on feature selection in wavelet space. ICDAR (2003)
Alceu de Souza Britto Jr.
Complementary features combined in an HMM-based system to recognize handwritten digits. ICIAP (2003)
Alceu de Souza Britto Jr., Paulo Sergio Lopes de Souza, Robert Sabourin, Simone do Rocio Senger de Souza, Díbio Leandro Borges
A Low-Cost Parallel K-Means VQ Algorithm Using Cluster Computing. ICDAR (2003)
David Menoti, Díbio Leandro Borges, Alceu de Souza Britto Jr.
Salient Features and Hypothesis Testing: evaluating a novel approach for segmentation and address block location. CVPR Workshops (2003)
Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
A String Length Predictor to Control the Level Building of HMMs for Handwritten Numeral Recognition. ICPR (4) (2002)
Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings. ICAPR (2001)
Alceu de Souza Britto Jr., Cinthia Obladen de Almendra Freitas, Edson J. R. Justino, Díbio Leandro Borges, Jacques Facon, Flávio Bortolozzi, Robert Sabourin
Técnicas em Processamento e Análise de Documentos Manuscritos. RITA 8 (2) (2001)
Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
A Two-Stage HMM-Based System for Recognizing Handwritten Numeral Strings. ICDAR (2001)
Alceu de Souza Britto Jr., Emerson Cabrera Paraiso, Edson Emílio Scalabrin, Celso A. A. Kaestner
Intelligent Management of Computer Networks: The GIR Proposal. SCCC (1998)