Alceu de Souza Britto

发表

Segmentation of postal envelopes for address block location:an approach based on feature selection in wavelet space

David Menotti, Díbio Leandro Borges, Jacques Facon, 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..

Overcoming feature drifts via dynamic feature weighted k-nearest neighbor learning

Alceu de Souza Britto, Jean Paul Barddal, Heitor Murilo Gomes, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Verification of Unconstrained Handwritten Words at Character Level

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro L. Koerich, 2010, 2010 12th International Conference on Frontiers in Handwriting Recognition.

Forest species recognition using macroscopic images

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Silvana Nisgoski, 2014, Machine Vision and Applications.

Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2009, Pattern Analysis and Applications.

Handling Concept Drifts Using Dynamic Selection of Classifiers

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2016, 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI).

An implicit segmentation-based method for recognition of handwritten strings of characters

Luiz Eduardo Soares de Oliveira, Flávio Bortolozzi, Robert Sabourin, 2006, SAC.

Music genre classification using dynamic selection of ensemble of classifiers

Alceu de Souza Britto, Alessandro Lameiras Koerich, Alessandro L. Koerich, 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Complementary features combined in an HMM-based system to recognize handwritten digits

Alceu de Souza Britto, 2003, 12th International Conference on Image Analysis and Processing, 2003.Proceedings..

A two-stage HMM-based system for recognizing handwritten numeral strings

Flávio Bortolozzi, Robert Sabourin, Alceu de Souza Britto, 2001, Proceedings of Sixth International Conference on Document Analysis and Recognition.

Salient Features and Hypothesis Testing: evaluating a novel approach for segmentation and address block location

David Menotti, Díbio Leandro Borges, Alceu de Souza Britto, 2003, 2003 Conference on Computer Vision and Pattern Recognition Workshop.

Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition

Robert Sabourin, Alceu de Souza Britto, Celso A. A. Kaestner, 2004, SSPR/SPR.

Histopathologic Image Processing: A Review pdf

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro Lameiras Koerich, 2019, ArXiv.

A New HMM-Based Ensemble Generation Method for Numeral Recognition

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2007, MCS.

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

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Pairwise fusion matrix for combining classifiers

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2007, Pattern Recognit..

scikit-dyn2sel - A Dynamic Selection Framework for Data Streams pdf

Alceu de Souza Britto, Jean Paul Barddal, Laurent Heutte, 2020, ArXiv.

Compound Diversity Functions for Ensemble Selection

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2009, Int. J. Pattern Recognit. Artif. Intell..

A low-cost parallel K-means VQ algorithm using cluster computing

Robert Sabourin, Díbio Leandro Borges, Alceu de Souza Britto, 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..

2D Principal Component Analysis for Face and Facial-Expression Recognition

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro Lameiras Koerich, 2011, Computing in Science & Engineering.

K-Nearest Oracle for Dynamic Ensemble Selection

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2007, Ninth International Conference on Document Analysis and Recognition (ICDAR 2007).

Forest Species Recognition Using Color-Based Features

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2010, 2010 20th International Conference on Pattern Recognition.

Dynamic Zoning Selection for Handwritten Character Recognition

Robert Sabourin, Alceu de Souza Britto, Simone B. K. Aires, 2011, CIARP.

Assessing handwitten digit segmentation algorithms

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2012, SAC '12.

Face recognition using selected 2DPCA coefficients

Alceu de Souza Britto, Alessandro L. Koerich, Luiz S. Oliveira, 2010 .

Cost-sensitive learning for imbalanced data streams

Alceu de Souza Britto, Jean Paul Barddal, Fabrício Enembreck, 2020, SAC.

Intelligent management of computer networks: the GIR proposal

Alceu de Souza Britto, Edson Emílio Scalabrin, Celso A. A. Kaestner, 1998, Proceedings SCCC'98. 18th International Conference of the Chilean Society of Computer Science (Cat. No.98EX212).

Naïve Approaches to Deal With Concept Drifts

Alceu de Souza Britto, Jean Paul Barddal, Paulo Ricardo Lisboa de Almeida, 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Técnicas em Processamento e Análise de Documentos Manuscritos

Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Robert Sabourin, 2001, RITA.

Filtering segmentation cuts for digit string recognition

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2008, Pattern Recognit..

Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters

Robert Sabourin, Alceu de Souza Britto, Ching Y. Suen, 2009, Pattern Recognit..

Detection and Classification of Human Movements in Video Scenes

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro L. Koerich, 2007, PSIVT.

Parking Space Detection Using Textural Descriptors

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro Lameiras Koerich, 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

A New Dynamic Ensemble Selection Method for Numeral Recognition

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2007, MCS.

A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning pdf

Alceu de Souza Britto, Alessandro Lameiras Koerich, Alessandro L. Koerich, 2019, ArXiv.

Image Metamorphosis to Support Forensic Reconstruction

Jacques Facon, Alceu de Souza Britto, Breno Azevedo, 2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Improving a dynamic ensemble selection method based on oracle information

Luiz S. Oliveira, Alceu de Souza Britto, Albert Hung-Ren Ko, 2012 .

A New Objective Function for Ensemble Selection in Random Subspaces

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Handwritten digit segmentation: Is it still necessary?

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2018, Pattern Recognit..

A string length predictor to control the level building of HMMs for handwritten numeral recognition

Flávio Bortolozzi, Robert Sabourin, Alceu de Souza Britto, 2002, Object recognition supported by user interaction for service robots.

An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro L. Koerich, 2011, J. Univers. Comput. Sci..

A synthetic database to assess segmentation algorithms

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2005, Eighth International Conference on Document Analysis and Recognition (ICDAR'05).

Supervised Approach to Sky and Ground Classification Using Whiteness-Based Features

Jacques Facon, Alceu de Souza Britto, Bruno Miguel Nogueira de Souza, 2017, MICAI.

Improving cascading classifiers with particle swarm optimization

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2005, Eighth International Conference on Document Analysis and Recognition (ICDAR'05).

Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2007, MCS.

Automatic counting of trypanosomatid amastigotes in infected human cells

Alceu de Souza Britto, Horacio Andrés Legal-Ayala, Jacques Facon, 2017, Comput. Biol. Medicine.

A benchmark of classifiers on feature drifting data streams

Alceu de Souza Britto, Jean Paul Barddal, Heitor Murilo Gomes, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

An optimized hill climbing algorithm for feature subset selection: evaluation on handwritten character recognition

Robert Sabourin, Alceu de Souza Britto, Celso A. A. Kaestner, 2004, Ninth International Workshop on Frontiers in Handwriting Recognition.

From dynamic classifier selection to dynamic ensemble selection

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2008, Pattern Recognit..

Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2009, 2009 10th International Conference on Document Analysis and Recognition.

Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms

Alceu de Souza Britto, Alessandro Lameiras Koerich, Mohammad Esmaeilpour, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Multi-label Classification of User Reactions in Online News pdf

Alceu de Souza Britto, Emerson Cabrera Paraiso, Zacarias Curi, 2018, ArXiv.

K-Means VQ algorithm using a low-cost parallel cluster computing

Robert Sabourin, Díbio Leandro Borges, Alceu de Souza Britto, 2004, Parallel and Distributed Computing and Networks.

An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings

Flávio Bortolozzi, Robert Sabourin, Alceu de Souza Britto, 2001, ICAPR.

Evolving ensemble of classifiers in random subspace

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2006, GECCO '06.

Sky/Ground Segmentation Using Different Approaches

Alceu de Souza Britto, Jacques Facon, Arlete Teresinha Beuren, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

A new HMM training and testing scheme

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2008, 2008 19th International Conference on Pattern Recognition.

Automatic classification of native wood charcoal

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Silvana Nisgoski, 2018, Ecol. Informatics.

Fusion of feature sets and classifiers for facial expression recognition

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro Lameiras Koerich, 2013, Expert Syst. Appl..

Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings

Flávio Bortolozzi, Robert Sabourin, Alceu de Souza Britto, 2004, Ninth International Workshop on Frontiers in Handwriting Recognition.

Network infrastructure design with a multilevel algorithm

Alceu de Souza Britto, Alessandro Lameiras Koerich, Alessandro L. Koerich, 2013, Expert Syst. Appl..

Using Correlation for Labelset Selection in Multi-Label Classification of Users Reactions

Alceu de Souza Britto, Emerson Cabrera Paraiso, Zacarias Curi, 2019, FLAIRS Conference.

Double Transfer Learning for Breast Cancer Histopathologic Image Classification

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro L. Koerich, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

The recognition of handwritten numeral strings using a two-stage HMM-based method

Flávio Bortolozzi, Robert Sabourin, Alceu de Souza Britto, 2003, International Journal on Document Analysis and Recognition.

Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces

Robert Sabourin, Alceu de Souza Britto, Albert Hung-Ren Ko, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

An approach to locate the identification code of train wagons from digital videos

Jacques Facon, Alceu de Souza Britto, Marcelo Souza Ramos, 2012, 2012 XXXVIII Conferencia Latinoamericana En Informatica (CLEI).

People Counting in Low Density Video Sequences

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro Lameiras Koerich, 2007, PSIVT.

Evaluation of incremental learning algorithms for an HMM-based handwritten isolated digits recognizer

Robert Sabourin, Alceu de Souza Britto, Ching Y. Suen, 2008 .

Automatic visual inspection of thermoelectric metal pipes

Alceu de Souza Britto, Alessandro Lameiras Koerich, Alessandro L. Koerich, 2019, Signal Image Video Process..

Detection of non-conventional events on video scenes

Alceu de Souza Britto, Alessandro L. Koerich, Andre G. Hochuli, 2007, 2007 IEEE International Conference on Systems, Man and Cybernetics.

The implication of data diversity for a classifier-free ensemble selection in random subspaces

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Alceu de Souza Britto, 2008, 2008 19th International Conference on Pattern Recognition.

Evaluation of different feature sets in an OCR free method for word spotting in printed documents

Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto, Alessandro Lameiras Koerich, 2010, SAC '10.

A case study of batch and incremental recommender systems in supermarket data under concept drifts and cold start

Alceu de Souza Britto, Jean Paul Barddal, Fabrício Enembreck, 2021, Expert Syst. Appl..

Machine Learning Methods for Histopathological Image Analysis: A Review pdf

Alceu de Souza Britto, Alessandro Lameiras Koerich, L. S. Oliveira, 2021, Electronics.

Dynamically Selected Ensemble for Data Stream Classification

Alceu de Souza Britto, Jean Paul Barddal, Laurent Heutte, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

UKIRF: An Item Rejection Framework for Improving Negative Items Sampling in One-Class Collaborative Filtering

Alceu de Souza Britto, Jean Paul Barddal, Antônio David Viniski, 2021, PAKDD.