A New Segmentation Approach for Handwritten Digits. - Luiz E. Soares de Oliveira; Edouard Lethelier; Flávio Bortolozzi; Robert Sabourin (ICPR, 2000)

Handwritten Digits Segmentation Based on Structural Approach. - Luiz E. Soares de Oliveira; Edouard Lethelier; Flávio Bortolozzi; Robert Sabourin (SIBGRAPI, 2000)

A Modular System to Recognize Numerical Amounts on Brazilian Bank Checks. - Luiz E. Soares de Oliveira; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (ICDAR, 2001)

Feature Subset Selection Using Genetic Algorithms for Handwritten Digit Recognition. - Luiz E. Soares de Oliveira; N. Benahmed; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (SIBGRAPI, 2001)

High-Level Verification of Handwritten Numeral Strings. - Luiz E. Soares de Oliveira; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (SIBGRAPI, 2001)

Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Digit Recognition. - Luiz E. Soares de Oliveira; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (ICPR (1), 2002)

Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy. - Luiz E. Soares de Oliveira; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (IEEE Trans. Pattern Anal. Mach. Intell., 2002)

Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach. - Luiz E. Soares de Oliveira; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (ICDAR, 2003)

Intelligent Zoning Design Using Multi-Objective Evolutionary Algorithms. - Paulo Vinicius Wolski Radtke; Luiz E. Soares de Oliveira; Robert Sabourin; Tony Wong (ICDAR, 2003)

A Methodology for Feature Selection Using Multiobjective Genetic Algorithms for Handwritten Digit String Recognition. - Luiz E. Soares de Oliveira; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (Int. J. Pattern Recognit. Artif. Intell., 2003)

Impacts of verification on a numeral string recognition system. - Luiz E. Soares de Oliveira; Robert Sabourin; Flávio Bortolozzi; Ching Y. Suen (Pattern Recognit. Lett., 2003)

Unsupervised feature selection for ensemble of classifiers. - Marisa E. Morita; Luiz S. Oliveira; Robert Sabourin (IWFHR, 2004)

Support vector machines for handwritten numerical string recognition. - Luiz S. Oliveira; Robert Sabourin (IWFHR, 2004)

Multi-objective Genetic Algorithms to Create Ensemble of Classifiers. - Luiz E. Soares de Oliveira; Marisa E. Morita; Robert Sabourin; Flávio Bortolozzi (EMO, 2005)

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)

Document Reconstruction Based on Feature Matching. - Carlos Solana; Leandro A. F. Fernandes; Edson J. R. Justino; Manuel M. Oliveira; Roberto da Silva; Luiz S. Oliveira; Flávio Bortolozzi; Gustavo J. Crespo (SIBGRAPI, 2005)

Particle Swarm Optimization of Fuzzy ARTMAP Parameters. - Eric Granger; Philippe Henniges; Luiz S. Oliveira; Robert Sabourin (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)

Feature selection for ensembles applied to handwriting recognition. - Luiz S. Oliveira; Marisa E. Morita; Robert Sabourin (Int. J. Document Anal. Recognit., 2006)

Feature Selection for Ensembles Using the Multi-Objective Optimization Approach. - Luiz S. Oliveira; Marisa E. Morita; Robert Sabourin (Multi-Objective Machine Learning, 2006)

Off-line Signature Verification Using Writer-Independent Approach. - Luiz S. Oliveira; Edson J. R. Justino; Robert Sabourin (IJCNN, 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)

Zoning and metaclasses for character recognition. - Cinthia Obladen de Almendra Freitas; Luiz S. Oliveira; Simone B. K. Aires; Flávio Bortolozzi (SAC, 2007)

Off-line signature verification based on forensic questioned document examination approach. - Cesar R. Santos; Flávio Bortolozzi; Luiz S. Oliveira; Edson J. R. Justino (SAC, 2007)

Author Identification using Stylometric Features. - Daniel Pavelec; Edson J. R. Justino; Luiz S. Oliveira (Inteligencia Artif., 2007)

Handwritten Character Recognition Using Nonsymmetrical Perceptual Zoning. - Cinthia Obladen de Almendra Freitas; Luiz S. Oliveira; Flávio Bortolozzi; Simone B. K. Aires (Int. J. Pattern Recognit. Artif. Intell., 2007)

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

Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA. - Eulanda Miranda dos Santos; Luiz S. Oliveira; Robert Sabourin; Patrick Maupin (GECCO, 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)

Fusion of biometric systems using one-class classification. - Cheila Bergamini; Luiz S. Oliveira; Alessandro L. Koerich; Robert Sabourin (IJCNN, 2008)

Crime scene classification. - Ricardo O. Abu Hana; Cinthia Obladen de Almendra Freitas; Luiz S. Oliveira; Flávio Bortolozzi (SAC, 2008)

Author identification using writer-dependent and writer-independent strategies. - Daniel Pavelec; Edson J. R. Justino; Leonardo Vidal Batista; Luiz S. Oliveira (SAC, 2008)

Ensemble of classifiers for off-line signature verification. - Diego Bertolini; Luiz S. Oliveira; Edson J. R. Justino; Robert Sabourin (SMC, 2008)

Metaclasses and Zoning Mechanism Applied to Handwriting Recognition. - Cinthia Obladen de Almendra Freitas; Luiz S. Oliveira; Simone B. K. Aires; Flávio Bortolozzi (J. Univers. Comput. Sci., 2008)

Crime Scene Representation (2D, 3D, Stereoscopic Projection) and Classification. - Ricardo O. Abu Hana; Cinthia Obladen de Almendra Freitas; Luiz S. Oliveira; Flávio Bortolozzi (J. Univers. Comput. Sci., 2008)

Combining Classifiers in the ROC-space for Off-line Signature Verification. - Luiz S. Oliveira; Edson J. R. Justino; Robert Sabourin; Flávio Bortolozzi (J. Univers. Comput. Sci., 2008)

Using Conjunctions and Adverbs for Author Verification. - Daniel Pavelec; Luiz S. Oliveira; Edson J. R. Justino; Leonardo Vidal Batista (J. Univers. Comput. Sci., 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)

Brazilian Forensic Letter Database. - Luiz Eduardo Soares de Oliveira (Zenodo, 2008)

Document reconstruction using dynamic programming. - Andre Pimenta; Edson J. R. Justino; Luiz S. Oliveira; Robert Sabourin (ICASSP, 2009)

Author Identification Using Compression Models. - Daniel Pavelec; Luiz S. Oliveira; Edson J. R. Justino; Francisco D. Nobre Neto; Leonardo Vidal Batista (ICDAR, 2009)

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)

Compression and stylometry for author identification. - Daniel Pavelec; Luiz S. Oliveira; Edson J. R. Justino; Francisco D. Nobre Neto; Leonardo Vidal Batista (IJCNN, 2009)

Combining different biometric traits with one-class classification. - Cheila Bergamini; Luiz S. Oliveira; Alessandro L. Koerich; Robert Sabourin (Signal Process., 2009)

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

Selection of Training Instances for Music Genre Classification. - Miguel Lopes; Fabien Gouyon; Alessandro L. Koerich; Luiz E. Soares de Oliveira (ICPR, 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)

Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers. - Diego Bertolini; Luiz S. Oliveira; Edson J. R. Justino; Robert Sabourin (Pattern Recognit., 2010)

Identificação da Autoria de Manuscritos com Base em Atributos Genéticos e Genéricos da Escrita. - Regiane Kowalek Hanusiak; Edson José Rodrigues Justino; Luiz E. Soares de Oliveira; Robert Sabourin (RITA, 2010)

Facial expression recognition using ensemble of classifiers. - Thiago H. H. Zavaschi; Alessandro L. Koerich; Luiz E. Soares de Oliveira (ICASSP, 2011)

Selecting syntactic attributes for authorship attribution. - Paulo Varela; Edson J. R. Justino; Luiz S. Oliveira (IJCNN, 2011)

A framework to support development of Sign Language human-computer interaction: Building tools for effective information access and inclusion of the deaf. - Diego R. Antunes; Cayley Guimaraes; Laura Sánchez García; Luiz S. Oliveira; Sueli Fernandes (RCIS, 2011)

Identificação de Autoria de Textos através do uso de Classes Linguísticas da Língua Portuguesa (Authorship Identification Using Linguistic Classes for Portuguese) [in Portuguese]. - Paulo Varela; Edson J. R. Justino; Luiz E. S. Oliveira (STIL, 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)

Authorship Attribution of Electronic Documents Comparing the Use of Normalized Compression Distance and Support Vector Machine in Authorship Attribution. - Walter Ribeiro de Oliveira Jr.; Edson J. R. Justino; Luiz S. Oliveira (ICONIP (1), 2012)

Comparing textural features for music genre classification. - Yandre M. G. Costa; Luiz S. Oliveira; Alessandro L. Koerich; Fabien Gouyon (IJCNN, 2012)

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

Writer verification using texture-based features. - Regiane Kowalek Hanusiak; Luiz S. Oliveira; Edson J. R. Justino; Robert Sabourin (Int. J. Document Anal. Recognit., 2012)

Music genre classification using LBP textural features. - Yandre M. G. Costa; Luiz E. Soares de Oliveira; Alessandro L. Koerich; Fabien Gouyon; Jefferson G. Martins (Signal Process., 2012)

Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors. - Yandre M. G. Costa; Luiz S. Oliveira; Alessandro L. Koerich; Fabien Gouyon (CIARP (2), 2013)

Text Line Detection in Document Images: Towards a Support System for the Blind. - Bogdan Tomoyuki Nassu; Rodrigo Minetto; Luiz Eduardo Soares de Oliveira (ICDAR, 2013)

A multiple feature vector framework for forest species recognition. - Paulo Rodrigo Cavalin; Marcelo N. Kapp; Jefferson G. Martins; Luiz E. Soares de Oliveira (SAC, 2013)

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)

LIBRAS Sign Language Hand Configuration Recognition Based on 3D Meshes. - Andres Jessé Porfirio; Kelly Lais Wiggers; Luiz E. S. Oliveira; Daniel Weingaertner (SMC, 2013)

Obtaining the threat model for e-mail phishing. - Cleber K. Olivo; Altair Olivo Santin; Luiz S. Oliveira (Appl. Soft Comput., 2013)

Texture-based descriptors for writer identification and verification. - Diego Bertolini; Luiz S. Oliveira; Edson J. R. Justino; Robert Sabourin (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)

A database for automatic classification of forest species. - Jefferson G. Martins; Luiz E. Soares de Oliveira; Silvana Nisgoski; Robert Sabourin (Mach. Vis. Appl., 2013)

The Forest Species Database (FSD). - Luiz Eduardo Soares de Oliveira (Zenodo, 2013)

ICFHR 2014 Competition on Handwritten Digit String Recognition in Challenging Datasets (HDSRC 2014). - Markus Diem; Stefan Fiel; Florian Kleber; Robert Sablatnig; José M. Saavedra; David Contreras; Juan Manuel Barrios; Luiz S. Oliveira (ICFHR, 2014)

Assessing Textural Features for Writer Identification on Different Writing Styles and Forgeries. - Diego Bertolini; Luiz S. Oliveira; Edson J. R. Justino; Robert Sabourin (ICPR, 2014)

Forest Species Recognition Using Deep Convolutional Neural Networks. - Luiz G. Hafemann; Luiz S. Oliveira; Paulo Rodrigo Cavalin (ICPR, 2014)

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)

Automatic forest species recognition based on multiple feature sets. - Marcelo N. Kapp; Rodrigo Bloot; Paulo Rodrigo Cavalin; Luiz E. S. Oliveira (IJCNN, 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)

Forest Species Database - Macroscopic (FSD-M). - Luiz Eduardo Soares de Oliveira (Zenodo, 2014)

An Adaptive Multi-level Framework for Forest Species Recognition. - Paulo Rodrigo Cavalin; Marcelo N. Kapp; Luiz E. S. Oliveira (BRACIS, 2015)

Improving Writer Identification Through Writer Selection. - Diego Bertolini; Luiz S. Oliveira; Robert Sabourin (CIARP, 2015)

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

Transfer learning between texture classification tasks using Convolutional Neural Networks. - Luiz G. Hafemann; Luiz S. Oliveira; Paulo Rodrigo Cavalin; Robert Sabourin (IJCNN, 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)

SIFT Applied to Perceptual Zoning for Trademark Retrieval. - Simone B. K. Aires; Cinthia O. de A. Freitas; Luiz S. Oliveira (SMC, 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 new algorithm for number of holes attribute filtering of grey-level images. - Juan Climent; Luiz S. Oliveira (Pattern Recognit. Lett., 2015)

SignWriting Database. - Luiz E. S. Oliveira; Luiz Eduardo (Zenodo, 2015)

Multi-script writer identification using dissimilarity. - Diego Bertolini; Luiz S. Oliveira; Robert Sabourin (ICPR, 2016)

Analyzing features learned for Offline Signature Verification using Deep CNNs. - Luiz G. Hafemann; Robert Sabourin; Luiz S. Oliveira (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)

Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks. - Luiz G. Hafemann; Robert Sabourin; Luiz S. Oliveira (IJCNN, 2016)

Breast cancer histopathological image classification using Convolutional Neural Networks. - Fabio Alexandre Spanhol; Luiz S. Oliveira; Caroline Petitjean; Laurent Heutte (IJCNN, 2016)

Combining diversity measures for ensemble pruning. - George D. C. Cavalcanti; Luiz S. Oliveira; Thiago J. M. Moura; Guilherme V. Carvalho (Pattern Recognit. Lett., 2016)

A Dataset for Breast Cancer Histopathological Image Classification. - Fabio A. Spanhol; Luiz S. Oliveira; Caroline Petitjean; Laurent Heutte (IEEE Trans. Biomed. Eng., 2016)

Knowledge Transfer for Writer Identification. - Diego Bertolini; Luiz S. Oliveira; Yandre M. G. Costa; Lucas Georges Helal (CIARP, 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)

Offline handwritten signature verification - Literature review. - Luiz G. Hafemann; Robert Sabourin; Luiz S. Oliveira (IPTA, 2017)

Stream learning and anomaly-based intrusion detection in the adversarial settings. - Eduardo Viegas 001; Altair Olivo Santin; Vilmar Abreu; Luiz S. Oliveira (ISCC, 2017)

A Review of Texture Classification Methods and Databases. - Paulo R. Cavalin; Luiz S. Oliveira (SIBGRAPI Tutorials, 2017)

Multi-scale texture recognition systems with reduced cost: A case study on forest species. - Paulo Rodrigo Cavalin; Marcelo N. Kapp; Luiz S. Oliveira (SMC, 2017)

Deep features for breast cancer histopathological image classification. - Fabio A. Spanhol; Luiz S. Oliveira; Paulo R. Cavalin; Caroline Petitjean; Laurent Heutte (SMC, 2017)

An evaluation of Convolutional Neural Networks for music classification using spectrograms. - Yandre M. G. Costa; Luiz S. Oliveira; Carlos Nascimento Silla Jr. (Appl. Soft Comput., 2017)

Toward a reliable anomaly-based intrusion detection in real-world environments. - Eduardo Viegas 001; Altair Olivo Santin; Luiz S. Oliveira (Comput. Networks, 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)

Multi-scale Forest Species Recognition Systems for Reduced Cost. - Paulo Rodrigo Cavalin; Marcelo N. Kapp; Luiz S. Oliveira (CoRR, 2017)

Bias effect on predicting market trends with EMD. - Dennis Carnelossi Furlaneto; Luiz S. Oliveira; David Menotti; George D. C. Cavalcanti (Expert Syst. Appl., 2017)

Learning features for offline handwritten signature verification using deep convolutional neural networks. - Luiz G. Hafemann; Robert Sabourin; Luiz S. Oliveira (Pattern Recognit., 2017)

Towards an Energy-Efficient Anomaly-Based Intrusion Detection Engine for Embedded Systems. - Eduardo Viegas 001; Altair Olivo Santin; André França 001; Ricardo P. Jasinski; Volnei A. Pedroni; Luiz S. Oliveira (IEEE Trans. Computers, 2017)

Exploring Textures in Traffic Matrices to Classify Data Center Communications. - Celio Trois; Luis C. E. Bona; Luiz S. Oliveira; Magnos Martinello; Douglas Harewood-Gill; Marcos Didonet Del Fabro; Reza Nejabati; Dimitra Simeonidou; João Carlos D. Lima; Benhur de Oliveira Stein (AINA, 2018)

Confusion Matrix-Based Building of Hierarchical Classification. - Paulo R. Cavalin; Luiz S. Oliveira (CIARP, 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)

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

A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. - Rayson Laroca; Evair Severo; Luiz Antonio Zanlorensi; Luiz S. Oliveira; Gabriel Resende Gonçalves; William Robson Schwartz; David Menotti (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)

Enabling Anomaly-based Intrusion Detection Through Model Generalization. - Eduardo Viegas 001; Altair Olivo Santin; Vilmar Abreu; Luiz S. Oliveira (ISCC, 2018)

Automatic Identification of Phasic Dopamine Release. - Gustavo H. G. Matsushita; Luiz E. S. Oliveira; Adam H. Sugi; Claudio da Cunha; Yandre M. G. Costa (IWSSIP, 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)

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

Bird species identification using spectrogram and dissimilarity approach. - Rafael H. D. Zottesso; Yandre M. G. Costa; Diego Bertolini; Luiz E. S. Oliveira (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)

The Need for Speed: An Analysis of Brazilian Malware Classifers. - Fabricio Ceschin; Felipe Azevedo Pinage; Marcos A. Castilho; David Menotti; Luiz S. Oliveira; Andre Gregio (IEEE Secur. Priv., 2018)

Fixed-sized representation learning from offline handwritten signatures of different sizes. - Luiz G. Hafemann; Luiz S. Oliveira; Robert Sabourin (Int. J. Document Anal. Recognit., 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)

Learning Deep Off-the-Person Heart Biometrics Representations. - Eduardo José da S. Luz; Gladston J. P. Moreira; Luiz S. Oliveira; William Robson Schwartz; David Menotti (IEEE Trans. Inf. Forensics Secur., 2018)

Charcoal Dataset. - Luiz Eduardo Soares de Oliveira (Zenodo, 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)

Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses. - Jérôme Rony; Luiz G. Hafemann; Luiz S. Oliveira; Ismail Ben Ayed; Robert Sabourin; Eric Granger (CVPR, 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)

Adaptive Random Forests with Resampling for Imbalanced data Streams. - Luis Eduardo Boiko Ferreira; Heitor Murilo Gomes; Albert Bifet; Luiz S. Oliveira (IJCNN, 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)

Evaluating Competence Measures for Dynamic Regressor Selection. - Thiago J. M. Moura; George D. C. Cavalcanti; Luiz S. Oliveira (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)

L(a)ying in (Test)Bed - How Biased Datasets Produce Impractical Results for Actual Malware Families' Classification. - Tamy Beppler; Marcus Botacin; Fabricio Ceschin; Luiz E. S. Oliveira; André Grégio (ISC, 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)

Phasic dopamine release identification using convolutional neural network. - Gustavo H. G. Matsushita; Adam H. Sugi; Yandre M. G. Costa; Alexander Gomez-A; Claudio da Cunha; Luiz S. Oliveira (Comput. Biol. Medicine, 2019)

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

Multiple instance learning for histopathological breast cancer image classification. - P. J. Sudharshan; Caroline Petitjean; Fabio A. Spanhol; Luiz Eduardo Soares de Oliveira; Laurent Heutte; Paul Honeine (Expert Syst. Appl., 2019)

Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification. - Luiz G. Hafemann; Robert Sabourin; Luiz S. Oliveira (IEEE Trans. Inf. Forensics Secur., 2019)

A Framework for Analyzing the Impact of Missing Data in Predictive Models. - Fabiola Santore; Eduardo C. de Almeida; Wagner Hugo Bonat; Eduardo H. M. Pena; Luiz Eduardo Soares de Oliveira (CIKM, 2020)

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)

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)

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)

Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution Service. - Mariana Y. Noguti; Eduardo Vellasques; Luiz S. Oliveira (IJCNN, 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)

On the Selection of the Competence Measure for Dynamic Regressor Selection. - Thiago J. M. Moura; George D. C. Cavalcanti; Luiz S. Oliveira (SMC, 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)

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)

Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images. - Lucas O. Teixeira; Rodolfo Miranda Pereira; Diego Bertolini; Luiz S. Oliveira; Loris Nanni; Yandre M. G. Costa (CoRR, 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)

Meta-Learning for Fast Classifier Adaptation to New Users of Signature Verification Systems. - Luiz G. Hafemann; Robert Sabourin; Luiz S. Oliveira (IEEE Trans. Inf. Forensics Secur., 2020)

Data Augmentation for Writer Identification Using a Cognitive Inspired Model. - Fabio Pignelli; Yandre M. G. Costa; Luiz S. Oliveira; Diego Bertolini (ICDAR (4), 2021)

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

On the Evaluation of Competence Measures for Time Series Forecasting. - Thiago J. M. Moura; George D. C. Cavalcanti; Luiz S. Oliveira (SMC, 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)

MINE: A framework for dynamic regressor selection. - Thiago J. M. Moura; George D. C. Cavalcanti; Luiz S. Oliveira (Inf. Sci., 2021)

Dynamic selection and combination of one-class classifiers for multi-class classification. - Rogerio C. P. Fragoso; George D. C. Cavalcanti; Roberto H. W. Pinheiro; Luiz S. Oliveira (Knowl. Based Syst., 2021)

Automatic chronic degenerative diseases identification using enteric nervous system images. - Gustavo Zanoni Felipe; Jacqueline Nelisis Zanoni; Camila C. Sehaber-Sierakowski; Gleison D. P. Bossolani; Sara R. G. Souza; Franklin César Flores; Luiz E. S. Oliveira; Rodolfo Miranda Pereira; Yandre M. G. Costa (Neural Comput. Appl., 2021)

Towards Amazon Forest Restoration: Automatic Detection of Species from UAV Imagery. - Marks Melo Moura; Luiz Eduardo Soares de Oliveira; Carlos Roberto Sanquetta; Alexis Bastos; Midhun Mohan; Ana Paula Dalla Corte (Remote. Sens., 2021)

Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images. - Lucas O. Teixeira; Rodolfo Miranda Pereira; Diego Bertolini; Luiz S. Oliveira; Loris Nanni; George D. C. Cavalcanti; Yandre M. G. Costa (Sensors, 2021)

A database for automatic classification of gender in Araucaria angustifolia plants. - Jefferson G. Martins; Luiz E. S. Oliveira; Daniel Weingaertner; Andersson Barison; Gerlon A. R. Oliveira; Luciano M. Lião (Soft Comput., 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)

Fault Classification in Transmission Lines with Generalization Competence. - Leandro Augusto Ensina; Luiz Eduardo Soares de Oliveira; Eduardo Cunha de Almeida; Signie Laureano França Santos; Leandro Silva Bernardino (IECON, 2022)

Assessing Batch and Online Learning for Delivery in Full and On Time Predictions. - Adriano Alves de Lima; Márcie Venâncio Batista; Jean Paul Barddal; Danilo Sipoli Sanches; Luiz Eduardo Soares de Oliveira (IJCNN, 2022)

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

Fast & Furious: Modelling Malware Detection as Evolving Data Streams. - Fabrício Ceschin; Marcus Botacin; Heitor Murilo Gomes; Felipe Azevedo Pinage; Luiz S. Oliveira; André Grégio (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)

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)

#DeOlhoNosCorais: a polygonal annotated dataset to optimize coral monitoring. - Daniel Pimenta Furtado; Edson Aparecido Vieira Filho; Wildna Fernandes do Nascimento; Kelly Yumi Inagaki; Jessica Bleuel; Marco Antonio Zanata Alves; Guilherme Ortigara Longo; Luiz Eduardo Soares de Oliveira (Zenodo, 2022)

#DeOlhoNosCorais: a pixel-wise annotated dataset to optimize coral monitoring (GitHub). - Daniel Pimenta Furtado; Marco Antonio Zanata Alves; Luiz Eduardo Soares de Oliveira (Zenodo, 2022)

Fault Detection in Transmission Lines: a Denial Constraint Approach. - Nicolas Tamalu; Leandro Augusto Ensina; Eduardo Cunha de Almeida; Eduardo Henrique Monteiro Pena; Luiz Eduardo Soares de Oliveira (SBBD, 2023)

Vehicle Occurrence-Based Parking Space Detection. - Paulo R. Lisboa de Almeida; Jeovane Honório Alves; Luiz S. Oliveira; Andre Gustavo Hochuli; João V. Fröhlich; Rodrigo A. Krauel (SMC, 2023)

A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets. - Mariana Y. Noguti; Eduardo Vellasques; Luiz S. Oliveira (SMC, 2023)

Fast & Furious: On the modelling of malware detection as an evolving data stream. - Fabrício Ceschin; Marcus Botacin; Heitor Murilo Gomes; Felipe Azevedo Pinage; Luiz S. Oliveira; André Grégio (Expert Syst. Appl., 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)

#DeOlhoNosCorais: a polygonal annotated dataset to optimize coral monitoring (GitHub). - Daniel Pimenta Furtado; Marco Antonio Zanata Alves; Luiz Eduardo Soares de Oliveira (Zenodo, 2023)

#DeOlhoNosCorais: a polygonal annotated dataset to optimize coral monitoring (GitHub). - Daniel Pimenta Furtado; Marco Antonio Zanata Alves; Luiz Eduardo Soares de Oliveira (Zenodo, 2023)

Forest Species Database - Macroscopic (FSD-M). - Luiz Eduardo Soares de Oliveira (Zenodo, 2023)

Fault Analysis Database with Features (FADbF). - Leandro Augusto Ensina; Luiz Eduardo Soares de Oliveira; Rafael Menelau Oliveira E. Cruz; George Darmiton da Cunha Cavalcanti (Zenodo, 2023)

Optimizing Parking Space Classification: Distilling Ensembles into Lightweight Classifiers. - Paulo Luza Alves; Andre G. Hochuli; Luiz Eduardo Soares de Oliveira; Paulo R. Lisboa de Almeida (ICMLA, 2024)

Using Deep Neural Networks to Quantify Parking Dwell Time. - Marcelo Eduardo Marques Ribas; Heloisa Benedet Mendes; Luiz Eduardo Soares de Oliveira; Luiz Antonio Zanlorensi; Paulo R. Lisboa de Almeida (ICMLA, 2024)

Machine Learning (In) Security: A Stream of Problems. - Fabrício Ceschin; Marcus Botacin; Albert Bifet; Bernhard Pfahringer; Luiz S. Oliveira; Heitor Murilo Gomes; André Grégio (DTRAP, 2024)

Fault distance estimation for transmission lines with dynamic regressor selection. - Leandro Augusto Ensina; Luiz Eduardo Soares de Oliveira; Rafael M. O. Cruz; George D. C. Cavalcanti (Neural Comput. Appl., 2024)

Espécies da Amazonia. - Luiz Eduardo Soares de Oliveira; Luiz Eduardo (Zenodo, 2024)

Espécies da Amazonia. - Luiz Eduardo Soares de Oliveira; Luiz Eduardo (Zenodo, 2024)

Quantitative Precipitation Estimation Using Weather Radar Data and Machine Learning Algorithms for the Southern Region of Brazil. - Fernanda F. Verdelho; Cesar Beneti; Luis G. Pavam; Leonardo Calvetti; Luiz E. S. Oliveira; Marco Antonio Zanata Alves (Remote. Sens., 2024)

Phasic Dopamine Release. - Luiz E. Soares de Oliveira; Luiz Eduardo (Zenodo, 2024)

Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets. - Lucas O. Teixeira; Diego Bertolini; Luiz S. Oliveira; George D. C. Cavalcanti; Yandre M. G. Costa (Neural Comput. Appl., 2024)

The Wrecking SQL Incremental Validation Methodology. - Ruanitto Docini; Eduardo C. de Almeida; Luiz S. Oliveira (DEXA (2), 2025)

Improving open set recognition with dissimilarity-based metric learning. - Lucas O. Teixeira; Diego Bertolini; Luiz S. Oliveira; George D. C. Cavalcanti; Yandre M. G. Costa (Knowl. Based Syst., 2025)

A Database for Automatic Identification of Herbarium Specimens in Piperaceae Family. - Alexandre Yuji Kajihara; George Azevedo de Queiroz; Marcelo Galeazzi Caxambu; Luiz Eduardo Soares de Oliveira; Diego Bertolini; André Luís Schwerz (Zenodo, 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)