Combining global and local classifiers with Bayesian network. - Leonardo Nogueira Matos; João Marques de Carvalho (ICPR (4), 2006)

Evaluating a Zoning Mechanism and Class-Modular Architecture for Handwritten Characters Recognition. - Sandra de Avila; Leonardo N. Matos; Cinthia Obladen de Almendra Freitas; João Marques de Carvalho (CIARP, 2007)

Acoustic models comparison using HTK and the Spoltech corpus to Brazilian Portuguese. - Yuri T. Passos; Carlos A. F. Pimentel Filho; Uriel Marx C. Bispo; Leonardo Nogueira Matos (WebMedia, 2009)

Brazilian Portuguese speech-driven answering system. - Artur L. C. Oliveira; Eduardo S. Silva; Hendrik T. Macedo; Leonardo N. Matos (EATIS, 2012)

Multi-kernel approach to Parallelization of EM Algorithm for GMM Training. - Marcus Medeiros; Gabriel Ferreira Araújo; Hendrik T. Macedo; Marco Túlio Chella; Leonardo N. Matos (BRACIS, 2014)

Speech Recognition in Noisy Environments with Convolutional Neural Networks. - Rafael Meneses Santos; Leonardo N. Matos; Hendrik T. Macedo; Jugurta Montalvão (BRACIS, 2015)

Geometrical Approaches for Facial Expression Recognition Using Support Vector Machines. - Jovan de Andrade Fernandes; Leonardo Nogueira Matos; Maria Gessica dos Santos Aragao (SIBGRAPI, 2016)

On the infinite clipping of handwritten signatures. - Jânio Coutinho Canuto; Bernadette Dorizzi; Jugurta Montalvão; Leonardo N. Matos (Pattern Recognit. Lett., 2016)

A Systematic Method for Detecting Parallelized Software Bottlenecks and Suggesting Modifications: The Case of the Expectation Maximization Algorithm. - Otávio Cordeiro Siqueira de Oliveira; Marco Túlio Chella; Hendrik Teixeira Macedo; Leonardo Nogueira Matos (J. Softw., 2017)

Analysis and Improvement of convergence speed in kernel adaptive filters with nonlinear even cost function and pre-tuned dictionary. - Eden P. da Silva; Carlos A. Estombelo-Montesco; Ewaldo Eder Carvalho Santana; Leonardo N. Matos (IJCNN, 2018)

Objective Reduction on Many-Objective Traffic Lights Signaling Optimization. - Saulo Matos; Jonatas Vieira; Leonardo Nogueira Matos; André Britto (ISCC, 2018)

Low-cost Autonomous Navigation System Based on Optical Flow Classification. - Michel C. Meneses; Leonardo N. Matos; Bruno O. Prado (CoRR, 2018)

Prototyping a Traffic Light Recognition Device with Expert Knowledge. - Thiago Almeida; Hendrik T. Macedo; Leonardo N. Matos; Nathanael Vasconcelos (Inf., 2018)

Active Image Data Augmentation. - Flávio Arthur Oliveira Santos; Cleber Zanchettin; Leonardo Nogueira Matos; Paulo Novais (HAIS, 2019)

Interpretability of a Deep Learning Model for Rodents Brain Semantic Segmentation. - Leonardo Nogueira Matos; Mariana Fontainhas Rodrigues; Ricardo Magalhães; Victor Alves; Paulo Novais (AIAI, 2019)

Open Data Extraction, Transformation, and Loading as a Tool for Supporting 2018 Elections' Voters. - Nélson R. S. Passos; Ariel F. Rodrigues; Hendrik T. Macedo; Bruno O. P. Prado; Gilton J. F. da Silva; Leonardo N. Matos (SBSI, 2019)

On Analysing Similarity Knowledge Transfer by Ensembles. - Danilo Pereira; Flávio Arthur O. Santos; Leonardo N. Matos; Paulo Novais; Cleber Zanchettin; Teresa Bernarda Ludermir (IDEAL (2), 2020)

Learning to associate detections for real-time multiple object tracking. - Michel C. Meneses; Leonardo N. Matos; Bruno O. Prado; André Carlos Ponce de Leon Ferreira de Carvalho; Hendrik T. Macedo (CoRR, 2020)

Construction of Brazilian Regulatory Traffic Sign Recognition Dataset. - Rafael Silva; Bruno O. Prado; Leonardo N. Matos; Flávio Arthur O. Santos; Cleber Zanchettin; Paulo Novais (CIARP, 2021)

Evaluating a self-organizing map approach to cluster a Brazilian agricultural diversity spatial panel data. - Marcos Aurélio Santos da Silva; Leonardo N. Matos; Flávio E. O. Santos; Fábio R. de Moura; Márcia H. G. Dompieri (GEOINFO, 2021)

A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks. - Flávio Arthur Oliveira Santos; Cleber Zanchettin; José Vitor Santos Silva; Leonardo Nogueira Matos; Paulo Novais (HAIS, 2021)

An Initial Assessment of a Chatbot for Rumination-Focused Cognitive Behavioral Therapy (RFCBT) in College Students. - Alana Lucia Souza Oliveira; Leonardo Nogueira Matos; Methanias Colaço Júnior; Zenith Nara Costa Delabrida (ICCSA (6), 2021)

SmartSORT: an MLP-based method for tracking multiple objects in real-time. - Michel C. Meneses; Leonardo N. Matos; Bruno O. Prado; André Carlos Ponce de Leon Ferreira de Carvalho; Hendrik Teixeira Macedo (J. Real Time Image Process., 2021)

Feature extraction of spatial panel data with autoencoders for clustering the Brazilian agricultural diversity. - Marcos Aurélio Santos da Silva; Leonardo N. Matos; Flávio E. de O. Santos; Márcia H. G. Dompieri; Fábio R. de Moura (GEOINFO, 2022)

On the Impact of Interpretability Methods in Active Image Augmentation Method. - Flávio Arthur Oliveira Santos; Cleber Zanchettin; Leonardo Nogueira Matos; Paulo Novais (Log. J. IGPL, 2022)

A Self-Organizing Map Clustering Approach to Support Territorial Zoning. - Marcos Aurélio Santos da Silva; Pedro V. de A. Barreto; Leonardo N. Matos; Gastão Florêncio Miranda Jr.; Márcia H. G. Dompieri; Fábio R. de Moura; Fabrícia K. S. Resende; Paulo Novais; Pedro Oliveira 004 (CIARP, 2023)

Image Classification Understanding with Model Inspector Tool. - Flávio Arthur O. Santos; Maynara Donato de Souza; Pedro Oliveira 004; Leonardo Nogueira Matos; Paulo Novais; Cleber Zanchettin (HAIS, 2023)