Leonardo N. Matos

According to our database, Leonardo N. Matos authored at least 27 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Image Classification Understanding with Model Inspector Tool.

Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

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 Junior, Márcia H. G. Dompieri, Fábio R. de Moura, Fabrícia K. S. Resende, Paulo Novais, Pedro Oliveira

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

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

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

Proceedings of the XXIII Brazilian Symposium on Geoinformatics, 2022

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

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

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 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

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 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

Proceedings of the XXII Brazilian Symposium on Geoinformatics - GEOINFO 2020, São José dos Campos, SP, Brazil, online, November 29, 2021

Construction of Brazilian Regulatory Traffic Sign Recognition Dataset.

Rafael Silva, Bruno O. Prado, Leonardo N. Matos, Flávio Arthur O. Santos, Cleber Zanchettin, Paulo Novais

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

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

On Analysing Similarity Knowledge Transfer by Ensembles.

Danilo Pereira, Flávio Arthur O. Santos, Leonardo N. Matos, Paulo Novais, Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

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

Proceedings of the XV Brazilian Symposium on Information Systems, 2019

Interpretability of a Deep Learning Model for Rodents Brain Semantic Segmentation.

Leonardo Nogueira Matos, Mariana Fontainhas Rodrigues, Ricardo Magalhães, Victor Alves, Paulo Novais

Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Active Image Data Augmentation.

Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais

Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018

Prototyping a Traffic Light Recognition Device with Expert Knowledge.

Thiago Almeida, Hendrik T. Macedo, Leonardo N. Matos, Nathanael Vasconcelos

Inf., 2018

Low-cost Autonomous Navigation System Based on Optical Flow Classification.

Michel C. Meneses, Leonardo N. Matos, Bruno O. Prado

CoRR, 2018

Objective Reduction on Many-Objective Traffic Lights Signaling Optimization.

Saulo Matos, Jonatas Vieira, Leonardo Nogueira Matos, Andre Britto

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

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

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

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

2016

On the infinite clipping of handwritten signatures.

Jânio Coutinho Canuto, Bernadette Dorizzi, Jugurta Montalvão, Leonardo N. Matos

Pattern Recognit. Lett., 2016

Geometrical Approaches for Facial Expression Recognition Using Support Vector Machines.

Jovan de Andrade Fernandes, Leonardo Nogueira Matos, Maria Gessica dos Santos Aragao

Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

2015

Speech Recognition in Noisy Environments with Convolutional Neural Networks.

Rafael Meneses Santos, Leonardo N. Matos, Hendrik T. Macedo, Jugurta Montalvão

Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014

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

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2012

Brazilian Portuguese speech-driven answering system.

Artur L. C. Oliveira, Eduardo S. Silva, Hendrik T. Macedo, Leonardo N. Matos

Proceedings of the Euro-American Conference on Telematics and Information Systems, 2012

2009

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

Proceedings of the XV Brazilian Symposium on Multimedia and the Web, 2009

2007

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

Proceedings of the Progress in Pattern Recognition, 2007

2006

Combining global and local classifiers with Bayesian network.

Leonardo Nogueira Matos, João Marques de Carvalho

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006