Levy Boccato

34 papers B 6C 1Journal 15Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking Encoders and Self-Supervised Learning for Smartphone-Based Human Activity Recognition.
IEEE Access
Gustavo P. C. P. da Luz, Darlinne Hubert Palo Soto, Otávio O. Napoli, Anderson Rocha, Levy Boccato, Edson Borin
2024 J jnl
A coincidence detection perspective for the maximum mean discrepancy.
Pattern Recognit. Lett.
Jugurta Montalvão, Dami Duarte, Levy Boccato
2024 J jnl
A frequency-domain approach with learnable filters for image classification.
Appl. Soft Comput.
José Augusto Stuchi, Natalia Gil Canto, Romis Ribeiro Faissol Attux, Levy Boccato
2024 — conf
An Analysis of Time-Frequency Consistency in Human Activity Recognition.
BRACIS (3)
Nícolas Hecker, Otávio O. Napoli, Jaime Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin
2024 — conf
An Evaluation of Temporal Neighborhood Coding Variants in Smartphone-Based Human Activity Recognition.
BRACIS (3)
Gustavo P. C. P. da Luz, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin
2024 — conf
Comparing LIME and SHAP Global Explanations for Human Activity Recognition.
BRACIS (3)
Patrick Alves, Jaime Delgado, Luis Gonzalez, Anderson R. Rocha, Levy Boccato, Edson Borin
2024 — conf
Impact of Pre-training Datasets on Human Activity Recognition with Contrastive Predictive Coding.
BRACIS (3)
Betania E. R. da Silva, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin
2024 J jnl
Improved segmentation under extreme imbalance towards full background images.
Expert Syst. Appl.
Eduardo Rocha de Andrade, Levy Boccato
2023 J jnl
Recursive linear models optimized by bioinspired metaheuristics to streamflow time series prediction.
Int. Trans. Oper. Res.
Hugo Siqueira, Jonatas Trabuco Belotti, Levy Boccato, Ivette Luna, Romis Attux, Christiano Lyra
2022 — conf
A Frequency Learning Approach Based on the Hartley Transform for Texture Classification.
BRACIS (2)
Natalia Gil Canto, José Augusto Stuchi, Levy Boccato
2022 — conf
A Study of Emergency Siren Recognition on Resource-Constrained Devices.
BRACIS (2)
Davi Francisco Caetano dos Santos, Levy Boccato
2022 J jnl
Analysis of the spatiotemporal MVDR filter applied to BCI-SSVEP and a filter bank extension.
Biomed. Signal Process. Control.
Guilherme Vettorazzi Vargas, Sarah Negreiros de Carvalho, Levy Boccato
2021 J jnl
Space-time filter for SSVEP brain-computer interface based on the minimum variance distortionless response.
Medical Biol. Eng. Comput.
Sarah Negreiros de Carvalho, Guilherme Vettorazzi Vargas, Thiago Bulhões da Silva Costa, Harlei Miguel de Arruda Leite, Luís Coradine, Levy Boccato, Diogo Coutinho Soriano, Romis Attux
2020 J jnl
Frequency learning for image classification.
CoRR
José Augusto Stuchi, Levy Boccato, Romis Attux
2018 B conf
Application of Extreme Learning Machines and Echo State Networks to Seismic Multiple Removal.
IJCNN
Heitor S. Carvalho, Farzin Shams, Rafael Ferrari, Levy Boccato
2018 J jnl
Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants.
Appl. Soft Comput.
Hugo Valadares Siqueira, Levy Boccato, Ivette Luna, Romis Attux, Christiano Lyra
2017 — conf
Improving image classification with frequency domain layers for feature extraction.
MLSP
José Augusto Stuchi, Marcus A. Angeloni, Rodrigo F. Pereira, Levy Boccato, Guilherme Folego, Paulo Victor de Souza Prado, Romis Ribeiro Faissol Attux
2016 — conf
Unorganized neural networks applied to streamflow forecasting of Passo Real hydroelectric plant.
LA-CCI
Hugo Valadares Siqueira, Levy Boccato, Ivette Luna, Christiano Lyra
2014 — conf
Multivariate PDF matching via kernel density estimation.
CIMSIVP
Denis G. Fantinato, Levy Boccato, Romis Attux, Aline Neves
2014 J jnl
Self-organization and lateral interaction in echo state network reservoirs.
Neurocomputing
Levy Boccato, Romis Attux, Fernando J. Von Zuben
2014 J jnl
Unorganized Machines for seasonal streamflow Series Forecasting.
Int. J. Neural Syst.
Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra
2013 B conf
A multi-Gaussian component EDA with restarting applied to direction of arrival tracking.
IEEE Congress on Evolutionary Computation
André R. Gonçalves, Levy Boccato, Romis Attux, Fernando J. Von Zuben
2013 B conf
Error entropy criterion in echo state network training.
ESANN
Levy Boccato, Daniel G. Silva, Denis G. Fantinato, Kenji Nose Filho, Rafael Ferrari, Romis Attux, Aline Neves, Jugurta Montalvão, João Marcos Travassos Romano
2013 J jnl
Improving the Efficiency of Natural Computing Algorithms in DOA Estimation Using a Noise Filtering Approach.
Circuits Syst. Signal Process.
Levy Boccato, Rafael Krummenauer, Romis Attux, Amauri Lopes
2013 — —
Novas propostas e aplicações de redes neurais com estados de eco
Levy Boccato
2012 J jnl
An extended echo state network using Volterra filtering and principal component analysis.
Neural Networks
Levy Boccato, Amauri Lopes, Romis Attux, Fernando J. Von Zuben
2012 J jnl
Application of natural computing algorithms to maximum likelihood estimation of direction of arrival.
Signal Process.
Levy Boccato, Rafael Krummenauer, Romis Attux, Amauri Lopes
2012 B conf
Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines.
IJCNN
Guilherme Palermo Coelho, Celso C. Barbante, Levy Boccato, Romis Ribeiro Faissol Attux, Jose R. Oliveira, Fernando J. Von Zuben
2012 — conf
Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series Prediction.
ICONIP (2)
Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra
2012 C conf
Echo State Networks for Seasonal Streamflow Series Forecasting.
IDEAL
Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho
2012 B conf
Performance analysis of nonlinear echo state network readouts in signal processing tasks.
IJCNN
Levy Boccato, Diogo C. Soriano, Romis Attux, Fernando J. Von Zuben
2011 B conf
An echo state network architecture based on volterra filtering and PCA with application to the channel equalization problem.
IJCNN
Levy Boccato, Amauri Lopes, Romis Attux, Fernando J. Von Zuben
2011 — conf
Multimodal optimization in the context of Sparse Component Analysis.
CIMSIVP
Everton Z. Nadalin, Levy Boccato, Romis Attux, Leonardo Tomazeli Duarte, Amauri Lopes, João Marcos Travassos Romano, Ricardo Suyama
2011 J jnl
Unorganized Machines: From Turing's Ideas to Modern Connectionist Approaches.
Int. J. Nat. Comput. Res.
Levy Boccato, Everton S. Soares, Marcos M. L. P. Fernandes, Diogo C. Soriano, Romis Attux