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Levy Boccato
ORCID
Publication Activity (10 Years)
Years Active: 2011-2024
Publications (10 Years): 13
Top Topics
Linear Model
Kernel Density Estimation
Image Classification
Spatial And Frequency Domains
Top Venues
BRACIS (2)
Appl. Soft Comput.
CoRR
Biomed. Signal Process. Control.
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Publications
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José Augusto Stuchi
,
Natalia Gil Canto
,
Romis Ribeiro Faissol Attux
,
Levy Boccato
A frequency-domain approach with learnable filters for image classification.
Appl. Soft Comput.
155 (2024)
Eduardo Rocha de Andrade
,
Levy Boccato
Improved segmentation under extreme imbalance towards full background images.
Expert Syst. Appl.
253 (2024)
Jugurta Montalvão
,
Dami Duarte
,
Levy Boccato
A coincidence detection perspective for the maximum mean discrepancy.
Pattern Recognit. Lett.
177 (2024)
Hugo Siqueira
,
Jonatas Trabuco Belotti
,
Levy Boccato
,
Ivette Luna
,
Romis Attux
,
Christiano Lyra
Recursive linear models optimized by bioinspired metaheuristics to streamflow time series prediction.
Int. Trans. Oper. Res.
30 (2) (2023)
Guilherme Vettorazzi Vargas
,
Sarah Negreiros de Carvalho
,
Levy Boccato
Analysis of the spatiotemporal MVDR filter applied to BCI-SSVEP and a filter bank extension.
Biomed. Signal Process. Control.
73 (2022)
Natalia Gil Canto
,
José Augusto Stuchi
,
Levy Boccato
A Frequency Learning Approach Based on the Hartley Transform for Texture Classification.
BRACIS (2)
(2022)
Davi Francisco Caetano dos Santos
,
Levy Boccato
A Study of Emergency Siren Recognition on Resource-Constrained Devices.
BRACIS (2)
(2022)
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
Space-time filter for SSVEP brain-computer interface based on the minimum variance distortionless response.
Medical Biol. Eng. Comput.
59 (5) (2021)
José Augusto Stuchi
,
Levy Boccato
,
Romis Attux
Frequency learning for image classification.
CoRR
(2020)
Heitor S. Carvalho
,
Farzin Shams
,
Rafael Ferrari
,
Levy Boccato
Application of Extreme Learning Machines and Echo State Networks to Seismic Multiple Removal.
IJCNN
(2018)
Hugo Valadares Siqueira
,
Levy Boccato
,
Ivette Luna
,
Romis Attux
,
Christiano Lyra
Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants.
Appl. Soft Comput.
68 (2018)
José Augusto Stuchi
,
Marcus A. Angeloni
,
Rodrigo F. Pereira
,
Levy Boccato
,
Guilherme Folego
,
Paulo Victor de Souza Prado
,
Romis Ribeiro Faissol Attux
Improving image classification with frequency domain layers for feature extraction.
MLSP
(2017)
Hugo Valadares Siqueira
,
Levy Boccato
,
Ivette Luna
,
Christiano Lyra
Unorganized neural networks applied to streamflow forecasting of Passo Real hydroelectric plant.
LA-CCI
(2016)
Denis G. Fantinato
,
Levy Boccato
,
Romis Attux
,
Aline Neves
Multivariate PDF matching via kernel density estimation.
CIMSIVP
(2014)
Hugo Valadares Siqueira
,
Levy Boccato
,
Romis Attux
,
Christiano Lyra
Unorganized Machines for seasonal streamflow Series Forecasting.
Int. J. Neural Syst.
24 (3) (2014)
Levy Boccato
,
Romis Attux
,
Fernando J. Von Zuben
Self-organization and lateral interaction in echo state network reservoirs.
Neurocomputing
138 (2014)
André R. Gonçalves
,
Levy Boccato
,
Romis Attux
,
Fernando J. Von Zuben
A multi-Gaussian component EDA with restarting applied to direction of arrival tracking.
IEEE Congress on Evolutionary Computation
(2013)
Levy Boccato
,
Rafael Krummenauer
,
Romis Attux
,
Amauri Lopes
Improving the Efficiency of Natural Computing Algorithms in DOA Estimation Using a Noise Filtering Approach.
Circuits Syst. Signal Process.
32 (4) (2013)
Levy Boccato
,
Daniel G. Silva
,
Denis G. Fantinato
,
Kenji Nose Filho
,
Rafael Ferrari
,
Romis Attux
,
Aline Neves
,
Jugurta Montalvão
,
João Marcos Travassos Romano
Error entropy criterion in echo state network training.
ESANN
(2013)
Levy Boccato
,
Rafael Krummenauer
,
Romis Attux
,
Amauri Lopes
Application of natural computing algorithms to maximum likelihood estimation of direction of arrival.
Signal Process.
92 (5) (2012)
Hugo Valadares Siqueira
,
Levy Boccato
,
Romis Attux
,
Christiano Lyra
Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series Prediction.
ICONIP (2)
(2012)
Levy Boccato
,
Diogo C. Soriano
,
Romis Attux
,
Fernando J. Von Zuben
Performance analysis of nonlinear echo state network readouts in signal processing tasks.
IJCNN
(2012)
Levy Boccato
,
Amauri Lopes
,
Romis Attux
,
Fernando J. Von Zuben
An extended echo state network using Volterra filtering and principal component analysis.
Neural Networks
32 (2012)
Guilherme Palermo Coelho
,
Celso C. Barbante
,
Levy Boccato
,
Romis Ribeiro Faissol Attux
,
Jose R. Oliveira
,
Fernando J. Von Zuben
Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines.
IJCNN
(2012)
Hugo Valadares Siqueira
,
Levy Boccato
,
Romis Attux
,
Christiano Lyra Filho
Echo State Networks for Seasonal Streamflow Series Forecasting.
IDEAL
(2012)
Levy Boccato
,
Everton S. Soares
,
Marcos M. L. P. Fernandes
,
Diogo C. Soriano
,
Romis Attux
Unorganized Machines: From Turing's Ideas to Modern Connectionist Approaches.
Int. J. Nat. Comput. Res.
2 (4) (2011)
Levy Boccato
,
Amauri Lopes
,
Romis Attux
,
Fernando J. Von Zuben
An echo state network architecture based on volterra filtering and PCA with application to the channel equalization problem.
IJCNN
(2011)
Everton Z. Nadalin
,
Levy Boccato
,
Romis Attux
,
Leonardo Tomazeli Duarte
,
Amauri Lopes
,
João Marcos Travassos Romano
,
Ricardo Suyama
Multimodal optimization in the context of Sparse Component Analysis.
CIMSIVP
(2011)