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2020 – today
- 2024
[j13]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: 111443 (2024)- [j12]Eduardo Rocha de Andrade, Levy Boccato:
Improved segmentation under extreme imbalance towards full background images. Expert Syst. Appl. 253: 124273 (2024) - [j11]Jugurta Montalvão, Dami Duarte, Levy Boccato:
A coincidence detection perspective for the maximum mean discrepancy. Pattern Recognit. Lett. 177: 20-25 (2024) - 2023
- [j10]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): 742-773 (2023) - 2022
- [j9]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: 103459 (2022) - [c14]Davi Francisco Caetano dos Santos, Levy Boccato:
A Study of Emergency Siren Recognition on Resource-Constrained Devices. BRACIS (2) 2022: 154-168 - [c13]Natalia Gil Canto, José Augusto Stuchi, Levy Boccato:
A Frequency Learning Approach Based on the Hartley Transform for Texture Classification. BRACIS (2) 2022: 434-448 - 2021
- [j8]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): 1133-1150 (2021) - 2020
- [i1]José Augusto Stuchi, Levy Boccato, Romis Attux:
Frequency learning for image classification. CoRR abs/2006.15476 (2020)
2010 – 2019
- 2018
- [j7]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: 494-506 (2018) - [c12]Heitor S. Carvalho, Farzin Shams, Rafael Ferrari, Levy Boccato:
Application of Extreme Learning Machines and Echo State Networks to Seismic Multiple Removal. IJCNN 2018: 1-8 - 2017
- [c11]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: 1-6 - 2016
- [c10]Hugo Valadares Siqueira, Levy Boccato, Ivette Luna, Christiano Lyra:
Unorganized neural networks applied to streamflow forecasting of Passo Real hydroelectric plant. LA-CCI 2016: 1-6 - 2014
- [j6]Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra:
Unorganized Machines for seasonal streamflow Series Forecasting. Int. J. Neural Syst. 24(3) (2014) - [j5]Levy Boccato, Romis Attux, Fernando J. Von Zuben:
Self-organization and lateral interaction in echo state network reservoirs. Neurocomputing 138: 297-309 (2014) - [c9]Denis G. Fantinato, Levy Boccato, Romis Attux, Aline Neves:
Multivariate PDF matching via kernel density estimation. CIMSIVP 2014: 150-157 - 2013
- [j4]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): 1991-2001 (2013) - [c8]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: 1556-1563 - [c7]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 - 2012
- [j3]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: 292-302 (2012) - [j2]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): 1338-1352 (2012) - [c6]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: 491-500 - [c5]Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho:
Echo State Networks for Seasonal Streamflow Series Forecasting. IDEAL 2012: 226-236 - [c4]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: 1-8 - [c3]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: 1-8 - 2011
- [j1]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): 1-16 (2011) - [c2]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: 85-91 - [c1]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: 580-587
Coauthor Index
aka: Romis Attux
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