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Romis Ribeiro Faissol Attux
Publications
- 2022
- [c52]Guilherme Dean Pelegrina, Renan D. B. Brotto, Leonardo Tomazeli Duarte, Romis Attux, João M. T. Romano:
Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization. IJCNN 2022: 1-8 - 2021
- [c50]Caroline P. A. Moraes, Juliana Saldanha, Aline Neves, Denis G. Fantinato, Romis Attux, Leonardo Tomazeli Duarte:
An SOS-Based Algorithm for Source Separation in Nonlinear Mixtures. SSP 2021: 156-160 - 2020
- [i3]Guilherme Dean Pelegrina, Renan D. B. Brotto, Leonardo Tomazeli Duarte, João M. T. Romano, Romis Attux:
A multi-objective-based approach for Fair Principal Component Analysis. CoRR abs/2006.06137 (2020) - 2019
- [j27]Guilherme Dean Pelegrina, Romis Attux, Leonardo Tomazeli Duarte:
Application of multi-objective optimization to blind source separation. Expert Syst. Appl. 131: 60-70 (2019) - [j25]Denis G. Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Romis Attux, Christian Jutten, Aline Neves:
A second-order statistics method for blind source separation in post-nonlinear mixtures. Signal Process. 155: 63-72 (2019) - 2018
- [c47]Denis G. Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Christian Jutten, Romis Attux, Aline Neves:
Using Taylor Series Expansions and Second-Order Statistics for Blind Source Separation in Post-Nonlinear Mixtures. LVA/ICA 2018: 193-203 - 2017
- [c46]Denis G. Fantinato, Leonardo Tomazeli Duarte, Bertrand Rivet, Bahram Ehsandoust, Romis Attux, Christian Jutten:
Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures. LVA/ICA 2017: 300-309 - [c45]Denis G. Fantinato, Leonardo Tomazeli Duarte, Paolo Zanini, Bertrand Rivet, Romis Attux, Christian Jutten:
A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures. LVA/ICA 2017: 499-508 - 2016
- [c41]Rafael Assato Ando, Christian Jutten, Bertrand Rivet, Romis Attux, Leonardo Tomazeli Duarte:
Nonlinear blind source separation for chemical sensor arrays based on a polynomial representation. EUSIPCO 2016: 2146-2150 - 2015
- [c40]Rafael A. Ando, Leonardo Tomazeli Duarte, Christian Jutten, Romis Attux:
A blind source separation method for chemical sensor arrays based on a second order mixing model. EUSIPCO 2015: 933-937 - [c39]Leonardo Tomazeli Duarte, Filipe de Oliveira Pereira, Romis Attux, Ricardo Suyama, João M. T. Romano:
Source Separation in Post-nonlinear Mixtures by Means of Monotonic Networks. LVA/ICA 2015: 176-183 - [c38]David Felice Falivene Baptista, Rafael A. Ando, Leonardo Tomazeli Duarte, Christian Jutten, Romis Ribeiro Faissol Attux:
Theoretical Studies and Algorithms Regarding the Solution of Non-invertible Nonlinear Source Separation. LVA/ICA 2015: 312-319 - 2014
- [j13]Daniel G. Silva, Everton Z. Nadalin, Guilherme Palermo Coelho, Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, Fernando J. Von Zuben, Jugurta Montalvão:
A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order. Signal Process. 96: 153-163 (2014) - 2012
- [j5]Leonardo Tomazeli Duarte, Ricardo Suyama, Bertrand Rivet, Romis Attux, João Marcos Travassos Romano, Christian Jutten:
Blind Compensation of Nonlinear Distortions: Application to Source Separation of Post-Nonlinear Mixtures. IEEE Trans. Signal Process. 60(11): 5832-5844 (2012) - [c28]Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, João Marcos Travassos Romano, Christian Jutten:
Blind compensation of nonlinear distortions via sparsity recovery. EUSIPCO 2012: 2362-2366 - [c27]Leonardo Tomazeli Duarte, Rafael A. Ando, Romis Ribeiro Faissol Attux, Yannick Deville, Christian Jutten:
Separation of Sparse Signals in Overdetermined Linear-Quadratic Mixtures. LVA/ICA 2012: 239-246 - 2011
- [c19]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 - [c17]Daniel G. Silva, Romis Ribeiro Faissol Attux, Everton Z. Nadalin, Leonardo Tomazeli Duarte, Ricardo Suyama:
An immune-inspired information-theoretic approach to the problem of ICA over a Galois field. ITW 2011: 618-622 - 2010
- [c15]Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Ribeiro Faissol Attux, Yannick Deville, João Marcos Travassos Romano, Christian Jutten:
Blind Source Separation of Overdetermined Linear-Quadratic Mixtures. LVA/ICA 2010: 263-270 - [c14]Everton Z. Nadalin, André K. Takahata, Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Ribeiro Faissol Attux:
Blind Extraction of the Sparsest Component. LVA/ICA 2010: 394-401 - 2007
- [j2]Ricardo Suyama, Leonardo Tomazeli Duarte, Rafael Ferrari, Leandro Elias Paiva Rangel, Romis Ribeiro Faissol Attux, Charles Casimiro Cavalcante, Fernando J. Von Zuben, João Marcos Travassos Romano:
A Nonlinear Prediction Approach to the Blind Separation of Convolutive Mixtures. EURASIP J. Adv. Signal Process. 2007 (2007) - 2006
- [c4]Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Ribeiro Faissol Attux, Fernando J. Von Zuben, João Marcos Travassos Romano:
Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics. ICA 2006: 66-73
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