Romis Attux

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 35

Top Topics

Lyapunov Exponents

Source Separation

Evoked Potentials

Top Venues

Biomed. Signal Process. Control.

Signal Process.

Publications

Gleyson Roberto do Nascimento, Hildo Guillardi Júnior, Romis Attux
Solar Energy Forecasting: Case Study of the UNICAMP Gymnasium. EI.A (2) (2023)
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)
Christian Flores, Paolo Casas, Sarah Leite, Romis Attux
Short Calibrated SSVEP-BCI for Cross-Subject Transfer Learning via ELM-AE. SMC (2023)
Carlos Alberto Stefano Filho, Romis Attux, Gabriela Castellano
Actual, sham and no-feedback effects in motor imagery practice. Biomed. Signal Process. Control. 71 (Part) (2022)
Alexandre Seidy Ioshisaqui, Romis Attux, Ivette Luna
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization. Big Data Res. 29 (2022)
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)
Paula G. Rodrigues, Carlos Alberto Stefano Filho, André K. Takahata, Ricardo Suyama, Romis Attux, Gabriela Castellano, João Ricardo Sato, Slawomir J. Nasuto, Diogo C. Soriano
Can Dynamic Functional Connectivity Be Used to Distinguish Between Resting-State and Motor Imagery in EEG-BCIs? COMPLEX NETWORKS (2021)
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)
Pedro R. A. S. Bassi, Romis Attux
FBCNN: A Deep Neural Network Architecture for Portable and Fast Brain-Computer Interfaces. CoRR (2021)
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)
Pedro R. A. S. Bassi, Willian Rampazzo, Romis Attux
Transfer learning and SpecAugment applied to SSVEP based BCI classification. Biomed. Signal Process. Control. 67 (2021)
Michele Nazareth da Costa, Romis Attux, Andrzej Cichocki, João M. T. Romano
Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data. CoRR (2021)
Pedro R. A. S. Bassi, Romis Attux
COVID-19 detection using chest X-rays: is lung segmentation important for generalization? CoRR (2021)
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 (2020)
Pedro R. A. S. Bassi, Willian Rampazzo, Romis Attux
Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification. CoRR (2020)
José Augusto Stuchi, Levy Boccato, Romis Attux
Frequency learning for image classification. CoRR (2020)
Carlos Alberto Stefano Filho, José Ignacio Serrano, Romis Attux, Gabriela Castellano, Eduardo Rocon, M. Dolores del Castillo
Criteria for event-related (de)synchronization detection and feature consistency for motor imagery-based neuromodulation. BIBE (2020)
Pedro R. A. S. Bassi, Romis Attux
A Deep Convolutional Neural Network for COVID-19 Detection Using Chest X-Rays. CoRR (2020)
Guilherme Dean Pelegrina, Romis Attux, Leonardo Tomazeli Duarte
Application of multi-objective optimization to blind source separation. Expert Syst. Appl. 131 (2019)
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 (2019)
Paula G. Rodrigues, Carlos Alberto Stefano Filho, Romis Attux, Gabriela Castellano, Diogo C. Soriano
Space-time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain-computer interfaces. Medical Biol. Eng. Comput. 57 (8) (2019)
Denis G. Fantinato, Aline Neves, Romis Attux
Analysis of a Novel Density Matching Criterion Within the ITL Framework for Blind Channel Equalization. Circuits Syst. Signal Process. 37 (1) (2018)
Daniel G. Silva, Romis Attux
Simulated Annealing for Independent Component Analysis Over Galois Fields. IEEE Signal Process. Lett. 25 (4) (2018)
Harlei Miguel de Arruda Leite, Sarah Negreiros de Carvalho, Thiago B. S. Costa, Romis Attux, Heiko Horst Hornung, Dalton Soares Arantes
Analysis of User Interaction with a Brain-Computer Interface Based on Steady-State Visually Evoked Potentials: Case Study of a Game. Comput. Intell. Neurosci. 2018 (2018)
Diogo C. Soriano, Odair V. dos Santos, Ricardo Suyama, Filipe I. Fazanaro, Romis Attux
Conditional Lyapunov exponents and transfer entropy in coupled bursting neurons under excitation and coupling mismatch. Commun. Nonlinear Sci. Numer. Simul. 56 (2018)
Carlos Alberto Stefano Filho, Romis Attux, Gabriela Castellano
Can graph metrics be used for EEG-BCIs based on hand motor imagery? Biomed. Signal Process. Control. 40 (2018)
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)
Stephanie Alvarez Fernandez, Denis G. Fantinato, Jugurta R. Montalvão Filho, Romis Attux, Daniel G. Silva
Immune-Inspired Optimization with Autocorrentropy Function for Blind Inversion of Wiener Systems. CEC (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)
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)
Denis G. Fantinato, Aline Neves, Daniel G. Silva, Romis Attux
Blind channel equalization of encoded data over galois fields. MLSP (2017)
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)
Stephanie Alvarez Fernandez, Romis Attux, Denis G. Fantinato, Jugurta Montalvão, Daniel G. Silva
An Immune-Inspired, Dependence-Based Approach to Blind Inversion of Wiener Systems. ESANN (2016)
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)
Filipe I. Fazanaro, Diogo C. Soriano, Ricardo Suyama, Marconi K. Madrid, José Raimundo de Oliveira, Ignacio Bravo Muñoz, Romis Attux
Numerical characterization of nonlinear dynamical systems using parallel computing: The role of GPUs approach. Commun. Nonlinear Sci. Numer. Simul. 37 (2016)
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)
Sarah N. Carvalho, Thiago B. S. Costa, Luisa F. S. Uribe, Diogo C. Soriano, Glauco F. G. Yared, Luís C. Coradine, Romis Attux
Comparative analysis of strategies for feature extraction and classification in SSVEP BCIs. Biomed. Signal Process. Control. 21 (2015)
Daniel G. Silva, Jugurta Montalvão, Romis Attux, Luís C. Coradine
An immune-inspired, information-theoretic framework for blind inversion of Wiener systems. Signal Process. 113 (2015)
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)
Sarah N. Carvalho, Thiago B. S. Costa, Luisa F. S. Uribe, Diogo C. Soriano, Sara R. M. Almeida, Li L. Min, Gabriela Castellano, Romis Attux
Effect of the combination of different numbers of flickering frequencies in an SSVEP-BCI for healthy volunteers and stroke patients. NER (2015)
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 (2014)
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)
Everton Z. Nadalin, Rodrigo C. Silva, Romis Attux, João M. T. Romano
Analysis of the Weighted Fuzzy C-means in the problem of source location. ESANN (2014)
Daniel G. Silva, Jugurta R. Montalvão Filho, Romis Attux
cobICA: A concentration-based, immune-inspired algorithm for ICA over Galois fields. CIMSIVP (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)
Daniel G. Silva, Everton Z. Nadalin, Jugurta Montalvão, Romis Attux
The modified MEXICO for ICA over finite fields. Signal Process. 93 (9) (2013)
Tiago Fernandes Tavares, Jayme Garcia Arnal Barbedo, Romis Attux, Amauri Lopes
Survey on automatic transcription of music - Historical overview of techniques. J. Braz. Comput. Soc. 19 (4) (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)
Denis G. Fantinato, Daniel G. Silva, Everton Z. Nadalin, Romis Attux, João M. T. Romano, Aline Neves, Jugurta R. Montalvão Filho
Blind separation of convolutive mixtures over Galois fields. MLSP (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)
Tiago Fernandes Tavares, Jayme Garcia Arnal Barbedo, Romis Attux, Amauri Lopes
Unsupervised training of detection threshold for polyphonic musical note tracking based on event periodicity. ICASSP (2013)
Rafael Krummenauer, Rafael Ferrari, Ricardo Suyama, Romis Attux, Cynthia Junqueira, Pascal Larzabal, Philippe Forster, Amauri Lopes
Maximum Likelihood-Based Direction-of-Arrival Estimator for Discrete Sources. Circuits Syst. Signal Process. 32 (5) (2013)
Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, João Marcos Travassos Romano, Christian Jutten
Blind compensation of nonlinear distortions via sparsity recovery. EUSIPCO (2012)
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) (2012)
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)
Daniel G. Silva, Everton Z. Nadalin, Romis Attux, Jugurta R. Montalvão Filho
A modified version of the MEXICO algorithm for performing ICA over Galois fields. MLSP (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)
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)
Diogo C. Soriano, Romis Attux, João M. T. Romano, Murilo Bellezoni Loiola, Ricardo Suyama
Denoising chaotic time series using an evolutionary state estimation approach. CICA (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)
Paulo Sérgio Prampero, Romis Attux
Magnetic particle swarm optimization. SWIS (2011)
Romis Attux, Ricardo Suyama, Rafael Ferrari, Cynthia Junqueira, Rafael Krummenauer, Pascal Larzabal, Amauri Lopes
A clustering-based method for DOA estimation in wireless communications. EUSIPCO (2007)