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Romis Attux

faculdade de engenharia elétrica e de computação, universidade estadual de campinas (unicamp), campinas, brazil

20H-index
204Paper Count
1.6KCitation Count
Published Papers 27
Publication Date
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Tensor-Train networks for learning predictive modeling of multidimensional data
errNEUROCOMPUTING
IF6.5
err2025-07-01
err0
errOAAI
errda Costa, Nazareth; Attux, Romis; Romano, Joao M. T.
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On the use of convolutional neural networks to detect structural modifications in rotating machinery foundations
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2025-05-26
err0
PREAI
errVitor M Martini; Levy Boccato; Romis RRF Attux; Eduardo P Okabe; Katia L Cavalca
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errSave
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization
errBIG DATA RESEARCH
IF4.2
err2022-08-01
err1
PREAI
errIoshisaqui, Alexandre Seidy; Attux, Romis; Luna, Ivette
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errSave
Motor imagery practice and feedback effects on functional connectivity
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2022-01-04
err5
PREAI
errStefano Filho, Carlos Alberto; Attux, Romis; Castellano, Gabriela
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errSave
Actual, sham and no-feedback effects in motor imagery practice
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2022-01-01
err2
PREAI
errStefano Filho, Carlos A.; Attux, Romis; Castellano, Gabriela
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errSave
Transfer learning and SpecAugment applied to SSVEP based BCI classification
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2021-05-01
err23
errOAAI
errBassi, Pedro R. A. S.; Rampazzo, Willian; Attux, Romis
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errSave
Recursive linear models optimized by bioinspired metaheuristics to streamflow time series prediction
errINTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH
IF2.9
err2020-11-23
err12
PREAI
errSiqueira, Hugo; Belotti, Jonatas Trabuco; Boccato, Levy; Luna, Ivette; Attux, Romis; Lyra, Christiano
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errSave
Channel capacity in brain-computer interfaces
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2020-02-18
err10
PREAI
errda Silva Costa, Thiago Bulhoes; Suarez Uribe, Luisa Fernanda; de Carvalho, Sarah Negreiros; Soriano, Diogo Coutinho; Castellano, Gabriela; Suyama, Ricardo; Attux, Romis; Panazio, Cristiano
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errSave
Application of multi-objective optimization to blind source separation
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2019-10-01
err2
errOAAI
errPelegrina, Guilherme Dean; Attux, Romis; Duarte, Leonardo Tomazeli
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errSave
A second-order statistics method for blind source separation in post-nonlinear mixtures
errSIGNAL PROCESSING
IF3.6
err2019-02-01
err13
errOAAI
errFantinato, Denis G.; Duarte, Leonardo T.; Deville, Yannick; Attux, Romis; Jutten, Christian; Neves, Aline
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errSave
Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants
errAPPLIED SOFT COMPUTING
IF6.6
err2018-07-01
err31
PREAI
errSiqueira, Hugo; Boccato, Levy; Luna, Ivette; Attux, Romis; Lyra, Christiano
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errSave
Simulated Annealing for Independent Component Analysis Over Galois Fields
errieee signal processing magazine
IF3.9
err2018-04-01
err6
PREAI
errSilva, Daniel G.; Attux, Romis
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errSave
Conditional Lyapunov exponents and transfer entropy in coupled bursting neurons under excitation and coupling mismatch
errCOMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
IF3.8
err2018-03-01
err3
PREAI
errSoriano, Diogo C.; dos Santos, Odair V.; Suyama, Ricardo; Fazanaro, Filipe I.; Attux, Romis
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errSave
Can graph metrics be used for EEG-BCIs based on hand motor imagery?
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2018-02-01
err49
PREAI
errStefano Filho, Carlos Alberto; Attux, Romis; Castellano, Gabriela
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errSave
Numerical characterization of nonlinear dynamical systems using parallel computing: The role of GPUs approach
errCOMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
IF3.8
err2016-08-01
err18
PREAI
errFazanaro, Filipe I.; Soriano, Diogo C.; Suyama, Ricardo; Madrid, Marconi K.; de Oliveira, Jose Raimundo; Bravo Munoz, Ignacio; Attux, Romis
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errSave
An immune-inspired, information-theoretic framework for blind inversion of Wiener systems
errSIGNAL PROCESSING
IF3.6
err2015-08-01
err6
PREAI
errSilva, Daniel G.; Montalvao, Jugurta; Attux, Romis; Coradine, Luis C.
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errSave
Comparative analysis of strategies for feature extraction and classification in SSVEP BCIs
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2015-08-01
err58
errOAAI
errCarvalho, Sarah N.; Costa, Thiago B. S.; Uribe, Luisa F. S.; Soriano, Diogo C.; Yared, Glauco F. G.; Coradine, Luis C.; Attux, Romis
errShare
errSave
A Sparsity-Based Method for Blind Compensation of a Memoryless Nonlinear Distortion: Application to Ion-Selective Electrodes
errIEEE SENSORS JOURNAL
IF4.5
err2015-04-01
err9
errOAAI
errDuarte, Leonardo Tomazeli; Suyama, Ricardo; Attux, Romis; Travassos Romano, Joao Marcos; Jutten, Christian
errShare
errSave
Self-organization and lateral interaction in echo state network reservoirs
errNEUROCOMPUTING
IF6.5
err2014-08-01
err22
PREAI
errBoccato, Levy; Attux, Romis; Von Zuben, Fernando J.
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errSave
A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order
errSIGNAL PROCESSING
IF3.6
err2014-03-01
err3
PREAI
errSilva, Daniel G.; Nadalin, Everton Z.; Coelho, Guilherme P.; Duarte, Leonardo T.; Suyama, Ricardo; Attux, Romis; Von Zuben, Fernando J.; Montalvao, Jugurta
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errSave

Research Directions

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Co-authors
Cooperation Journals
C
Christian Jutten
H-index: 51 · Papers: 570
F
Fernando J. Von Zuben
H-index: 35 · Papers: 360
H
Hugo Valadares Siqueira
H-index: 29 · Papers: 169
A
Antônio M. Batista
H-index: 28 · Papers: 269
K
Kátia Lucchesi Cavalca
H-index: 26 · Papers: 166
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