Romis Attux - RankMe

71 papers B 9C 2Misc 1Journal 37Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection. CoRR Jimi Togni, Romis Attux
2025	J	`jnl`	Tensor-Train networks for learning predictive modeling of multidimensional data. Neurocomputing Michele Nazareth da Costa, Romis Attux, Andrzej Cichocki, João M. T. Romano
2024	—	`conf`	Advancing SSVEP-BCI Decoding: Cross-Subject Transfer Learning and Short Calibrated Approach with ELM-AE. EMBC Christian Flores, Paolo Casas, Sarah Negreiros de Carvalho, Romis Attux
2023	J	`jnl`	Recursive linear models optimized by bioinspired metaheuristics to streamflow time series prediction. Int. Trans. Oper. Res. Hugo Siqueira, Jonatas Trabuco Belotti, Levy Boccato, Ivette Luna, Romis Attux, Christiano Lyra
2023	B	`conf`	Short Calibrated SSVEP-BCI for Cross-Subject Transfer Learning via ELM-AE. SMC Christian Flores, Paolo Casas, Sarah Leite, Romis Attux
2023	—	`conf`	Solar Energy Forecasting: Case Study of the UNICAMP Gymnasium. EI.A (2) Gleyson Roberto do Nascimento, Hildo Guillardi Júnior, Romis Attux
2022	J	`jnl`	Actual, sham and no-feedback effects in motor imagery practice. Biomed. Signal Process. Control. Carlos Alberto Stefano Filho, Romis Attux, Gabriela Castellano
2022	J	`jnl`	Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization. Big Data Res. Alexandre Seidy Ioshisaqui, Romis Attux, Ivette Luna
2022	B	`conf`	Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization. IJCNN Guilherme Dean Pelegrina, Renan D. B. Brotto, Leonardo Tomazeli Duarte, Romis Attux, João M. T. Romano
2021	—	`conf`	An SOS-Based Algorithm for Source Separation in Nonlinear Mixtures. SSP Caroline P. A. Moraes, Juliana Saldanha, Aline Neves, Denis G. Fantinato, Romis Attux, Leonardo Tomazeli Duarte
2021	J	`jnl`	COVID-19 detection using chest X-rays: is lung segmentation important for generalization? CoRR Pedro R. A. S. Bassi, Romis Attux
2021	—	`conf`	Can Dynamic Functional Connectivity Be Used to Distinguish Between Resting-State and Motor Imagery in EEG-BCIs? COMPLEX NETWORKS 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
2021	J	`jnl`	FBCNN: A Deep Neural Network Architecture for Portable and Fast Brain-Computer Interfaces. CoRR Pedro R. A. S. Bassi, Romis Attux
2021	J	`jnl`	Space-time filter for SSVEP brain-computer interface based on the minimum variance distortionless response. Medical Biol. Eng. Comput. 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
2021	J	`jnl`	Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data. CoRR Michele Nazareth da Costa, Romis Attux, Andrzej Cichocki, João M. T. Romano
2021	J	`jnl`	Transfer learning and SpecAugment applied to SSVEP based BCI classification. Biomed. Signal Process. Control. Pedro R. A. S. Bassi, Willian Rampazzo, Romis Attux
2020	J	`jnl`	A Deep Convolutional Neural Network for COVID-19 Detection Using Chest X-Rays. CoRR Pedro R. A. S. Bassi, Romis Attux
2020	J	`jnl`	A multi-objective-based approach for Fair Principal Component Analysis. CoRR Guilherme Dean Pelegrina, Renan D. B. Brotto, Leonardo Tomazeli Duarte, João M. T. Romano, Romis Attux
2020	C	`conf`	Criteria for event-related (de)synchronization detection and feature consistency for motor imagery-based neuromodulation. BIBE Carlos Alberto Stefano Filho, José Ignacio Serrano, Romis Attux, Gabriela Castellano, Eduardo Rocon, M. Dolores del Castillo
2020	J	`jnl`	Frequency learning for image classification. CoRR José Augusto Stuchi, Levy Boccato, Romis Attux
2020	J	`jnl`	Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification. CoRR Pedro R. A. S. Bassi, Willian Rampazzo, Romis Attux
2019	J	`jnl`	A second-order statistics method for blind source separation in post-nonlinear mixtures. Signal Process. Denis G. Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Romis Attux, Christian Jutten, Aline Neves
2019	J	`jnl`	Application of multi-objective optimization to blind source separation. Expert Syst. Appl. Guilherme Dean Pelegrina, Romis Attux, Leonardo Tomazeli Duarte
2019	J	`jnl`	Space-time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain-computer interfaces. Medical Biol. Eng. Comput. Paula G. Rodrigues, Carlos Alberto Stefano Filho, Romis Attux, Gabriela Castellano, Diogo C. Soriano
2018	J	`jnl`	Analysis of User Interaction with a Brain-Computer Interface Based on Steady-State Visually Evoked Potentials: Case Study of a Game. Comput. Intell. Neurosci. Harlei Miguel de Arruda Leite, Sarah Negreiros de Carvalho, Thiago Bulhões da Silva Costa, Romis Attux, Heiko Horst Hornung, Dalton Soares Arantes
2018	J	`jnl`	Analysis of a Novel Density Matching Criterion Within the ITL Framework for Blind Channel Equalization. Circuits Syst. Signal Process. Denis G. Fantinato, Aline Neves, Romis Attux
2018	J	`jnl`	Can graph metrics be used for EEG-BCIs based on hand motor imagery? Biomed. Signal Process. Control. Carlos Alberto Stefano Filho, Romis Attux, Gabriela Castellano
2018	J	`jnl`	Conditional Lyapunov exponents and transfer entropy in coupled bursting neurons under excitation and coupling mismatch. Commun. Nonlinear Sci. Numer. Simul. Diogo C. Soriano, Odair V. dos Santos, Ricardo Suyama, Filipe I. Fazanaro, Romis Attux
2018	B	`conf`	Immune-Inspired Optimization with Autocorrentropy Function for Blind Inversion of Wiener Systems. CEC Stephanie Alvarez Fernandez, Denis G. Fantinato, Jugurta R. Montalvão Filho, Romis Attux, Daniel G. Silva
2018	J	`jnl`	Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants. Appl. Soft Comput. Hugo Valadares Siqueira, Levy Boccato, Ivette Luna, Romis Attux, Christiano Lyra
2018	J	`jnl`	Simulated Annealing for Independent Component Analysis Over Galois Fields. IEEE Signal Process. Lett. Daniel G. Silva, Romis Attux
2018	—	`conf`	Using Taylor Series Expansions and Second-Order Statistics for Blind Source Separation in Post-Nonlinear Mixtures. LVA/ICA Denis G. Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Christian Jutten, Romis Attux, Aline Neves
2017	—	`conf`	A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures. LVA/ICA Denis G. Fantinato, Leonardo Tomazeli Duarte, Paolo Zanini, Bertrand Rivet, Romis Attux, Christian Jutten
2017	—	`conf`	Blind channel equalization of encoded data over galois fields. MLSP Denis G. Fantinato, Aline Neves, Daniel G. Silva, Romis Attux
2017	—	`conf`	Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures. LVA/ICA Denis G. Fantinato, Leonardo Tomazeli Duarte, Bertrand Rivet, Bahram Ehsandoust, Romis Attux, Christian Jutten
2016	B	`conf`	An Immune-Inspired, Dependence-Based Approach to Blind Inversion of Wiener Systems. ESANN Stephanie Alvarez Fernandez, Romis Attux, Denis G. Fantinato, Jugurta Montalvão, Daniel G. Silva
2016	—	`conf`	Nonlinear blind source separation for chemical sensor arrays based on a polynomial representation. EUSIPCO Rafael Assato Ando, Christian Jutten, Bertrand Rivet, Romis Attux, Leonardo Tomazeli Duarte
2016	J	`jnl`	Numerical characterization of nonlinear dynamical systems using parallel computing: The role of GPUs approach. Commun. Nonlinear Sci. Numer. Simul. Filipe I. Fazanaro, Diogo C. Soriano, Ricardo Suyama, Marconi K. Madrid, José Raimundo de Oliveira, Ignacio Bravo Muñoz, Romis Attux
2015	—	`conf`	A blind source separation method for chemical sensor arrays based on a second order mixing model. EUSIPCO Rafael A. Ando, Leonardo Tomazeli Duarte, Christian Jutten, Romis Attux
2015	J	`jnl`	An immune-inspired, information-theoretic framework for blind inversion of Wiener systems. Signal Process. Daniel G. Silva, Jugurta Montalvão, Romis Attux, Luís C. Coradine
2015	J	`jnl`	Comparative analysis of strategies for feature extraction and classification in SSVEP BCIs. Biomed. Signal Process. Control. Sarah Negreiros de Carvalho, Thiago Bulhões da Silva Costa, Luisa F. S. Uribe, Diogo C. Soriano, Glauco F. G. Yared, Luís C. Coradine, Romis Attux
2015	—	`conf`	Effect of the combination of different numbers of flickering frequencies in an SSVEP-BCI for healthy volunteers and stroke patients. NER Sarah Negreiros de Carvalho, Thiago Bulhões da Silva Costa, Luisa F. S. Uribe, Diogo C. Soriano, Sara R. M. Almeida, Li L. Min, Gabriela Castellano, Romis Attux
2015	—	`conf`	Source Separation in Post-nonlinear Mixtures by Means of Monotonic Networks. LVA/ICA Leonardo Tomazeli Duarte, Filipe de Oliveira Pereira, Romis Attux, Ricardo Suyama, João M. T. Romano
2014	J	`jnl`	A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order. Signal Process. Daniel G. Silva, Everton Z. Nadalin, Guilherme Palermo Coelho, Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, Fernando J. Von Zuben, Jugurta Montalvão
2014	B	`conf`	Analysis of the Weighted Fuzzy C-means in the problem of source location. ESANN Everton Z. Nadalin, Rodrigo C. Silva, Romis Attux, João M. T. Romano
2014	—	`conf`	Multivariate PDF matching via kernel density estimation. CIMSIVP Denis G. Fantinato, Levy Boccato, Romis Attux, Aline Neves
2014	J	`jnl`	Self-organization and lateral interaction in echo state network reservoirs. Neurocomputing Levy Boccato, Romis Attux, Fernando J. Von Zuben
2014	J	`jnl`	Unorganized Machines for seasonal streamflow Series Forecasting. Int. J. Neural Syst. Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra
2014	—	`conf`	cobICA: A concentration-based, immune-inspired algorithm for ICA over Galois fields. CIMSIVP Daniel G. Silva, Jugurta R. Montalvão Filho, Romis Attux
2013	B	`conf`	A multi-Gaussian component EDA with restarting applied to direction of arrival tracking. IEEE Congress on Evolutionary Computation André R. Gonçalves, Levy Boccato, Romis Attux, Fernando J. Von Zuben
2013	—	`conf`	Blind separation of convolutive mixtures over Galois fields. MLSP Denis G. Fantinato, Daniel G. Silva, Everton Z. Nadalin, Romis Attux, João M. T. Romano, Aline Neves, Jugurta R. Montalvão Filho
2013	B	`conf`	Error entropy criterion in echo state network training. ESANN Levy Boccato, Daniel G. Silva, Denis G. Fantinato, Kenji Nose Filho, Rafael Ferrari, Romis Attux, Aline Neves, Jugurta Montalvão, João Marcos Travassos Romano
2013	J	`jnl`	Improving the Efficiency of Natural Computing Algorithms in DOA Estimation Using a Noise Filtering Approach. Circuits Syst. Signal Process. Levy Boccato, Rafael Krummenauer, Romis Attux, Amauri Lopes
2013	J	`jnl`	Maximum Likelihood-Based Direction-of-Arrival Estimator for Discrete Sources. Circuits Syst. Signal Process. Rafael Krummenauer, Rafael Ferrari, Ricardo Suyama, Romis Attux, Cynthia Junqueira, Pascal Larzabal, Philippe Forster, Amauri Lopes
2013	J	`jnl`	Survey on automatic transcription of music - Historical overview of techniques. J. Braz. Comput. Soc. Tiago Fernandes Tavares, Jayme Garcia Arnal Barbedo, Romis Attux, Amauri Lopes
2013	J	`jnl`	The modified MEXICO for ICA over finite fields. Signal Process. Daniel G. Silva, Everton Z. Nadalin, Jugurta Montalvão, Romis Attux
2013	Misc	`conf`	Unsupervised training of detection threshold for polyphonic musical note tracking based on event periodicity. ICASSP Tiago Fernandes Tavares, Jayme Garcia Arnal Barbedo, Romis Attux, Amauri Lopes
2012	—	`conf`	A modified version of the MEXICO algorithm for performing ICA over Galois fields. MLSP Daniel G. Silva, Everton Z. Nadalin, Romis Attux, Jugurta R. Montalvão Filho
2012	J	`jnl`	An extended echo state network using Volterra filtering and principal component analysis. Neural Networks Levy Boccato, Amauri Lopes, Romis Attux, Fernando J. Von Zuben
2012	J	`jnl`	Application of natural computing algorithms to maximum likelihood estimation of direction of arrival. Signal Process. Levy Boccato, Rafael Krummenauer, Romis Attux, Amauri Lopes
2012	J	`jnl`	Blind Compensation of Nonlinear Distortions: Application to Source Separation of Post-Nonlinear Mixtures. IEEE Trans. Signal Process. Leonardo Tomazeli Duarte, Ricardo Suyama, Bertrand Rivet, Romis Attux, João Marcos Travassos Romano, Christian Jutten
2012	—	`conf`	Blind compensation of nonlinear distortions via sparsity recovery. EUSIPCO Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, João Marcos Travassos Romano, Christian Jutten
2012	—	`conf`	Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series Prediction. ICONIP (2) Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra
2012	C	`conf`	Echo State Networks for Seasonal Streamflow Series Forecasting. IDEAL Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho
2012	B	`conf`	Performance analysis of nonlinear echo state network readouts in signal processing tasks. IJCNN Levy Boccato, Diogo C. Soriano, Romis Attux, Fernando J. Von Zuben
2011	B	`conf`	An echo state network architecture based on volterra filtering and PCA with application to the channel equalization problem. IJCNN Levy Boccato, Amauri Lopes, Romis Attux, Fernando J. Von Zuben
2011	—	`conf`	Denoising chaotic time series using an evolutionary state estimation approach. CICA Diogo C. Soriano, Romis Attux, João M. T. Romano, Murilo Bellezoni Loiola, Ricardo Suyama
2011	—	`conf`	Magnetic particle swarm optimization. SWIS Paulo Sérgio Prampero, Romis Attux
2011	—	`conf`	Multimodal optimization in the context of Sparse Component Analysis. CIMSIVP Everton Z. Nadalin, Levy Boccato, Romis Attux, Leonardo Tomazeli Duarte, Amauri Lopes, João Marcos Travassos Romano, Ricardo Suyama
2011	J	`jnl`	Unorganized Machines: From Turing's Ideas to Modern Connectionist Approaches. Int. J. Nat. Comput. Res. Levy Boccato, Everton S. Soares, Marcos M. L. P. Fernandes, Diogo C. Soriano, Romis Attux
2007	—	`conf`	A clustering-based method for DOA estimation in wireless communications. EUSIPCO Romis Attux, Ricardo Suyama, Rafael Ferrari, Cynthia Junqueira, Rafael Krummenauer, Pascal Larzabal, Amauri Lopes