Denis G. Fantinato

24 papers B 3Misc 1Journal 9Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multidimensional Comparisons Between Constrained ICA/IVA Algorithms for Multi-Subject fMRI Data Analysis.
IEEE Access
Lucas Gois, Hanlu Yang, Trung Vu, Weixin Wang, Denis G. Fantinato, Aline Neves, Vince D. Calhoun, Tülay Adali
2024 J jnl
Independent Vector Analysis for Feature Extraction in Motor Imagery Classification.
Sensors
Caroline P. A. Moraes, Lucas Heck Dos Santos, Denis G. Fantinato, Aline Neves, Tülay Adali
2024 — conf
Vision Transformer MST++: Efficient Hyperspectral Skin Reconstruction.
ICASSP Workshops
Ana Clara C. Silveira, Diedre Santos do Carmo, Lucas H. Ueda, Denis G. Fantinato, Paula D. P. Costa, Letícia Rittner
2023 — conf
A Novel Approach for Transfer Learning Motor Imagery Classification Based on IVA.
EUSIPCO
Caroline P. A. Moraes, Denis G. Fantinato, Aline Neves
2023 Misc conf
Applying Independent Vector Analysis on EEG-Based Motor Imagery Classification.
ICASSP
Caroline P. A. Moraes, Bruno Aristimunha, Lucas Heck Dos Santos, Walter Hugo Lopez Pinaya, Raphael Yokoingawa de Camargo, Denis G. Fantinato, Aline Neves
2023 J jnl
Artifact removal for emotion recognition using mutual information and Epanechnikov kernel.
Biomed. Signal Process. Control.
Marcelo Grilo, Caroline P. A. Moraes, Bruno Fonseca Oliveira Coelho, Ana Beatriz R. Massaranduba, Denis G. Fantinato, Rodrigo Pereira Ramos, Aline Neves
2023 J jnl
Classification of image encoded SSVEP-based EEG signals using Convolutional Neural Networks.
Expert Syst. Appl.
Patrick Oliveira de Paula, Thiago Bulhões da Silva Costa, Romis Ribeiro Faissol Attux, Denis G. Fantinato
2022 J jnl
Relationship Between Criteria Based on Correntropy and Second Order Statistics for Equalization of Communication Channels.
IEEE Signal Process. Lett.
Lucas Gois, Ricardo Suyama, Denis G. Fantinato, Aline Neves
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
Epanechnikov kernel for PDF estimation applied to equalization and blind source separation.
Signal Process.
Caroline P. A. Moraes, Denis G. Fantinato, Aline Neves
2020 — conf
Data mining tool to discover DevOps trends from public repositories: Predicting Release Candidates with gthbmining.rc.
SBES
Daniel D. R. Barros, Flávio E. A. Horita, Denis G. Fantinato
2020 — conf
Playing Mega Man II with Neuroevolution.
SSCI
Fernando Ishikawa, Leandro Z. Trovões, Leonardo Carmo, Fabrício Olivetti de França, Denis G. Fantinato
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
EvoMan: Game-playing Competition.
CoRR
Fabrício Olivetti de França, Denis G. Fantinato, Karine Miras, A. E. Eiben, Patrícia Amâncio Vargas
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 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 — 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
2014 — conf
Multivariate PDF matching via kernel density estimation.
CIMSIVP
Denis G. Fantinato, Levy Boccato, Romis Attux, Aline Neves
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