João M. T. Romano

30 papers B 2Misc 4Journal 14Unranked 10
YearRankTypeTitle / Venue / Authors
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 J jnl
Debiasing Machine Learning Models by Using Weakly Supervised Learning.
CoRR
Renan D. B. Brotto, Jean-Michel Loubes, Laurent Risser, Jean-Pierre Florens, Kenji Nose Filho, João M. T. Romano
2024 J jnl
Exploring bounded component analysis using an ℓ∞ norm criterion.
Digit. Signal Process.
Renan D. B. Brotto, Kenji Nose Filho, João M. T. Romano
2023 J jnl
Algorithms for Sparse Multichannel Blind Deconvolution.
IEEE Trans. Geosci. Remote. Sens.
Kenji Nose Filho, Renato Rocha Lopes, Renan D. B. Brotto, Thonia C. Senna, João M. T. Romano
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 J jnl
Direction-of-Arrival Estimation Through Exact Continuous ℓ
IEEE Signal Process. Lett.
Emmanuel Soubies, Adílson Chinatto, Pascal Larzabal, João M. T. Romano, Laure Blanc-Féraud
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
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 J jnl
A study of the Multicriteria decision analysis based on the time-series features and a TOPSIS method proposal for a tensorial approach.
CoRR
Betania S. C. Campello, Leonardo Tomazeli Duarte, João M. T. Romano
2020 Misc conf
Adaptive Prediction of Financial Time-Series for Decision-Making Using A Tensorial Aggregation Approach.
ICASSP
Betania S. C. Campello, Leonardo Tomazeli Duarte, João M. T. Romano
2017 — conf
On Minimum Entropy Deconvolution of Bi-level Images.
LVA/ICA
Kenji Nose Filho, André K. Takahata, Ricardo Suyama, Renato Rocha Lopes, João M. T. Romano
2016 — conf
Adaptive sparse linear prediction: A promising tool for blind deconvolution.
SAM
Kenji Nose Filho, João M. T. Romano
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
2015 — conf
ℓ0-optimization for channel and DOA sparse estimation.
CAMSAP
Adílson Chinatto, Emmanuel Soubies, Cynthia Junqueira, João M. T. Romano, Pascal Larzabal, Jean-Pierre Barbot, Laure Blanc-Féraud
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 J jnl
The Compression of Electric Signal Waveforms for Smart Grids: State of the Art and Future Trends.
IEEE Trans. Smart Grid
Michel Pompeu Tcheou, Lisandro Lovisolo, Moisés Vidal Ribeiro, Eduardo A. B. da Silva, Marco A. M. Rodrigues, João M. T. Romano, Paulo S. R. Diniz
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
2012 — conf
Seismic wave separation by means of robust principal component analysis.
EUSIPCO
Leonardo Tomazeli Duarte, Everton Z. Nadalin, Kenji Nose Filho, Ricardo Antonio Zanetti, João M. T. Romano, Martin Tygel
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
2009 — conf
Mixed H2/H8 power control with adaptive QoS for wireless communication networks.
ECC
Mohamed Abbas-Turki, Fabiano de Sousa Chaves, Hisham Abou-Kandil, João M. T. Romano
2004 J jnl
Split Wiener filtering with application in adaptive systems.
IEEE Trans. Signal Process.
Leonardo S. Resende, João M. T. Romano, Maurice G. Bellanger
2003 — conf
Unsupervised channel equalization using fuzzy prediction-error filters.
NNSP
Rafael Ferrari, Cristiano M. Panazio, Romis Ribeiro Faissol Attux, Charles Casimiro Cavalcante, Leandro Nunes de Castro, Fernando José Von Zuben, João M. T. Romano
2002 — conf
An LCMV-based approach for downlink beamforming in FDD systems in presence of angular spread.
EUSIPCO
Danilo Zanatta-Filho, Charles Casimiro Cavalcante, João M. T. Romano, Leonardo Silva Resende
2002 J jnl
Performance evaluation of combined spatial processing and multiple access interference equalization for DS-CDMA systems.
Eur. Trans. Telecommun.
Francisco Rodrigo P. Cavalcanti, João M. T. Romano
2001 Misc conf
Multi-split adaptive filtering.
ICASSP
Leonardo S. Resende, João M. T. Romano, Maurice G. Bellanger
2000 J jnl
Using adaptive arrays for collision resolution in Slotted ALOHA packet radio systems.
J. Commun. Networks
Francisco Rodrigo P. Cavalcanti, João M. T. Romano
1999 J jnl
Blind multiuser detection in space division multiple access systems.
Ann. des Télécommunications
Francisco Rodrigo P. Cavalcanti, João M. T. Romano
1999 Misc conf
Least-squares CMA with decorrelation for fast blind multiuser signal separation.
ICASSP
Francisco Rodrigo P. Cavalcanti, João M. T. Romano, Andre L. Brandao
1997 Misc conf
New Bussgang methods for blind equalization.
ICASSP
João Batista Destro Filho, Gérard Favier, João M. T. Romano
1996 J jnl
A fast least-squares algorithm for linearly constrained adaptive filtering.
IEEE Trans. Signal Process.
Leonardo S. Resende, João M. T. Romano, Maurice G. Bellanger