João M. T. Romano

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 11

Top Topics

Quantization Noise

Component Analysis

Blind Deconvolution

Top Venues

IEEE Signal Process. Lett.

Publications

Renan D. B. Brotto, Kenji Nose Filho, João M. T. Romano
Exploring bounded component analysis using an ℓ∞ norm criterion. Digit. Signal Process. 154 (2024)
Renan D. B. Brotto, Jean-Michel Loubes, Laurent Risser, Jean-Pierre Florens, Kenji Nose Filho, João M. T. Romano
Debiasing Machine Learning Models by Using Weakly Supervised Learning. CoRR (2024)
Kenji Nose Filho, Renato Rocha Lopes, Renan D. B. Brotto, Thonia C. Senna, João M. T. Romano
Algorithms for Sparse Multichannel Blind Deconvolution. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
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)
Emmanuel Soubies, Adilson Chinatto, Pascal Larzabal, João M. T. Romano, Laure Blanc-Féraud
-Norm Relaxation. IEEE Signal Process. Lett. 28 (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)
Betania S. C. Campello, Leonardo Tomazeli Duarte, João M. T. Romano
A study of the Multicriteria decision analysis based on the time-series features and a TOPSIS method proposal for a tensorial approach. CoRR (2020)
Betania S. C. Campello, Leonardo Tomazeli Duarte, João M. T. Romano
Adaptive Prediction of Financial Time-Series for Decision-Making Using A Tensorial Aggregation Approach. ICASSP (2020)
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)
Kenji Nose Filho, André K. Takahata, Ricardo Suyama, Renato R. Lopes, João M. T. Romano
On Minimum Entropy Deconvolution of Bi-level Images. LVA/ICA (2017)
Kenji Nose Filho, João M. T. Romano
Adaptive sparse linear prediction: A promising tool for blind deconvolution. SAM (2016)
Adilson Chinatto, Emmanuel Soubies, Cynthia Junqueira, João M. T. Romano, Pascal Larzabal, Jean-Pierre Barbot, Laure Blanc-Féraud
ℓ0-optimization for channel and DOA sparse estimation. CAMSAP (2015)
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)
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
The Compression of Electric Signal Waveforms for Smart Grids: State of the Art and Future Trends. IEEE Trans. Smart Grid 5 (1) (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)
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)
Leonardo Tomazeli Duarte, Everton Z. Nadalin, Kenji Nose Filho, Ricardo Antonio Zanetti, João M. T. Romano, Martin Tygel
Seismic wave separation by means of robust principal component analysis. EUSIPCO (2012)
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)
Mohamed Abbas-Turki, Fabiano de Sousa Chaves, Hisham Abou-Kandil, João M. T. Romano
Mixed H2/H8 power control with adaptive QoS for wireless communication networks. ECC (2009)
Leonardo S. Resende, João M. T. Romano, Maurice G. Bellanger
Split Wiener filtering with application in adaptive systems. IEEE Trans. Signal Process. 52 (3) (2004)
Rafael Ferrari, Cristiano M. Panazio, Romis Ribeiro Faissol Attux, Charles Casimiro Cavalcante, Leandro Nunes de Castro, Fernando José Von Zuben, João M. T. Romano
Unsupervised channel equalization using fuzzy prediction-error filters. NNSP (2003)
Danilo Zanatta-Filho, Charles Casimiro Cavalcante, João M. T. Romano, Leonardo Silva Resende
An LCMV-based approach for downlink beamforming in FDD systems in presence of angular spread. EUSIPCO (2002)
Francisco Rodrigo P. Cavalcanti, João M. T. Romano
Performance evaluation of combined spatial processing and multiple access interference equalization for DS-CDMA systems. Eur. Trans. Telecommun. 13 (6) (2002)
Leonardo S. Resende, João M. T. Romano, Maurice G. Bellanger
Multi-split adaptive filtering. ICASSP (2001)
Francisco Rodrigo P. Cavalcanti, João M. T. Romano
Using adaptive arrays for collision resolution in Slotted ALOHA packet radio systems. J. Commun. Networks 2 (4) (2000)
Francisco Rodrigo P. Cavalcanti, João M. T. Romano
Blind multiuser detection in space division multiple access systems. Ann. des Télécommunications 54 (7-8) (1999)
Francisco Rodrigo P. Cavalcanti, João M. T. Romano, Andre L. Brandao
Least-squares CMA with decorrelation for fast blind multiuser signal separation. ICASSP (1999)
João-Batista Destro-Filho, Gérard Favier, João M. T. Romano
New Bussgang methods for blind equalization. ICASSP (1997)
Leonardo S. Resende, João M. T. Romano, Maurice G. Bellanger
A fast least-squares algorithm for linearly constrained adaptive filtering. IEEE Trans. Signal Process. 44 (5) (1996)