Seismic wave separation by means of robust principal component analysis. - Leonardo Tomazeli Duarte; Everton Z. Nadalin; Kenji Nose Filho; Ricardo Antonio Zanetti; João M. T. Romano; Martin Tygel (EUSIPCO, 2012)

Error entropy criterion in echo state network training. - Levy Boccato; Daniel G. Silva; Denis G. Fantinato; Kenji Nose Filho; Rafael Ferrari; Romis Attux; Aline Neves; Jugurta Montalvão; João Marcos Travassos Romano (ESANN, 2013)

Sparse blind deconvolution based on scale invariant smoothed ℓ0-norm. - Kenji Nose Filho; Christian Jutten; João Marcos Travassos Romano (EUSIPCO, 2014)

On ℓp -norm sparse blind deconvolution. - Kenji Nose Filho; João Marcos Travassos Romano (MLSP, 2014)

Adaptive sparse linear prediction: A promising tool for blind deconvolution. - Kenji Nose Filho; João M. T. Romano (SAM, 2016)

On Disjoint Component Analysis. - Kenji Nose Filho; Leonardo Tomazeli Duarte; João Marcos Travassos Romano (LVA/ICA, 2017)

On Minimum Entropy Deconvolution of Bi-level Images. - Kenji Nose Filho; André K. Takahata; Ricardo Suyama; Renato Rocha Lopes; João M. T. Romano (LVA/ICA, 2017)

Low-Rank Decomposition Based on Disjoint Component Analysis With Applications in Seismic Imaging. - Kenji Nose Filho; João Marcos Travassos Romano (IEEE Trans. Computational Imaging, 2017)

Improving Sparse Multichannel Blind Deconvolution with Correlated Seismic Data: Foundations and Further Results. - Kenji Nose Filho; André K. Takahata; Renato Rocha Lopes; João Marcos Travassos Romano (IEEE Signal Process. Mag., 2018)

Algorithms for Sparse Multichannel Blind Deconvolution. - Kenji Nose Filho; Renato Rocha Lopes; Renan D. B. Brotto; Thonia C. Senna; João M. T. Romano (IEEE Trans. Geosci. Remote. Sens., 2023)

Debiasing Machine Learning Models by Using Weakly Supervised Learning. - Renan D. B. Brotto; Jean-Michel Loubes; Laurent Risser; Jean-Pierre Florens; Kenji Nose Filho; João M. T. Romano (CoRR, 2024)

Intelligent Fault Diagnosis of Type and Severity in Low-Frequency, Low Bit-Depth Signals. - Tito Spadini; Kenji Nose Filho; Ricardo Suyama (CoRR, 2024)

Exploring bounded component analysis using an ℓ∞ norm criterion. - Renan D. B. Brotto; Kenji Nose Filho; João M. T. Romano (Digit. Signal Process., 2024)