Fast least squares adaptive notch filtering. - João Marcos Travassos Romano; Maurice G. Bellanger (ICASSP, 1988)

A fast least squares algorithm for constrained adaptive filtering. - Leonardo Silva Resende; João Marcos Travassos Romano; Maurice G. Bellanger (ICASSP, 1992)

A robust FLS algorithm for linearly-constrained adaptive filtering. - Leonardo S. Resende; João Marcos Travassos Romano; Maurice G. Bellanger (ICASSP (3), 1994)

A robust FLS algorithm for LCMV adaptive broadband beamformer. - Leonardo Silva Resende; João Marcos Travassos Romano; Maurice G. Bellanger (ICASSP, 1996)

A fast least-squares algorithm for linearly constrained adaptive filtering. - Leonardo S. Resende; João M. T. Romano; Maurice G. Bellanger (IEEE Trans. Signal Process., 1996)

New Bussgang methods for blind equalization. - João Batista Destro Filho; Gérard Favier; João M. T. Romano (ICASSP, 1997)

Analysis of a nonlinear equalizer based on high-order statistics. - João Batista Destro Filho; Gérard Favier; João Marcos Travassos Romano (EUSIPCO, 1998)

Simplified FLS algorithm for linear phase adaptive filtering. - Leonardo S. Resende; João Marcos Travassos Romano; Maurice G. Bellanger (EUSIPCO, 1998)

Least-squares CMA with decorrelation for fast blind multiuser signal separation. - Francisco Rodrigo P. Cavalcanti; João M. T. Romano; Andre L. Brandao (ICASSP, 1999)

Blind multiuser detection in space division multiple access systems. - Francisco Rodrigo P. Cavalcanti; João M. T. Romano (Ann. des Télécommunications, 1999)

On-line evaluation of equalizer performance based on high-order statistics. - João Batista Destro Filho; J. P. Breda Destro; João Marcos Travassos Romano (EUSIPCO, 2000)

A multiresolution model for image interpolation with adaptive filtering. - Fabbryccio A. C. M. Cardoso; Dalton Soares Arantes; João Marcos Travassos Romano (ICASSP, 2000)

Using adaptive arrays for collision resolution in Slotted ALOHA packet radio systems. - Francisco Rodrigo P. Cavalcanti; João M. T. Romano (J. Commun. Networks, 2000)

Multi-split adaptive filtering. - Leonardo S. Resende; João M. T. Romano; Maurice G. Bellanger (ICASSP, 2001)

Application of Kohonen self-organizing maps to improve the performance of objective methods for speech quality assessment. - Jayme G. A. Barbedo; Moisés Vidal Ribeiro; Fernando José Von Zuben; Amauri Lopes; João Marcos Travassos Romano (EUSIPCO, 2002)

An LCMV-based approach for downlink beamforming in FDD systems in presence of angular spread. - Danilo Zanatta-Filho; Charles Casimiro Cavalcante; João M. T. Romano; Leonardo Silva Resende (EUSIPCO, 2002)

On the convergence of a new joint DFE & decoding procedure for blind decision directed LMS equalization. - Cristiano M. Panazio; João Marcos Travassos Romano (ICC, 2002)

Performance evaluation of combined spatial processing and multiple access interference equalization for DS-CDMA systems. - Francisco Rodrigo P. Cavalcanti; João M. T. Romano (Eur. Trans. Telecommun., 2002)

A paradigm for blind IIR equalization using the constant modulus criterion and an artificial immune network. - Romis Ribeiro Faissol Attux; Leandro Nunes de Castro; Fernando José Von Zuben; João Marcos Travassos Romano (NNSP, 2003)

Unsupervised channel equalization using fuzzy prediction-error filters. - Rafael Ferrari; Cristiano M. Panazio; Romis Ribeiro Faissol Attux; Charles Casimiro Cavalcante; Leandro Nunes de Castro; Fernando José Von Zuben; João M. T. Romano (NNSP, 2003)

Blind Search for Optimal Wiener Equalizers Using an Artificial Immune Network Model. - Romis Ribeiro Faissol Attux; Murilo Bellezoni Loiola; Ricardo Suyama; Leandro Nunes de Castro; Fernando J. Von Zuben; João Marcos Travassos Romano (EURASIP J. Adv. Signal Process., 2003)

Split Wiener filtering with application in adaptive systems. - Leonardo S. Resende; João M. T. Romano; Maurice G. Bellanger (IEEE Trans. Signal Process., 2004)

Least-squares support vector machines for DOA estimation: a step-by-step description and sensitivity analysis. - Clodoaldo A. M. Lima; Cynthia Junqueira; Ricardo Suyama; Fernando J. Von Zuben; João Marcos Travassos Romano (IJCNN, 2005)

Fourier-Lapped Multilayer Perceptron Method for Speech Quality Assessment. - Moisés Vidal Ribeiro; Jayme Garcia Arnal Barbedo; João Marcos Travassos Romano; Amauri Lopes (EURASIP J. Adv. Signal Process., 2005)

Multi-user pdf estimation based criteria for adaptive blind separation of discrete sources. - Charles Casimiro Cavalcante; João Marcos Travassos Romano (Signal Process., 2005)

Immune-inspired Dynamic Optimization for Blind Spatial Equalization in Undermodeled Channels. - Cynthia Junqueira; Fabrício Olivetti de França; Romis Ribeiro Faissol Attux; Cristiano M. Panazio; Leandro Nunes de Castro; Fernando J. Von Zuben; João Marcos Travassos Romano (IEEE Congress on Evolutionary Computation, 2006)

Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics. - Leonardo Tomazeli Duarte; Ricardo Suyama; Romis Ribeiro Faissol Attux; Fernando J. Von Zuben; João Marcos Travassos Romano (ICA, 2006)

Support Vector Clustering Applied to Digital Communications. - Clodoaldo Ap. M. Lima; Rafael Ferrari; Helder Knidel; Cynthia Junqueira; Romis Ribeiro Faissol Attux; João Marcos Travassos Romano; Fernando J. Von Zuben (IJCNN, 2006)

An interconnected type-1 fuzzy algorithm for impulsive noise cancellation in multicarrier-based power line communication systems. - Moisés Vidal Ribeiro; Carlos Augusto Duque; João Marcos Travassos Romano (IEEE J. Sel. Areas Commun., 2006)

A Nonlinear Prediction Approach to the Blind Separation of Convolutive Mixtures. - Ricardo Suyama; Leonardo Tomazeli Duarte; Rafael Ferrari; Leandro Elias Paiva Rangel; Romis Ribeiro Faissol Attux; Charles Casimiro Cavalcante; Fernando J. Von Zuben; João Marcos Travassos Romano (EURASIP J. Adv. Signal Process., 2007)

Multiuser processing using blind source separation methods. - Charles Casimiro Cavalcante; Danilo Zanatta-Filho; João Marcos Travassos Romano (Eur. Trans. Telecommun., 2008)

Mixed H2/H8 power control with adaptive QoS for wireless communication networks. - Mohamed Abbas-Turki; Fabiano de Sousa Chaves; Hisham Abou-Kandil; João M. T. Romano (ECC, 2009)

Interference mitigation using Widely Linear arrays. - Adílson Chinatto; Cynthia Junqueira; João Marcos Travassos Romano (EUSIPCO, 2009)

Kalman Filter-Based Channel Tracking in MIMO-OSTBC Systems. - Murilo Bellezoni Loiola; Renato Rocha Lopes; João Marcos Travassos Romano (GLOBECOM, 2009)

On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering. - Charles Casimiro Cavalcante; João Marcos Travassos Romano (ICA, 2009)

Blind Source Separation of Post-Nonlinear Mixtures Using Evolutionary Computation and Gaussianization. - Tiago M. Dias; Romis Ribeiro Faissol Attux; João Marcos Travassos Romano; Ricardo Suyama (ICA, 2009)

An Analysis of Unsupervised Signal Processing Methods in the Context of Correlated Sources. - Aline Neves; Cristina Wada; Ricardo Suyama; Romis Ribeiro Faissol Attux; João Marcos Travassos Romano (ICA, 2009)

Blind Source Separation of Overdetermined Linear-Quadratic Mixtures. - Leonardo Tomazeli Duarte; Ricardo Suyama; Romis Ribeiro Faissol Attux; Yannick Deville; João Marcos Travassos Romano; Christian Jutten (LVA/ICA, 2010)

Lyapunov-based stability analysis of supervised and unsupervised adaptive algorithms. - Celso de Sousa Júnior; Romis Ribeiro Faissol Attux; Ricardo Suyama; João Marcos Travassos Romano (ISCAS, 2010)

Denoising chaotic time series using an evolutionary state estimation approach. - Diogo C. Soriano; Romis Attux; João M. T. Romano; Murilo Bellezoni Loiola; Ricardo Suyama (CICA, 2011)

Multimodal optimization in the context of Sparse Component Analysis. - Everton Z. Nadalin; Levy Boccato; Romis Attux; Leonardo Tomazeli Duarte; Amauri Lopes; João Marcos Travassos Romano; Ricardo Suyama (CIMSIVP, 2011)

Tensor coding for CDMA-mimowireless communication systems. - Gérard Favier; Michele Nazareth da Costa; André L. F. de Almeida; João Marcos Travassos Romano (EUSIPCO, 2011)

Signal recovery in PDM optical communication systems employing independent component analysis. - E. S. Rosa; Leonardo Tomazeli Duarte; João Marcos Travassos Romano; Ricardo Suyama (ISCAS, 2011)

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)

Blind compensation of nonlinear distortions via sparsity recovery. - Leonardo Tomazeli Duarte; Ricardo Suyama; Romis Attux; João Marcos Travassos Romano; Christian Jutten (EUSIPCO, 2012)

Doping audio signals for source separation. - Gaël Mahé; Everton Z. Nadalin; João Marcos Travassos Romano (EUSIPCO, 2012)

Hinfinity Filter with Adaptive Robustness Level for Space-Time Equalization. - Fabiano de Sousa Chaves; João Marcos Travassos Romano; Mohamed Abbas-Turki; Hisham Abou-Kandil (VTC Spring, 2012)

Searching for Specific periodic and Chaotic oscillations in a periodically-excited Hodgkin-Huxley Model. - Diogo C. Soriano; Romis Ribeiro Faissol Attux; Ricardo Suyama; João Marcos Travassos Romano (Int. J. Bifurc. Chaos, 2012)

Tensor space-time (TST) coding for MIMO wireless communication systems. - Gérard Favier; Michele Nazareth da Costa; André L. F. de Almeida; João Marcos Travassos Romano (Signal Process., 2012)

Unsupervised Processing of Geophysical Signals: A Review of Some Key Aspects of Blind Deconvolution and Blind Source Separation. - André K. Takahata; Everton Z. Nadalin; Rafael Ferrari; Leonardo Tomazeli Duarte; Ricardo Suyama; Renato Rocha Lopes; João Marcos Travassos Romano; Martin Tygel (IEEE Signal Process. Mag., 2012)

Blind Compensation of Nonlinear Distortions: Application to Source Separation of Post-Nonlinear Mixtures. - Leonardo Tomazeli Duarte; Ricardo Suyama; Bertrand Rivet; Romis Attux; João Marcos Travassos Romano; Christian Jutten (IEEE Trans. Signal Process., 2012)

Modified Kalman Filters for Channel Estimation in Orthogonal Space-Time Coded Systems. - Murilo Bellezoni Loiola; Renato Rocha Lopes; João Marcos Travassos Romano (IEEE Trans. Signal Process., 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)

Blind separation of convolutive mixtures over Galois fields. - Denis G. Fantinato; Daniel G. Silva; Everton Z. Nadalin; Romis Attux; João M. T. Romano; Aline Neves; Jugurta R. Montalvão Filho (MLSP, 2013)

Transmission Power Control for Opportunistic QoS Provision in Wireless Networks. - Fabiano de Sousa Chaves; Mohamed Abbas-Turki; Hisham Abou-Kandil; João Marcos Travassos Romano (IEEE Trans. Control. Syst. Technol., 2013)

Analysis of the Weighted Fuzzy C-means in the problem of source location. - Everton Z. Nadalin; Rodrigo C. Silva; Romis Attux; João M. T. Romano (ESANN, 2014)

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

Seismic signal processing: Some recent advances. - Leonardo Tomazeli Duarte; Daniela Donno; Renato Rocha Lopes; João Marcos Travassos Romano (ICASSP, 2014)

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

Perceptually controlled doping for audio source separation. - Gaël Mahé; Everton Z. Nadalin; Ricardo Suyama; João Marcos Travassos Romano (EURASIP J. Adv. Signal Process., 2014)

The Compression of Electric Signal Waveforms for Smart Grids: State of the Art and Future Trends. - 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 (IEEE Trans. Smart Grid, 2014)

ℓ0-optimization for channel and DOA sparse estimation. - Adílson Chinatto; Emmanuel Soubies; Cynthia Junqueira; João M. T. Romano; Pascal Larzabal; Jean-Pierre Barbot; Laure Blanc-Féraud (CAMSAP, 2015)

Source Separation in Post-nonlinear Mixtures by Means of Monotonic Networks. - Leonardo Tomazeli Duarte; Filipe de Oliveira Pereira; Romis Attux; Ricardo Suyama; João M. T. Romano (LVA/ICA, 2015)

A necessary and sufficient condition for the blind extraction of the sparsest source in convolutive mixtures. - Yves-Marie Batany; Daniela Donno; Leonardo Tomazeli Duarte; Hervé Chauris; Yannick Deville; João Marcos Travassos Romano (EUSIPCO, 2016)

Randomized methods for higher-order subspace separation. - Michele Nazareth da Costa; Renato Rocha Lopes; João Marcos Travassos Romano (EUSIPCO, 2016)

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)

Muticriteria Decision Making Based on Independent Component Analysis: A Preliminary Investigation Considering the TOPSIS Approach. - Guilherme Dean Pelegrina; Leonardo Tomazeli Duarte; João Marcos Travassos Romano (LVA/ICA, 2018)

Tensor modelling of MIMO communication systems with performance analysis and Kronecker receivers. - Michele Nazareth da Costa; Gérard Favier; João Marcos Travassos Romano (Signal Process., 2018)

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)

Application of independent component analysis and TOPSIS to deal with dependent criteria in multicriteria decision problems. - Guilherme Dean Pelegrina; Leonardo Tomazeli Duarte; João Marcos Travassos Romano (Expert Syst. Appl., 2019)

Adaptive Prediction of Financial Time-Series for Decision-Making Using A Tensorial Aggregation Approach. - Betania S. C. Campello; Leonardo Tomazeli Duarte; João M. T. Romano (ICASSP, 2020)

An Unsupervised Capacity Identification Approach Based on Sobol' Indices. - Guilherme Dean Pelegrina; Leonardo Tomazeli Duarte; Michel Grabisch; João Marcos Travassos Romano (MDAI, 2020)

A multi-objective-based approach for Fair Principal Component Analysis. - Guilherme Dean Pelegrina; Renan D. B. Brotto; Leonardo Tomazeli Duarte; João M. T. Romano; Romis Attux (CoRR, 2020)

A study of the Multicriteria decision analysis based on the time-series features and a TOPSIS method proposal for a tensorial approach. - Betania S. C. Campello; Leonardo Tomazeli Duarte; João M. T. Romano (CoRR, 2020)

The multilinear model in multicriteria decision making: The case of 2-additive capacities and contributions to parameter identification. - Guilherme Dean Pelegrina; Leonardo Tomazeli Duarte; Michel Grabisch; João Marcos Travassos Romano (Eur. J. Oper. Res., 2020)

Direction-of-Arrival Estimation Through Exact Continuous ℓ2, 0-Norm Relaxation. - Emmanuel Soubies; Adílson Chinatto; Pascal Larzabal; João M. T. Romano; Laure Blanc-Féraud (IEEE Signal Process. Lett., 2021)

Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization. - Guilherme Dean Pelegrina; Renan D. B. Brotto; Leonardo Tomazeli Duarte; Romis Attux; João M. T. Romano (IJCNN, 2022)

Dealing with redundancies among criteria in multicriteria decision making through independent component analysis. - Guilherme Dean Pelegrina; Leonardo Tomazeli Duarte; Michel Grabisch; João Marcos Travassos Romano (Comput. Ind. Eng., 2022)

Dealing with multi-criteria decision analysis in time-evolving approach using a probabilistic prediction method. - Betania Silva Carneiro Campello; Leonardo Tomazeli Duarte; João Marcos Travassos Romano (Eng. Appl. Artif. Intell., 2022)

Identification of the Choquet integral parameters in the interaction index domain by means of sparse modeling. - Henrique Evangelista de Oliveira; Leonardo Tomazeli Duarte; João Marcos Travassos Romano (Expert Syst. Appl., 2022)

Deep Learning Techniques For Time Series Forecasting: An Application For Exchange Rates. - Henri Makika; João Marcos Travassos Romano; Rosangela Ballini (MLSP, 2023)

Exploiting temporal features in multicriteria decision analysis by means of a tensorial formulation of the TOPSIS method. - Betania Silva Carneiro Campello; Leonardo Tomazeli Duarte; João Marcos Travassos Romano (Comput. Ind. Eng., 2023)

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)

Multicriteria decision support employing adaptive prediction in a tensor-based feature representation. - Betania Silva Carneiro Campello; Leonardo Tomazeli Duarte; João Marcos Travassos Romano (Pattern Recognit. Lett., 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)

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

Tensor-Train networks for learning predictive modeling of multidimensional data. - Michele Nazareth da Costa; Romis Attux; Andrzej Cichocki; João M. T. Romano (Neurocomputing, 2025)

Improving preference disaggregation in multicriteria decision making: Incorporating time series analysis and a multi-objective approach. - Betania Silva Carneiro Campello; Sarah Ben-Amor; Leonardo Tomazeli Duarte; João Marcos Travassos Romano (Inf. Sci., 2025)