João Marcos Travassos Romano

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 18

Top Topics

Choquet Integral

Component Analysis

Blind Deconvolution

Decision Analysis

Top Venues

Expert Syst. Appl.

Publications

Betania Silva Carneiro Campello, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation. CoRR (2024)
Henri Makika, João Marcos Travassos Romano, Rosangela Ballini
Deep Learning Techniques For Time Series Forecasting: An Application For Exchange Rates. MLSP (2023)
Betania Silva Carneiro Campello, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
Exploiting temporal features in multicriteria decision analysis by means of a tensorial formulation of the TOPSIS method. Comput. Ind. Eng. 175 (2023)
Betania Silva Carneiro Campello, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation. Pattern Recognit. Lett. 174 (2023)
Henrique Evangelista de Oliveira, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
Identification of the Choquet integral parameters in the interaction index domain by means of sparse modeling. Expert Syst. Appl. 187 (2022)
Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Michel Grabisch, João Marcos Travassos Romano
Dealing with redundancies among criteria in multicriteria decision making through independent component analysis. Comput. Ind. Eng. 169 (2022)
Betania Silva Carneiro Campello, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
Dealing with multi-criteria decision analysis in time-evolving approach using a probabilistic prediction method. Eng. Appl. Artif. Intell. 116 (2022)
Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Michel Grabisch, João Marcos Travassos Romano
An Unsupervised Capacity Identification Approach Based on Sobol' Indices. MDAI (2020)
Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
Application of independent component analysis and TOPSIS to deal with dependent criteria in multicriteria decision problems. CoRR (2020)
Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Michel Grabisch, João Marcos Travassos Romano
The multilinear model in multicriteria decision making: The case of 2-additive capacities and contributions to parameter identification. Eur. J. Oper. Res. 282 (3) (2020)
Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
Application of independent component analysis and TOPSIS to deal with dependent criteria in multicriteria decision problems. Expert Syst. Appl. 122 (2019)
Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
Muticriteria Decision Making Based on Independent Component Analysis: A Preliminary Investigation Considering the TOPSIS Approach. LVA/ICA (2018)
Michele Nazareth da Costa, Gérard Favier, João Marcos Travassos Romano
Tensor modelling of MIMO communication systems with performance analysis and Kronecker receivers. Signal Process. 145 (2018)
Kenji Nose Filho, André K. Takahata, Renato R. Lopes, João Marcos Travassos Romano
Improving Sparse Multichannel Blind Deconvolution with Correlated Seismic Data: Foundations and Further Results. IEEE Signal Process. Mag. 35 (2) (2018)
Kenji Nose Filho, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
On Disjoint Component Analysis. LVA/ICA (2017)
Kenji Nose Filho, João Marcos Travassos Romano
Low-Rank Decomposition Based on Disjoint Component Analysis With Applications in Seismic Imaging. IEEE Trans. Computational Imaging 3 (2) (2017)
Yves-Marie Batany, Daniela Donno, Leonardo Tomazeli Duarte, Hervé Chauris, Yannick Deville, João Marcos Travassos Romano
A necessary and sufficient condition for the blind extraction of the sparsest source in convolutive mixtures. EUSIPCO (2016)
Michele Nazareth da Costa, Renato R. Lopes, João Marcos Travassos Romano
Randomized methods for higher-order subspace separation. EUSIPCO (2016)
Gaël Mahé, Everton Z. Nadalin, Ricardo Suyama, João Marcos Travassos Romano
Perceptually controlled doping for audio source separation. EURASIP J. Adv. Signal Process. 2014 (2014)
Kenji Nose Filho, Christian Jutten, João Marcos Travassos Romano
Sparse blind deconvolution based on scale invariant smoothed ℓ0-norm. EUSIPCO (2014)
Kenji Nose Filho, João Marcos Travassos Romano
On ℓp -norm sparse blind deconvolution. MLSP (2014)
Leonardo Tomazeli Duarte, Daniela Donno, Renato R. Lopes, João Marcos Travassos Romano
Seismic signal processing: Some recent advances. ICASSP (2014)
Fabiano de Sousa Chaves, Mohamed Abbas-Turki, Hisham Abou-Kandil, João Marcos Travassos Romano
Transmission Power Control for Opportunistic QoS Provision in Wireless Networks. IEEE Trans. Control. Syst. Technol. 21 (2) (2013)
Levy Boccato, Daniel G. Silva, Denis G. Fantinato, Kenji Nose Filho, Rafael Ferrari, Romis Attux, Aline Neves, Jugurta Montalvão, João Marcos Travassos Romano
Error entropy criterion in echo state network training. ESANN (2013)
Diogo C. Soriano, Romis Ribeiro Faissol Attux, Ricardo Suyama, João Marcos Travassos Romano
Searching for Specific periodic and Chaotic oscillations in a periodically-excited Hodgkin-Huxley Model. Int. J. Bifurc. Chaos 22 (1) (2012)
Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, João Marcos Travassos Romano, Christian Jutten
Blind compensation of nonlinear distortions via sparsity recovery. EUSIPCO (2012)
Leonardo Tomazeli Duarte, Ricardo Suyama, Bertrand Rivet, Romis Attux, João Marcos Travassos Romano, Christian Jutten
Blind Compensation of Nonlinear Distortions: Application to Source Separation of Post-Nonlinear Mixtures. IEEE Trans. Signal Process. 60 (11) (2012)
André K. Takahata, Everton Z. Nadalin, Rafael Ferrari, Leonardo Tomazeli Duarte, Ricardo Suyama, Renato R. Lopes, João Marcos Travassos Romano, Martin Tygel
Unsupervised Processing of Geophysical Signals: A Review of Some Key Aspects of Blind Deconvolution and Blind Source Separation. IEEE Signal Process. Mag. 29 (4) (2012)
Gaël Mahé, Everton Z. Nadalin, João Marcos Travassos Romano
Doping audio signals for source separation. EUSIPCO (2012)
Murilo Bellezoni Loiola, Renato R. Lopes, João Marcos Travassos Romano
Modified Kalman Filters for Channel Estimation in Orthogonal Space-Time Coded Systems. IEEE Trans. Signal Process. 60 (1) (2012)
Fabiano de Sousa Chaves, João Marcos Travassos Romano, Mohamed Abbas-Turki, Hisham Abou-Kandil
Hinfinity Filter with Adaptive Robustness Level for Space-Time Equalization. VTC Spring (2012)
Gérard Favier, Michele Nazareth da Costa, André L. F. de Almeida, João Marcos Travassos Romano
Tensor space-time (TST) coding for MIMO wireless communication systems. Signal Process. 92 (4) (2012)
Gérard Favier, Michele Nazareth da Costa, André L. F. de Almeida, João Marcos Travassos Romano
Tensor coding for CDMA-mimowireless communication systems. EUSIPCO (2011)
Everton Z. Nadalin, Levy Boccato, Romis Attux, Leonardo Tomazeli Duarte, Amauri Lopes, João Marcos Travassos Romano, Ricardo Suyama
Multimodal optimization in the context of Sparse Component Analysis. CIMSIVP (2011)
E. S. Rosa, Leonardo Tomazeli Duarte, João Marcos Travassos Romano, Ricardo Suyama
Signal recovery in PDM optical communication systems employing independent component analysis. ISCAS (2011)
Celso de Sousa Júnior, Romis Ribeiro Faissol Attux, Ricardo Suyama, João Marcos Travassos Romano
Lyapunov-based stability analysis of supervised and unsupervised adaptive algorithms. ISCAS (2010)
Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Ribeiro Faissol Attux, Yannick Deville, João Marcos Travassos Romano, Christian Jutten
Blind Source Separation of Overdetermined Linear-Quadratic Mixtures. LVA/ICA (2010)
Murilo Bellezoni Loiola, Renato R. Lopes, João Marcos Travassos Romano
Kalman Filter-Based Channel Tracking in MIMO-OSTBC Systems. GLOBECOM (2009)
Aline Neves, Cristina Wada, Ricardo Suyama, Romis Ribeiro Faissol Attux, João Marcos Travassos Romano
An Analysis of Unsupervised Signal Processing Methods in the Context of Correlated Sources. ICA (2009)
Charles Casimiro Cavalcante, João Marcos Travassos Romano
On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering. ICA (2009)
Adilson Chinatto, Cynthia Junqueira, João Marcos Travassos Romano
Interference mitigation using Widely Linear arrays. EUSIPCO (2009)
Tiago M. Dias, Romis Ribeiro Faissol Attux, João Marcos Travassos Romano, Ricardo Suyama
Blind Source Separation of Post-Nonlinear Mixtures Using Evolutionary Computation and Gaussianization. ICA (2009)
Charles Casimiro Cavalcante, Danilo Zanatta-Filho, João Marcos Travassos Romano
Multiuser processing using blind source separation methods. Eur. Trans. Telecommun. 19 (7) (2008)
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
A Nonlinear Prediction Approach to the Blind Separation of Convolutive Mixtures. EURASIP J. Adv. Signal Process. 2007 (2007)
Moisés Vidal Ribeiro, Carlos Augusto Duque, João Marcos Travassos Romano
An interconnected type-1 fuzzy algorithm for impulsive noise cancellation in multicarrier-based power line communication systems. IEEE J. Sel. Areas Commun. 24 (7) (2006)
Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Ribeiro Faissol Attux, Fernando J. Von Zuben, João Marcos Travassos Romano
Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics. ICA (2006)
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
Immune-inspired Dynamic Optimization for Blind Spatial Equalization in Undermodeled Channels. IEEE Congress on Evolutionary Computation (2006)
Clodoaldo Ap. M. Lima, Rafael Ferrari, Helder Knidel, Cynthia Junqueira, Romis Ribeiro Faissol Attux, João Marcos Travassos Romano, Fernando J. Von Zuben
Support Vector Clustering Applied to Digital Communications. IJCNN (2006)
Charles Casimiro Cavalcante, João Marcos Travassos Romano
Multi-user pdf estimation based criteria for adaptive blind separation of discrete sources. Signal Process. 85 (5) (2005)
Moisés Vidal Ribeiro, Jayme Garcia Arnal Barbedo, João Marcos Travassos Romano, Amauri Lopes
Fourier-Lapped Multilayer Perceptron Method for Speech Quality Assessment. EURASIP J. Adv. Signal Process. 2005 (9) (2005)
Romis Ribeiro Faissol Attux, Leandro Nunes de Castro, Fernando José Von Zuben, João Marcos Travassos Romano
A paradigm for blind IIR equalization using the constant modulus criterion and an artificial immune network. NNSP (2003)
Romis Ribeiro Faissol Attux, Murilo Bellezoni Loiola, Ricardo Suyama, Leandro Nunes de Castro, Fernando J. Von Zuben, João Marcos Travassos Romano
Blind Search for Optimal Wiener Equalizers Using an Artificial Immune Network Model. EURASIP J. Adv. Signal Process. 2003 (8) (2003)
Jayme G. A. Barbedo, Moisés Vidal Ribeiro, Fernando José Von Zuben, Amauri Lopes, João Marcos Travassos Romano
Application of Kohonen self-organizing maps to improve the performance of objective methods for speech quality assessment. EUSIPCO (2002)
Cristiano M. Panazio, João Marcos Travassos Romano
On the convergence of a new joint DFE & decoding procedure for blind decision directed LMS equalization. ICC (2002)
João-Batista Destro-Filho, J. P. Breda Destro, João Marcos Travassos Romano
On-line evaluation of equalizer performance based on high-order statistics. EUSIPCO (2000)
Fabbryccio A. C. M. Cardoso, Dalton Soares Arantes, João Marcos Travassos Romano
A multiresolution model for image interpolation with adaptive filtering. ICASSP (2000)
Leonardo S. Resende, João Marcos Travassos Romano, Maurice G. Bellanger
Simplified FLS algorithm for linear phase adaptive filtering. EUSIPCO (1998)
João-Batista Destro-Filho, Gérard Favier, João Marcos Travassos Romano
Analysis of a nonlinear equalizer based on high-order statistics. EUSIPCO (1998)
Leonardo Silva Resende, João Marcos Travassos Romano, Maurice G. Bellanger
A robust FLS algorithm for LCMV adaptive broadband beamformer. ICASSP (1996)
Leonardo S. Resende, João Marcos Travassos Romano, Maurice G. Bellanger
A robust FLS algorithm for linearly-constrained adaptive filtering. ICASSP (3) (1994)
Leonardo Silva Resende, João Marcos Travassos Romano, Maurice G. Bellanger
A fast least squares algorithm for constrained adaptive filtering. ICASSP (1992)
João Marcos Travassos Romano, Maurice G. Bellanger
Fast least squares adaptive notch filtering. IEEE Trans. Acoust. Speech Signal Process. 36 (9) (1988)
João Marcos Travassos Romano, Maurice G. Bellanger
Fast least squares adaptive notch filtering. ICASSP (1988)