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ORCIDJoão Marcos Travassos Romano
João M. T. Romano
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- affiliation: Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
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2020 – today
- 2024
[j33]Renan D. B. Brotto
, Kenji Nose Filho, João M. T. Romano:
Exploring bounded component analysis using an ℓ∞ norm criterion. Digit. Signal Process. 154: 104696 (2024)- [i6]Betania Silva Carneiro Campello, Leonardo Tomazeli Duarte, João Marcos Travassos Romano:
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation. CoRR abs/2401.06868 (2024) - [i5]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 abs/2402.15477 (2024) - 2023
- [j32]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: 108915 (2023) - [j31]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: 52-56 (2023) - [j30]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: 1-7 (2023) - [c53]Henri Makika, João Marcos Travassos Romano, Rosangela Ballini:
Deep Learning Techniques For Time Series Forecasting: An Application For Exchange Rates. MLSP 2023: 1-6 - 2022
- [j29]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: 108171 (2022) - [j28]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: 105462 (2022) - [j27]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: 115874 (2022) - [c52]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: 1-8 - 2021
- [j26]Emmanuel Soubies, Adílson Chinatto, Pascal Larzabal, João M. T. Romano, Laure Blanc-Féraud:
Direction-of-Arrival Estimation Through Exact Continuous ℓ2, 0-Norm Relaxation. IEEE Signal Process. Lett. 28: 16-20 (2021) - [i4]Michele Nazareth da Costa, Romis Attux, Andrzej Cichocki, João M. T. Romano:
Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data. CoRR abs/2101.09184 (2021) - 2020
- [j25]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): 945-956 (2020) - [c51]Betania Silva Carneiro Campello, Leonardo Tomazeli Duarte, João M. T. Romano:
Adaptive Prediction of Financial Time-Series for Decision-Making Using A Tensorial Aggregation Approach. ICASSP 2020: 5435-5439 - [c50]Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Michel Grabisch, João Marcos Travassos Romano:
An Unsupervised Capacity Identification Approach Based on Sobol' Indices. MDAI 2020: 66-77 - [i3]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 abs/2002.02257 (2020) - [i2]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 abs/2006.06137 (2020) - [i1]Betania Silva Carneiro 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 abs/2010.11720 (2020)
2010 – 2019
- 2019
- [j24]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: 262-280 (2019) - 2018
- [j23]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: 304-316 (2018) - [j22]Kenji Nose Filho, André K. Takahata, Renato Rocha Lopes, João Marcos Travassos Romano:
Improving Sparse Multichannel Blind Deconvolution with Correlated Seismic Data: Foundations and Further Results. IEEE Signal Process. Mag. 35(2): 41-50 (2018) - [c49]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: 568-577 - 2017
- [j21]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): 275-281 (2017) - [c48]Kenji Nose Filho, André K. Takahata, Ricardo Suyama, Renato Rocha Lopes, João M. T. Romano:
On Minimum Entropy Deconvolution of Bi-level Images. LVA/ICA 2017: 489-498 - [c47]Kenji Nose Filho, Leonardo Tomazeli Duarte, João Marcos Travassos Romano:
On Disjoint Component Analysis. LVA/ICA 2017: 519-528 - 2016
- [c46]Michele Nazareth da Costa, Renato Rocha Lopes, João Marcos Travassos Romano:
Randomized methods for higher-order subspace separation. EUSIPCO 2016: 215-219 - [c45]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: 1628-1632 - [c44]Kenji Nose Filho, João M. T. Romano:
Adaptive sparse linear prediction: A promising tool for blind deconvolution. SAM 2016: 1-5 - 2015
- [c43]Adílson 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: 305-308 - [c42]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: 176-183 - 2014
- [j20]Gaël Mahé, Everton Z. Nadalin, Ricardo Suyama, João Marcos Travassos Romano:
Perceptually controlled doping for audio source separation. EURASIP J. Adv. Signal Process. 2014: 27 (2014) - [j19]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): 291-302 (2014) - [c41]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 - [c40]Kenji Nose Filho, Christian Jutten, João Marcos Travassos Romano:
Sparse blind deconvolution based on scale invariant smoothed ℓ0-norm. EUSIPCO 2014: 461-465 - [c39]Leonardo Tomazeli Duarte, Daniela Donno, Renato Rocha Lopes, João Marcos Travassos Romano:
Seismic signal processing: Some recent advances. ICASSP 2014: 2362-2366 - [c38]Kenji Nose Filho, João Marcos Travassos Romano:
On ℓp -norm sparse blind deconvolution. MLSP 2014: 1-6 - 2013
- [j18]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): 315-331 (2013) - [c37]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 - [c36]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: 1-6 - 2012
- [j17]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) - [j16]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): 1079-1092 (2012) - [j15]André K. Takahata, Everton Z. Nadalin, Rafael Ferrari, Leonardo Tomazeli Duarte, Ricardo Suyama, Renato Rocha 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): 27-35 (2012) - [j14]Murilo Bellezoni Loiola, Renato Rocha Lopes, João Marcos Travassos Romano:
Modified Kalman Filters for Channel Estimation in Orthogonal Space-Time Coded Systems. IEEE Trans. Signal Process. 60(1): 533-538 (2012) - [j13]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): 5832-5844 (2012) - [c35]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: 1494-1498 - [c34]Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, João Marcos Travassos Romano, Christian Jutten:
Blind compensation of nonlinear distortions via sparsity recovery. EUSIPCO 2012: 2362-2366 - [c33]Gaël Mahé, Everton Z. Nadalin, João Marcos Travassos Romano:
Doping audio signals for source separation. EUSIPCO 2012: 2402-2406 - [c32]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: 1-5 - 2011
- [c31]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: 116-122 - [c30]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: 85-91 - [c29]Gérard Favier, Michele Nazareth da Costa, André L. F. de Almeida, João Marcos Travassos Romano:
Tensor coding for CDMA-mimowireless communication systems. EUSIPCO 2011: 101-105 - [c28]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: 641-644 - 2010
- [c27]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: 263-270 - [c26]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: 2988-2991
2000 – 2009
- 2009
- [c25]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: 1499-1504 - [c24]Adílson Chinatto, Cynthia Junqueira, João Marcos Travassos Romano:
Interference mitigation using Widely Linear arrays. EUSIPCO 2009: 353-357 - [c23]Murilo Bellezoni Loiola, Renato Rocha Lopes, João Marcos Travassos Romano:
Kalman Filter-Based Channel Tracking in MIMO-OSTBC Systems. GLOBECOM 2009: 1-6 - [c22]Charles Casimiro Cavalcante, João Marcos Travassos Romano:
On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering. ICA 2009: 17-24 - [c21]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: 82-89 - [c20]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: 235-242 - [e1]Tülay Adali, Christian Jutten, João Marcos Travassos Romano, Allan Kardec Barros:
Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings. Lecture Notes in Computer Science 5441, Springer 2009, ISBN 978-3-642-00598-5 [contents] - 2008
- [j12]Charles Casimiro Cavalcante, Danilo Zanatta-Filho, João Marcos Travassos Romano:
Multiuser processing using blind source separation methods. Eur. Trans. Telecommun. 19(7): 827-836 (2008) - 2007
- [j11]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) - 2006
- [j10]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): 1364-1376 (2006) - [c19]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: 2896-2903 - [c18]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: 66-73 - [c17]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: 1642-1648 - 2005
- [j9]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): 1425-1434 (2005) - [j8]Charles Casimiro Cavalcante, João Marcos Travassos Romano:
Multi-user pdf estimation based criteria for adaptive blind separation of discrete sources. Signal Process. 85(5): 1059-1072 (2005) - 2004
- [j7]Leonardo S. Resende, João M. T. Romano, Maurice G. Bellanger:
Split Wiener filtering with application in adaptive systems. IEEE Trans. Signal Process. 52(3): 636-644 (2004) - 2003
- [j6]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): 740-747 (2003) - [c16]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: 839-848 - [c15]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: 869-878 - 2002
- [j5]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): 611-619 (2002) - [c14]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: 1-4 - [c13]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: 1-4 - [c12]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: 129-133 - 2001
- [c11]Leonardo S. Resende, João M. T. Romano, Maurice G. Bellanger:
Multi-split adaptive filtering. ICASSP 2001: 3729-3732 - 2000
- [j4]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): 344-350 (2000) - [c10]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: 1-4 - [c9]Fabbryccio A. C. M. Cardoso, Dalton Soares Arantes, João Marcos Travassos Romano:
A multiresolution model for image interpolation with adaptive filtering. ICASSP 2000: 2203-2206
1990 – 1999
- 1999
- [j3]Francisco Rodrigo P. Cavalcanti, João M. T. Romano:
Blind multiuser detection in space division multiple access systems. Ann. des Télécommunications 54(7-8): 411-419 (1999) - [c8]Francisco Rodrigo P. Cavalcanti, João M. T. Romano, Andre L. Brandao:
Least-squares CMA with decorrelation for fast blind multiuser signal separation. ICASSP 1999: 2527-2530 - 1998
- [c7]João-Batista Destro-Filho, Gérard Favier, João Marcos Travassos Romano:
Analysis of a nonlinear equalizer based on high-order statistics. EUSIPCO 1998: 1-4 - [c6]Leonardo S. Resende, João Marcos Travassos Romano, Maurice G. Bellanger:
Simplified FLS algorithm for linear phase adaptive filtering. EUSIPCO 1998: 1-4 - 1997
- [c5]João-Batista Destro-Filho, Gérard Favier, João M. T. Romano:
New Bussgang methods for blind equalization. ICASSP 1997: 2269-2272 - 1996
- [j2]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): 1168-1174 (1996) - [c4]Leonardo Silva Resende, João Marcos Travassos Romano, Maurice G. Bellanger:
A robust FLS algorithm for LCMV adaptive broadband beamformer. ICASSP 1996: 1826-1829 - 1994
- [c3]Leonardo S. Resende, João Marcos Travassos Romano, Maurice G. Bellanger:
A robust FLS algorithm for linearly-constrained adaptive filtering. ICASSP (3) 1994: 381-384 - 1992
- [c2]Leonardo Silva Resende, João Marcos Travassos Romano, Maurice G. Bellanger:
A fast least squares algorithm for constrained adaptive filtering. ICASSP 1992: 21-24
1980 – 1989
- 1988
- [j1]João Marcos Travassos Romano, Maurice G. Bellanger:
Fast least squares adaptive notch filtering. IEEE Trans. Acoust. Speech Signal Process. 36(9): 1536-1540 (1988) - [c1]João Marcos Travassos Romano, Maurice G. Bellanger:
Fast least squares adaptive notch filtering. ICASSP 1988: 1391-1394
Coauthor Index
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