João Marcos Travassos Romano

Universidade Estadual de Campinas (UNICAMP) — Brazil

Computer Science · Physical Sciences

19h-index1.7kcitations255works0.22yr avg
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Research Topics

Blind Source Separation Techniques(104), Advanced Adaptive Filtering Techniques(54), Speech and Audio Processing(46), Advanced Wireless Communication Techniques(33), Wireless Communication Networks Research(30)

Publications255 total

Base de dados Sentinel-1/Sentinel-2 com máscaras de referência e previsões de modelos de redes neurais para classificação de cafeeiculturas
University of Campinas·2026Open Access
Tensor-Train networks for learning predictive modeling of multidimensional data
Neurocomputing·2025
IV Congreso internacional pobreza y hambre. Experiencias reales en la lucha contra la pobreza y el hambre
2025Open Access
OS IMPACTOS DA MENOPAUSA NO ENVELHECIMENTO DA PELE
2025
Improving preference disaggregation in multicriteria decision making: Incorporating time series analysis and a multi-objective approach
Information Sciences·2025· 2 cited
Scrivere e risignificare. Tre percorsi dal dramma incompiuto Andrea e il Presidente a Foglio di via e altri versi di Franco Fortini
˜L'œOspite ingrato·2024Open Access
Exploring bounded component analysis using an ℓ∞ norm criterion
Digital Signal Processing·2024
Debiasing Machine Learning Models by Using Weakly Supervised Learning
arXiv (Cornell University)·2024Open Access
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation
arXiv (Cornell University)·2024Open Access
Comitê de Máquinas Heterogêneas e Redes Transformers na Previsão de Preços de Commodities: Evidências Empíricas
Anais do Simpósio Brasileiro de Pesquisa Operacional·2024
Deep Learning Techniques For Time Series Forecasting: An Application For Exchange Rates
2023· 1 cited
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation
Pattern Recognition Letters·2023· 4 cited
Improving preference disaggregation in multicriteria decision making: incorporating time series analysis and a multi-objective approach
arXiv (Cornell University)·2023· 1 citedOpen Access
NOVO CLASSIFICADOR MULTICRITÉRIO VIA INTEGRAL DE CHOQUET PARA PROBLEMAS COM CATEGORIAS PRÉ-DEFINIDAS
Anais do Simpósio Brasileiro de Pesquisa Operacional·2023· 1 cited
UTASTAR-T: uma nova abordagem para análise de preferências baseada em características de séries temporais associadas a critérios
Anais do Simpósio Brasileiro de Pesquisa Operacional·2023
Algorithms for Sparse Multichannel Blind Deconvolution
IEEE Transactions on Geoscience and Remote Sensing·2023· 6 cited
Exploiting temporal features in multicriteria decision analysis by means of a tensorial formulation of the TOPSIS method
Computers & Industrial Engineering·2022· 13 cited
Improving image deblurring
Inverse Problems and Imaging·2022· 3 citedOpen Access
Dealing with multi-criteria decision analysis in time-evolving approach using a probabilistic prediction method
Engineering Applications of Artificial Intelligence·2022· 15 cited
Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization
2022 International Joint Conference on Neural Networks (IJCNN)·2022· 6 citedOpen Access
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Frequent Co-authors

Leonardo Tomazeli Duarte(17), Moisés V. Ribeiro(8), Ricardo Suyama(8), Renato Lopes(7), Carlos A. Duque(6), Christian Jutten(6), Romis Attux(6), Fernando J. Von Zuben(5), L.S. Resende(4), Kenji Nose-Filho(4), Leandro Nunes de Castro(4), Maurice Bellanger(3), Gérard Favier(3), André K. Takahata(3), Rafael Ferrari(3), Martin Tygel(3), Guilherme Dean Pelegrina(3), Charles C. Cavalcante(3), Betania Silva Carneiro Campello(3), Michele Nazareth da Costa(2)