| A Physics-Informed Neural Operator for the Simulation of Surface Waves MS Mathias, CFD Netto, FM Moreno, JF Coelho, LP de Freitas, ... Journal of Offshore Mechanics and Arctic Engineering 146 (6), 061201, 2024 | | 2024 |
| Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing M Barros, A Pinto, A Monroy, F Moreno, J Coelho, AP Silva, CFD Netto, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 21923 …, 2024 | | 2024 |
| Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change P Pirozelli, MM José, I Silveira, F Nakasato, SM Peres, AAF Brandão, ... Data Intelligence, 1-36, 2024 | 1 | 2024 |
| From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning A Alcoforado, TP Ferraz, LH Okamura, IC Fama, AM Lavado, BD Bueno, ... arXiv preprint arXiv:2401.13229, 2024 | | 2024 |
| Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks MR de Barros, TL Rissi, EF Cabrera, EA Tannuri, ES Gomi, RA Barreira, ... Brazilian Conference on Intelligent Systems, 3-17, 2023 | | 2023 |
| 2nd Brazilian Workshop on Artificial Intelligence in Finance RAC Bianchi, AHR Costa Anais do II Brazilian Workshop on Artificial Intelligence in Finance, i-ii, 2023 | | 2023 |
| FinBERT-PT-BR: Análise de Sentimentos de Textos em Português do Mercado Financeiro LL Santos, RAC Bianchi, AHR Costa Anais do II Brazilian Workshop on Artificial Intelligence in Finance, 144-155, 2023 | 2 | 2023 |
| POE: A General Portfolio Optimization Environment for FinRL CSB Costa, AHR Costa Anais do II Brazilian Workshop on Artificial Intelligence in Finance, 132-143, 2023 | | 2023 |
| A Physics-Informed Neural Operator for the Simulation of Surface Waves M Sproesser Mathias, CF Deberaldini Netto, F Marino Moreno, ... International Conference on Offshore Mechanics and Arctic Engineering 86892 …, 2023 | | 2023 |
| Combining Model-Based and Data-Driven Methods to Estimate the Roll Motion of a Spread-Moored FPSO LP Cotrim, AS Huang, GA Bisinotto, RDS Cunha, RA Barreira, AHR Costa, ... International Conference on Offshore Mechanics and Arctic Engineering 86830 …, 2023 | | 2023 |
| NeMo: A Multi-Draft Mooring Line Failure Detection System Based on FPSO Predicted Motion AM Sa'ad, RDS Cunha, RA Barreira, EA Tannuri, ES Gomi, AHR Costa International Conference on Offshore Mechanics and Arctic Engineering 86830 …, 2023 | | 2023 |
| Improving Zero-Shot Inference with Unsupervised Key-Sentences Extraction LFAO Pellicer, AHR Costa 2023 IEEE 17th International Conference on Semantic Computing (ICSC), 107-113, 2023 | | 2023 |
| Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points M Sproesser Mathias, W Pereira de Almeida, M Rodrigues de Barros, ... arXiv e-prints, arXiv: 2301.07824, 2023 | | 2023 |
| A deep reinforcement learning approach to complex open-domain question answering FN Cação, AH Reali Costa Dissertação (Mestrado) – Universidade de São Paulo, São Paulo, 2023 …, 2023 | | 2023 |
| Data augmentation techniques in natural language processing LFAO Pellicer, TM Ferreira, AHR Costa Applied Soft Computing 132, 109803, 2023 | 27 | 2023 |
| A Physics-Informed Neural Network to Model Port Channels MS Mathias, MR de Barros, JF Coelho, LP de Freitas, FM Moreno, ... arXiv preprint arXiv:2212.10681, 2022 | 1 | 2022 |
| Machine learning for noisy multivariate time series classification: a comparison and practical evaluation APS Silva, LR Abbade, R da Silva Cunha, TM Suller, E Gomes, ES Gomi, ... Anais do XIX Encontro Nacional de Inteligência Artificial e Computacional …, 2022 | 1 | 2022 |
| Enhancing Designer Knowledge to Dialogue Management: A Comparison between Supervised and Reinforcement Learning Approaches BE Nishimoto, RS Cristo, AF Mansano, ER Hruschka, VF Caridá, ... Anais do XIX Encontro Nacional de Inteligência Artificial e Computacional …, 2022 | | 2022 |
| Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points MS Mathias, WP de Almeida, JF Coelho, LP de Freitas, FM Moreno, ... Brazilian Conference on Intelligent Systems, 388-401, 2022 | 2 | 2022 |
| Reinforcement Learning Applied to Trading Systems: A Survey L Kanashiro Felizardo, F Caio Lima Paiva, AH Reali Costa, ... arXiv e-prints, arXiv: 2212.06064, 2022 | | 2022 |
Reinaldo BianchiProfessor de Engenharia Elétrica, Centro Universitário FEIVerified email at fei.edu.br
