| Machine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion F Jirasek, RAS Alves, J Damay, RA Vandermeulen, R Bamler, M Bortz, ... The Journal of Physical Chemistry Letters 11 (3), 981-985, 2020 | 98 | 2020 |
| Burstiness Scale: A Parsimonious Model for Characterizing Random Series of Events RAS Alves, RM Assuncao, POS Vaz de Melo Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 26 | 2016 |
| Universal and distinct properties of communication dynamics: how to generate realistic inter-event times POSVD Melo, C Faloutsos, R Assunção, R Alves, AAF Loureiro ACM Transactions on Knowledge Discovery from Data (TKDD) 9 (3), 1-31, 2015 | 20 | 2015 |
| Orthogonal inductive matrix completion A Ledent, R Alves, M Kloft IEEE Transactions on Neural Networks and Learning Systems, 2021 | 18 | 2021 |
| Scalable Linear Shallow Autoencoder for Collaborative Filtering V Vančura, R Alves, P Kasalický, P Kordík Proceedings of the 16th ACM Conference on Recommender Systems, 604-609, 2022 | 14 | 2022 |
| Fine-grained generalization analysis of inductive matrix completion A Ledent, R Alves, Y Lei, M Kloft Advances in Neural Information Processing Systems 34, 25540-25552, 2021 | 13 | 2021 |
| Uncertainty-Adjusted Recommendation via Matrix Factorization With Weighted Losses R Alves, A Ledent, M Kloft IEEE Transactions on Neural Networks and Learning Systems, 2023 | 6 | 2023 |
| Context-Aware REpresentation: Jointly Learning Item Features and Selection From Triplets R Alves, A Ledent IEEE Transactions on Neural Networks and Learning Systems, 2024 | 4 | 2024 |
| Recommendations with minimum exposure guarantees: A post-processing framework R Lopes, R Alves, A Ledent, RLT Santos, M Kloft Expert Systems with Applications 236, 121164, 2024 | 4 | 2024 |
| Generalization Bounds for Inductive Matrix Completion in Low-Noise Settings A Ledent, R Alves, Y Lei, Y Guermeur, M Kloft Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8447-8455, 2023 | 4 | 2023 |
| An Empirical Study of the Discreteness Prior in Low-Rank Matrix Completion R Alves, A Ledent, R Assunção, M Kloft | 4 | 2021 |
| Generalization Analysis of Deep Non-linear Matrix Completion A Ledent, R Alves Forty-first International Conference on Machine Learning, 2024 | 3 | 2024 |
| Burst-induced Multi-Armed Bandit for Learning Recommendation R Alves, A Ledent, M Kloft Proceedings of the 15th ACM Conference on Recommender Systems, 292-301, 2021 | 3 | 2021 |
| Desenvolvimento de um jogo para apoio de ensino a ciências: Um estudo de caso RAS Alves, RO Prates, ES França Anais do Workshop de Informática na Escola 18 (1), 99-108, 2012 | 3 | 2012 |
| Uncertainty-adjusted Inductive Matrix Completion with Graph Neural Networks P Kasalicky, A Ledent, R Alves Proceedings of the 17th ACM Conference on Recommender Systems, 1169-1174, 2023 | 2 | 2023 |
| Instrumento econômico para o controle de cheias urbanas VBFS SOUZA, GF MARQUES, RAS ALVES XX Simpósio Brasileiro de Recursos Hídricos, 2013 | 1 | 2013 |
| Multitask learning for cognitive sciences triplet analysis T Stambrouski, R Alves Expert Systems with Applications 267, 126187, 2025 | | 2025 |
| Reasoning-Grounded Natural Language Explanations for Language Models V Cahlik, R Alves, P Kordik arXiv preprint arXiv:2503.11248, 2025 | | 2025 |
| SCORE: A convolutional approach for football event forecasting R Alves International Journal of Forecasting, 2025 | | 2025 |
| From Representation to Response: Assessing the Alignment of Large Language Models with Human Judgment Patterns A Hrytsyna, R Alves ACM Transactions on Intelligent Systems and Technology, 2024 | | 2024 |
