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Rodrigo Alves
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Journal Articles
- 2025
- [j7]Tsimafei Stambrouski, Rodrigo Alves:
Multitask learning for cognitive sciences triplet analysis. Expert Syst. Appl. 267: 126187 (2025) - 2024
- [j6]Ramon Lopes, Rodrigo Alves, Antoine Ledent, Rodrygo L. T. Santos, Marius Kloft:
Recommendations with minimum exposure guarantees: A post-processing framework. Expert Syst. Appl. 236: 121164 (2024) - [j5]Rodrigo Alves, Antoine Ledent, Marius Kloft:
Uncertainty-Adjusted Recommendation via Matrix Factorization With Weighted Losses. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15624-15637 (2024) - [j4]Rodrigo Alves:
Regionalization-Based Collaborative Filtering: Harnessing Geographical Information in Recommenders. ACM Trans. Spatial Algorithms Syst. 10(2): 8 (2024) - 2023
- [j3]Antoine Ledent, Rodrigo Alves, Marius Kloft:
Orthogonal Inductive Matrix Completion. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2259-2270 (2023) - 2019
- [j2]Rafaela Covello de Freitas, Rodrigo Alves, Abel G. da Silva Filho, Ricardo Emmanuel de Souza, Byron L. D. Bezerra, Wellington P. dos Santos:
Electromyography-controlled car: A proof of concept based on surface electromyography, Extreme Learning Machines and low-cost open hardware. Comput. Electr. Eng. 73: 167-179 (2019) - 2015
- [j1]Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro:
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. ACM Trans. Knowl. Discov. Data 9(3): 24:1-24:31 (2015)
Conference and Workshop Papers
- 2024
- [c11]Antoine Ledent, Rodrigo Alves:
Generalization Analysis of Deep Non-linear Matrix Completion. ICML 2024 - [c10]Rodrigo Alves, Antoine Ledent, Renato Assunção, Pedro O. S. Vaz de Melo, Marius Kloft:
Unraveling the Dynamics of Stable and Curious Audiences in Web Systems. WWW 2024: 2464-2475 - 2023
- [c9]Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft:
Generalization Bounds for Inductive Matrix Completion in Low-Noise Settings. AAAI 2023: 8447-8455 - [c8]Petr Kasalický, Rodrigo Alves, Pavel Kordík:
Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders. EvalRS@KDD 2023 - [c7]Petr Kasalický, Antoine Ledent, Rodrigo Alves:
Uncertainty-adjusted Inductive Matrix Completion with Graph Neural Networks. RecSys 2023: 1169-1174 - 2022
- [c6]Vojtech Vancura, Rodrigo Alves, Petr Kasalický, Pavel Kordík:
Scalable Linear Shallow Autoencoder for Collaborative Filtering. RecSys 2022: 604-609 - 2021
- [c5]Antoine Ledent, Rodrigo Alves, Yunwen Lei, Marius Kloft:
Fine-grained Generalization Analysis of Inductive Matrix Completion. NeurIPS 2021: 25540-25552 - [c4]Rodrigo Alves, Antoine Ledent, Marius Kloft:
Burst-induced Multi-Armed Bandit for Learning Recommendation. RecSys 2021: 292-301 - 2020
- [c3]Rodrigo Alves, Antoine Ledent, Renato Assunção, Marius Kloft:
An Empirical Study of the Discreteness Prior in Low-Rank Matrix Completion. Preregister@NeurIPS 2020: 111-125 - 2019
- [c2]Marta Carvalho, Ricardo Domingues, Rodrigo Alves, António Pereira, Nuno Costa:
Yet Another Virtual Butler to Bridge the Gap Between Users and Ambient Assisted Living. WorldCIST (2) 2019: 145-154 - 2018
- [c1]Marta Carvalho, Rodrigo Alves, Catarina I. Reis, Ricardo Martinho, Pedro Sousa, Pedro Gaspar:
Teenpower: an integrated architecture for an mHealth platform designed for e-Empowering teenagers to prevent obesity : A showcase of the TeenPower platform. HealthCom 2018: 1-4
Informal and Other Publications
- 2023
- [i5]Petr Kasalický, Rodrigo Alves, Pavel Kordík:
Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders. CoRR abs/2308.06885 (2023) - 2022
- [i4]Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft:
Generalization Bounds for Inductive Matrix Completion in Low-noise Settings. CoRR abs/2212.08339 (2022) - 2020
- [i3]Antoine Ledent, Rodrigo Alves, Marius Kloft:
Orthogonal Inductive Matrix Completion. CoRR abs/2004.01653 (2020) - 2016
- [i2]Rodrigo A. S. Alves, Renato M. Assunção, Pedro O. S. Vaz de Melo:
Burstiness Scale: a highly parsimonious model for characterizing random series of events. CoRR abs/1602.06431 (2016) - 2014
- [i1]Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro:
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. CoRR abs/1403.4997 (2014)
Coauthor Index
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