Joel Machado Pires

According to our database, Joel Machado Pires authored at least 6 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Gated Hybrid Contrastive Collaborative Filtering Recommendation.

Eduardo Ferreira da Silva, Mayki dos Santos Oliveira, Joel Machado Pires, Denis Robson Dantas Boaventura, Maycon Leone Maciel Peixoto, Cássio Vinicius Serafim Prazeres, Gustavo Bittencourt Figueiredo, Miriam A. M. Capretz, Frederico Araújo Durão

CoRR, April, 2026

Exploiting distribution-based confidence integration in graph neural network recommenders.

Joel Machado Pires, Eduardo Ferreira da Silva, Frederico Araújo Durão

Appl. Intell., April, 2026

Multi-Label Incremental Learning for State Prediction of Actuator Devices in Smart Homes.

Mayki dos Santos Oliveira, Eduardo Ferreira da Silva, Denis Robson Dantas Boaventura, Joel Machado Pires, Isaque Santana Copque, Diego Corrêa da Silva, Ricardo Araújo Rios, Ivan do Carmo Machado, Cássio Vinicius Serafim Prazeres, Maycon Leone Maciel Peixoto, Gustavo Bittencourt Figueiredo, Eduardo Santana de Almeida, Frederico Araújo Durão

IEEE Open J. Comput. Soc., 2026

2025

Understanding Distribution Structure on Calibrated Recommendation Systems.

Diego Corrêa da Silva, Denis Robson Dantas Boaventura, Mayki dos Santos Oliveira, Eduardo Ferreira da Silva, Joel Machado Pires, Frederico Araújo Durão

CoRR, August, 2025

Exploiting Surrogate Submodular and Cost-Effective Lazy Forward Algorithms for Calibrated Recommendations.

Diego Corrêa da Silva, Joel Machado Pires, Frederico Araújo Durão

Proceedings of the 40th Brazilian Symposium on Databases, 2025

Towards Prediction Error Reduction in Matrix Factorization Recommenders Using Semantic Similarity Metrics.

Victor Martinez Vidal Pereira, Eduardo Ferreira da Silva, Joel Machado Pires, Vítor Hugo Barbosa dos Santos, Guilherme Souza Brandão, Frederico Araújo Durão

Proceedings of the 31st Americas Conference on Information Systems: Intelligent Technologies for a Better Future, 2025