Inês Oliveira e Silva

According to our database, Inês Oliveira e Silva authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Rethinking XAI Evaluation: A Human-Centered Audit of Shapley Benchmarks in High-Stakes Settings.

Inês Oliveira e Silva, Sérgio M. Jesus, Iker Perez, Rita P. Ribeiro, Carlos Soares, Hugo M. Ferreira, Pedro Bizarro

CoRR, April, 2026

2024

Aequitas Flow: Streamlining Fair ML Experimentation.

Sérgio M. Jesus, Pedro Saleiro, Inês Oliveira e Silva, Beatriz M. Jorge, Rita P. Ribeiro, João Gama, Pedro Bizarro, Rayid Ghani

J. Mach. Learn. Res., 2024

Meta-TadGAN: Time Series Anomaly Detection Using TadGAN with Meta-features.

Inês Oliveira e Silva, Carlos Soares, Vítor Cerqueira, Arlete Rodrigues, Pedro Bastardo

Proceedings of the Progress in Artificial Intelligence, 2024

Fair-OBNC: Correcting Label Noise for Fairer Datasets.

Inês Oliveira e Silva, Sérgio M. Jesus, Hugo M. Ferreira, Pedro Saleiro, Inês Sousa, Pedro Bizarro, Carlos Soares

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Anomaly Detection in Pet Behavioural Data.

Inês Oliveira e Silva, Rita P. Ribeiro, João Gama

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Systematic Analysis of the Impact of Label Noise Correction on ML Fairness.

Inês Oliveira e Silva, Carlos Soares, Inês Sousa, Rayid Ghani

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023