Ricardo Inácio

According to our database, Ricardo Inácio authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Mast: interpretable stress testing via meta-learning for forecasting model robustness evaluation.

Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares

Mach. Learn., November, 2025

Simulating Biases for Interpretable Fairness in Offline and Online Classifiers.

Ricardo Inácio, Zafeiris Kokkinogenis, Vítor Cerqueira, Carlos Soares

CoRR, July, 2025

MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models.

Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

Meta-learning and Data Augmentation for Stress Testing Forecasting Models.

Ricardo Inácio, Vítor Cerqueira, Marília Barandas, Carlos Soares

Proceedings of the Advances in Intelligent Data Analysis XXIII, 2025

2024

Time Series Data Augmentation as an Imbalanced Learning Problem.

Vítor Cerqueira, Nuno Moniz, Ricardo Inácio, Carlos Soares

Proceedings of the Progress in Artificial Intelligence, 2024