Whole-Genome Phenotype Prediction with Machine Learning: Open Problems in Bacterial GenomicsBioinformatics (Bioinformatics), 2025 |
A Comprehensive Study of Shapley Value in Data AnalyticsProceedings of the VLDB Endowment (PVLDB), 2024 |
Explaining Predictive Uncertainty with Information Theoretic Shapley
ValuesNeural Information Processing Systems (NeurIPS), 2023 |
Improving Fairness in Adaptive Social Exergames via Shapley BanditsInternational Conference on Intelligent User Interfaces (IUI), 2023 |
Explainability in Process Outcome Prediction: Guidelines to Obtain
Interpretable and Faithful ModelsEuropean Journal of Operational Research (EJOR), 2022 |
Shapley values for feature selection: The good, the bad, and the axiomsIEEE Access (IEEE Access), 2021 |