Beyond Single-Feature Importance with ICECREAMCLEaR (CLEaR), 2023 |
An Efficient Ensemble Explainable AI (XAI) Approach for Morphed Face
DetectionPattern Recognition Letters (PR), 2023 |
Quantifying and Explaining Machine Learning Uncertainty in Predictive
Process Monitoring: An Operations Research PerspectiveAnnals of Operations Research (Ann. Oper. Res.), 2023 |
Explainable AI over the Internet of Things (IoT): Overview,
State-of-the-Art and Future DirectionsIEEE Open Journal of the Communications Society (OJ-COMS), 2022 |
Enriching Artificial Intelligence Explanations with Knowledge FragmentsFuture Internet (FI), 2022 |
Ensuring the Robustness and Reliability of Data-Driven Knowledge
Discovery Models in Production and ManufacturingFrontiers in Artificial Intelligence (FAI), 2020 |
Machine Unlearning: Linear Filtration for Logit-based ClassifiersMachine-mediated learning (ML), 2020 |