Andrea Bontempelli
University of Trento(IT)
Publications by Year
Research Areas
Mobile Crowdsensing and Crowdsourcing, Data Stream Mining Techniques, Machine Learning and Data Classification, Explainable Artificial Intelligence (XAI), Context-Aware Activity Recognition Systems
Most-Cited Works
- → DiversityOne: A Multi-Country Smartphone Sensor Dataset for Everyday Life Behavior Modeling(2025)9 cited
- → Concept-level Debugging of Part-Prototype Networks(2022)7 cited
- → Learning in the Wild with Incremental Skeptical Gaussian Processes(2021)6 cited
- → Toward a Unified Framework for Debugging Gray-box Models.(2021)3 cited
- → Human-in-the-loop handling of knowledge drift(2022)3 cited
- → Interactive Label Cleaning with Example-based Explanations(2021)3 cited
- → Lifelong Personal Context Recognition(2022)2 cited
- → Egocentric Hierarchical Visual Semantics(2023)2 cited
- → Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks(2025)