Fausto Giunchiglia
- Interactive Label Cleaning with Example-based Explanations
2021/06/07 by Stefano Teso, Andrea Bontempelli, Teso, Stefano +5 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Concept-level Debugging of Part-Prototype Networks
2022/05/31 by Andrea Bontempelli, Bontempelli, Andrea, Stefano Teso +6 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare
- Human-in-the-loop Handling of Knowledge Drift
2021/03/27 by Andrea Bontempelli, Bontempelli, Andrea, Fausto Giunchiglia +5 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Smart Grid Energy Management
- Toward a Unified Framework for Debugging Concept-based Models
2021/09/23 by Andrea Bontempelli, Fausto Giunchiglia, Bontempelli, Andrea +5 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering (cs.SE)
- Continual egocentric object recognition
2019/12/06 by Luca Erculiani, Fausto Giunchiglia, Erculiani, Luca +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference
2024/05/21 by Yonghao Liu, Liu, Yonghao, Mengyu Li +13 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Towards Bridging the Digital Language Divide
2023/07/25 by Gábor Bella, Bella, Gábor, Paula Helm +5 · 1 citation
Computer Science · #Natural Language Processing Techniques
- A methodology and a platform for high-quality rich personal data
2025/01/28 by Ivan Kayongo, Leonardo Malcotti, Kayongo, Ivan +5 · 2 citations
Computer Science · Decision Sciences · Social Sciences · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Human-Computer Interaction (cs.HC) #demographic modeling and climate adaptation
- Lifelong Personal Context Recognition
2022/05/10 by Andrea Bontempelli, Marcelo Rodas Britez, Bontempelli, Andrea +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- What Impacts the Quality of the User Answers when Asked about the Current Context?
2024/05/07 by Ivano Bison, Bison, Ivano, Haonan Zhao +3 · 1 citation
Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Topic Modeling
- Intramuscular fat infiltration is associated with higher vertebral void space burden and lower volumetric bone mineral density in older adults
2026/07/30 by Min Yi, Shengji Zhu, Xiayan Wang +10