Fosca Giannotti
- A Survey of Methods for Explaining Black Box Models
2018/02/06 by Riccardo Guidotti, Guidotti, Riccardo, Anna Monreale +9 · 140 citations
Computer Science · #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
- Local Rule-Based Explanations of Black Box Decision Systems
2018/05/28 by Riccardo Guidotti, Guidotti, Riccardo, Anna Monreale +9 · 25 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Data Stream Mining Techniques
- Human-AI Coevolution
2023/06/23 by Dino Pedreschi, Pedreschi, Dino, Luca Pappalardo +37 · 1 voice · 12 citations
Physics and Astronomy · #Complex Network Analysis Techniques #cs.AI
- Human-AI coevolution
2024/11/13 by Dino Pedreschi, Luca Pappalardo, Emanuele Ferragina +19 · 1 voice · 18 citations
Social Sciences · Computer Science · Mathematics · #Evolutionary Game Theory and Cooperation #Reinforcement Learning in Robotics #COVID-19 epidemiological studies
- Benchmarking and Survey of Explanation Methods for Black Box Models
2021/02/25 by Francesco Bodria, Bodria, Francesco, Fosca Giannotti +9 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DEMON: a Local-First Discovery Method for Overlapping Communities
2012/06/04 by Michele Coscia, Coscia, Michele, Giulio Rossetti +5 · 3 citations
Physics and Astronomy · Computer Science · Social Sciences · #Complex Network Analysis Techniques #Data Management and Algorithms #Geographic Information Systems Studies
- HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis
2023/10/25 by Nafis Irtiza Tripto, Adaku Uchendu, Tripto, Nafis Irtiza +9 · 5 citations
Computer Science · #Authorship Attribution and Profiling #Hate Speech and Cyberbullying Detection #Topic Modeling
- Open the Black Box Data-Driven Explanation of Black Box Decision Systems
2018/06/26 by Dino Pedreschi, Pedreschi, Dino, Fosca Giannotti +11 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Dense Hebbian neural networks: a replica symmetric picture of unsupervised learning
2022/11/25 by Elena Agliari, Agliari, Elena, Linda Albanese +13 · 3 citations
Computer Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
- Hybrid Retrieval for Hallucination Mitigation in Large Language Models: A Comparative Analysis
2025/02/28 by Chandana Sree Mala, Mala, Chandana Sree, Gizem Gezi̇ci +3 · 5 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Mental Health via Writing #Topic Modeling
- Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences
2019/11/01 by Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo +2 · 1 citation
- Mobile phone data analytics against the COVID-19 epidemics in Italy:\n flow diversity and local job markets during the national lockdown
2020/04/23 by Pietro Bonato, Paolo Cintia, Bonato, Pietro +29 · 1 citation
Social Sciences · Mathematics · Computer Science · #Human Mobility and Location-Based Analysis #COVID-19 epidemiological studies #COVID-19 Digital Contact Tracing
- From Plausible to Actionable: A Position on LLM Self-Explanations
2026/07/17 by Elize Herrewijnen, Benedetta Muscato, Gizem Gezici +1
#cs.CL