Monreale, Anna

1. A Survey of Methods for Explaining Black Box Models
   2018/02/06 by Riccardo Guidotti, Guidotti, Riccardo, Anna Monreale +9 · 175 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
2. Local Rule-Based Explanations of Black Box Decision Systems
   2018/05/28 by Riccardo Guidotti, Guidotti, Riccardo, Anna Monreale +9 · 29 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Data Stream Mining Techniques
3. Black Box Explanation by Learning Image Exemplars in the Latent Feature Space
   2020/01/27 by Guidotti, Riccardo, Monreale, Anna, Matwin, Stan +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Detection and Characterization of Coordinated Online Behavior: A Survey
   2024/08/02 by Mannocci, Lorenzo, Mazza, Michele, Monreale, Anna +2 · 5 citations
   #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
5. 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
6. MulBot: Unsupervised Bot Detection Based on Multivariate Time Series
   2022/09/21 by Mannocci, Lorenzo, Cresci, Stefano, Monreale, Anna +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
7. Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias
   2022/03/24 by Solans, David, Andrea Beretta, Beretta, Andrea +6 · 1 citation
   Decision Sciences · #Decision-Making and Behavioral Economics #Forecasting Techniques and Applications
8. Multimodal Coordinated Online Behavior: Trade-offs and Strategies
   2025/07/16 by Mannocci, Lorenzo, Cresci, Stefano, Magnani, Matteo +2 · 2 citations
   #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
9. PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning
   2024/07/21 by Luca Corbucci, Corbucci, Luca, Mikko A Heikkila +7 · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data