Ruggieri, Salvatore

1. A Survey of Methods for Explaining Black Box Models
   2018/02/06 by Riccardo Guidotti, Guidotti, Riccardo, Anna Monreale +9 · 135 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, Anna Monreale, Guidotti, Riccardo +9 · 24 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Data Stream Mining Techniques
3. AUC-based Selective Classification
   2022/10/19 by Andrea Pugnana, Pugnana, Andrea, Salvatore Ruggieri +1 · 3 citations
   Computer Science · #Imbalanced Data Classification Techniques #Data Stream Mining Techniques #Machine Learning in Healthcare
4. 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
5. A Causal Framework for Evaluating Deferring Systems
   2024/05/29 by Palomba, Filippo, Pugnana, Andrea, Alvarez, José Manuel +1 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Bias in Data-driven AI Systems -- An Introductory Survey
   2020/01/14 by Ntoutsi, Eirini, Fafalios, Pavlos, Gadiraju, Ujwal +20 · 1 citation
   #Computers and Society (cs.CY) #FOS: Computer and information sciences
7. Estimating the Total Volume of Queries to a Search Engine
   2021/01/24 by Fabrizio Lillo, Lillo, Fabrizio, Salvatore Ruggieri +1 · 1 citation
   Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Web Data Mining and Analysis
8. A Practical Approach to Causal Inference over Time
   2024/10/14 by Cinquini, Martina, Beretta, Isacco, Ruggieri, Salvatore +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
9. The Initial Screening Order Problem
   2023/07/28 by José M. Álvarez, Alvarez, Jose M., Mastropietro, Antonio +1 · 1 citation
   Mathematics · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods in Clinical Trials
10. Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule
    2024/08/26 by Zhao, Xuan, Broelemann, Klaus, Ruggieri, Salvatore +1 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)