Pedreschi, Dino

A Survey Of Methods For Explaining Black Box Models

Guidotti, R., Monreale, A., Ruggieri, S., Turini, F., Pedreschi, D., & Giannotti, F. (2018) · arXiv

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 630

A Survey of Methods for Explaining Black Box Models

Guidotti, R., Monreale, A., Ruggieri, S., Turini, F., Giannotti, F., & Pedreschi, D. (2019) · ACM Computing Surveys

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 629

Returners and explorers dichotomy in human mobility

Pappalardo, L., Simini, F., Rinzivillo, S., Pedreschi, D., Giannotti, F., & Barabási, A.-L. (2015) · Nature Communications

Human Mobility and Location-Based AnalysisComplex Network Analysis Techniques

Cited by 494

Factual and Counterfactual Explanations for Black Box Decision Making

Guidotti, R., Monreale, A., Giannotti, F., Pedreschi, D., Ruggieri, S., & Turini, F. (2019) · IEEE Intelligent Systems

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 349

GLocalX—From Local to Global Explanations of Black Box AI Models

Setzu, M., Guidotti, R., Monreale, A., Turini, F., Pedreschi, D., & Giannotti, F. (2021) · Artificial Intelligence

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 140

Co-design of human-centered, explainable AI for clinical decision support

Panigutti, C., Beretta, A., Fadda, D., Giannotti, F., Pedreschi, D., Perotti, A., & Rinzivillo, S. (2023) · ACM Transactions on Interactive Intelligent Systems

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 127

Algorithmic bias amplifies opinion fragmentation and polarization: A bounded confidence model

Sîrbu, A., Pedreschi, D., Giannotti, F., & Kertész, J. (2019) · PLOS ONE

Opinion Dynamics and Social InfluenceSocial Media and Politics

Cited by 112

Human-AI coevolution

Pedreschi, D., Pappalardo, L., Ferragina, E., Baeza-Yates, R., Barabási, A.-L., Dignum, F., Dignum, V., Eliassi-Rad, T., Giannotti, F., Kertész, J., et al. (2025) · Artificial Intelligence

Ethics and Social Impacts of AIRecommender Systems and Techniques

Cited by 102

Discrimination- and privacy-aware patterns

Hajian, S., Domingo-Ferrer, J., Monreale, A., Pedreschi, D., & Giannotti, F. (2015) · Data Mining and Knowledge Discovery

Privacy-Preserving Technologies in DataEthics and Social Impacts of AI

Cited by 93

FairLens: Auditing black-box clinical decision support systems

Panigutti, C., Perotti, A., Panisson, A., Bajardi, P., & Pedreschi, D. (2021) · Information Processing & Management

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 86

Integrating induction and deduction for finding evidence of discrimination

Pedreschi, D., Ruggieri, S., & Turini, F. (2009) · Proceedings of the 12th International Conference on Artificial Intelligence and Law

Ethics and Social Impacts of AIArtificial Intelligence in Law

Cited by 55

A study of top-k measures for discrimination discovery

Pedreschi, D., Ruggieri, S., & Turini, F. (2012) · Proceedings of the 27th Annual ACM Symposium on Applied Computing

Ethics and Social Impacts of AIPrivacy-Preserving Technologies in Data

Cited by 52

Explaining Any Time Series Classifier

Guidotti, R., Monreale, A., Spinnato, F., Pedreschi, D., & Giannotti, F. (2020) · 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI)

Explainable Artificial Intelligence (XAI)Time Series Analysis and Forecasting

Cited by 46

Selective agreement, not sycophancy: investigating opinion dynamics in LLM interactions

Cau, E., Pansanella, V., Pedreschi, D., & Rossetti, G. (2025) · EPJ Data Science

Opinion Dynamics and Social InfluenceMulti-Agent Systems and Negotiation

Cited by 9