Ruggieri, Salvatore

Bias in data‐driven artificial intelligence systems—An introductory survey

Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., et al. (2020) · WIREs Data Mining and Knowledge Discovery

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 1,043

Discrimination-aware data mining

Pedreshi, D., Ruggieri, S., & Turini, F. (2008) · Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Ethics and Social Impacts of AIPrivacy-Preserving Technologies in Data

Cited by 676

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

A multidisciplinary survey on discrimination analysis

Romei, A., & Ruggieri, S. (2014) · The Knowledge Engineering Review

Ethics and Social Impacts of AINames, Identity, and Discrimination Research

Cited by 288

k-NN as an implementation of situation testing for discrimination discovery and prevention

Luong, B. T., Ruggieri, S., & Turini, F. (2011) · Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining

Ethics and Social Impacts of AIDiscrimination and Equality Law

Cited by 263

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

Subtree Replacement in Decision Tree Simplification

Ruggieri, S. (2012) · Proceedings of the 2012 SIAM International Conference on Data Mining

Data Mining Algorithms and ApplicationsMachine Learning and Data Classification

Cited by 5

The Initial Screening Order Problem

Alvarez, J. M., Mastropietro, A., & Ruggieri, S. (2023) · arXiv

Ethics and Social Impacts of AIGame Theory and Voting Systems

Cited by 1