Monreale, Anna

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

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

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

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