Giannotti, Fosca

Smart cities of the future

Batty, M., Axhausen, K. W., Giannotti, F., Pozdnoukhov, A., Bazzani, A., Wachowicz, M., Ouzounis, G., & Portugali, Y. (2012) · The European Physical Journal Special Topics

Smart Cities and TechnologiesGeographic Information Systems Studies

Cited by 2,424

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

Finding and characterizing communities in multidimensional networks

Berlingerio, M., Coscia, M., & Giannotti, F. (2011) · 2011 International Conference on Advances in Social Networks Analysis and Mining

Complex Network Analysis TechniquesAdvanced Clustering Algorithms Research

Cited by 122

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

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

HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis

Tripto, N., Uchendu, A., Le, T., Setzu, M., Giannotti, F., & Lee, D. (2023) · Findings of the Association for Computational Linguistics: EMNLP 2023

Authorship Attribution and ProfilingSpeech Recognition and Synthesis

Cited by 6

HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis

Tripto, N. I., Uchendu, A., Le, T., Setzu, M., Giannotti, F., & Lee, D. (2023) · arXiv

Authorship Attribution and ProfilingSpeech Recognition and Synthesis

Cited by 6

Privacy and Security in Ubiquitous Knowledge Discovery

Giannotti, F., & Saygin, Y. (2010) · Lecture Notes in Computer Science

Privacy-Preserving Technologies in DataPrivacy, Security, and Data Protection

Cited by 4