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Fosca Giannotti

Active 1985–2026

329
Papers
19,260
Citations
55
h-index
166
i10-index

Citations

Citations per year for Fosca Giannotti1987: 2 citations1988: 3 citations1989: 2 citations1990: 3 citations1991: 4 citations1992: 3 citations1993: 8 citations1994: 7 citations1995: 5 citations1996: 12 citations1997: 20 citations1998: 16 citations1999: 19 citations2000: 25 citations2001: 30 citations2002: 26 citations2003: 33 citations2004: 60 citations2005: 69 citations2006: 59 citations2007: 84 citations2008: 126 citations2009: 184 citations2010: 220 citations2011: 261 citations2012: 379 citations2013: 414 citations2014: 483 citations2015: 555 citations2016: 562 citations2017: 630 citations2018: 600 citations2019: 649 citations2020: 822 citations2021: 771 citations2022: 574 citations2023: 594 citations2024: 657 citations2025: 621 citations2026: 163 citations

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 1,539 citing papers, 14.8% of this breakdownChina: 1,375 citing papers, 13.2% of this breakdownItaly: 1,095 citing papers, 10.5% of this breakdownGermany: 547 citing papers, 5.2% of this breakdownUnited Kingdom: 535 citing papers, 5.1% of this breakdownFrance: 455 citing papers, 4.4% of this breakdownAustralia: 330 citing papers, 3.2% of this breakdownCanada: 305 citing papers, 2.9% of this breakdownSpain: 304 citing papers, 2.9% of this breakdownIndia: 260 citing papers, 2.5% of this breakdownNetherlands: 225 citing papers, 2.2% of this breakdownJapan: 204 citing papers, 2% of this breakdown
0%14.8%Other 31.1%

Institutions

Fields

  • Computer Science50.6%
  • Social Sciences18.8%
  • Physics and Astronomy11.4%
  • Engineering7.8%
  • Medicine2.5%
  • Economics, Econometrics and Finance1.6%
  • Other7.3%

Topics

  • Human Mobility and Location-Based Analysis8.8%
  • Data Management and Algorithms6.4%
  • Complex Network Analysis Techniques5.2%
  • Explainable Artificial Intelligence (XAI)4.3%
  • Data Mining Algorithms and Applications2.9%
  • Privacy-Preserving Technologies in Data2.3%
  • Other70.1%

Coauthors

All papers

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  1. Benchmarking and Survey of Explanation Methods for Black Box Models

    Authors: Francesco Bodria, Fosca Giannotti, Riccardo Guidotti, Francesca Naretto, Dino Pedreschi, Salvatore Rinzivillo - Data Mining and Knowledge Discovery, Data Min. Knowl. Discov. 2023 cited by 242

  2. Factual and Counterfactual Explanations for Black Box Decision Making

    Authors: Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Salvatore Ruggieri, Franco Turini - IEEE Intelligent Systems, IEEE Intell. Syst. 2019 cited by 331

  3. A Survey of Methods for Explaining Black Box Models

    Authors: Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini, Fosca Giannotti, Dino Pedreschi - ACM Computing Surveys, ACM Comput. Surv. 2018 cited by 4,728

  4. Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems

    Authors: Cecilia Panigutti, Andrea Beretta, Fosca Giannotti, Dino Pedreschi - CHI Conference on Human Factors in Computing Systems 2022 cited by 124

  5. Smart cities of the future

    Authors: Michael Batty, Kay W. Axhausen, Fosca Giannotti, Alexei Pozdnoukhov, Armando Bazzani, Mónica Wachowicz, Georgios K. Ouzounis, Y. Portugali - The European Physical Journal Special Topics 2012 cited by 2,146

  6. Co-design of Human-centered, Explainable AI for Clinical Decision Support

    Authors: Cecilia Panigutti, Andrea Beretta, Daniele Fadda, Fosca Giannotti, Dino Pedreschi, Alan Perotti, Salvatore Rinzivillo - ACM Transactions on Interactive Intelligent Systems, ACM Trans. Interact. Intell. Syst. 2023 cited by 101

  7. Local Rule-Based Explanations of Black Box Decision Systems

    Authors: Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Dino Pedreschi, Franco Turini, Fosca Giannotti - arXiv (Cornell University), CoRR 2018 cited by 268

  8. GLocalX - From Local to Global Explanations of Black Box AI Models

    Authors: Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti - Artificial Intelligence, Artif. Intell. 2021 cited by 137

  9. A public data set of spatio-temporal match events in soccer competitions

    Authors: Luca Pappalardo, Paolo Cintia, Alessio Rossi, Emanuele Massucco, Paolo Ferragina, Dino Pedreschi, Fosca Giannotti - Scientific Data 2019 cited by 237

  10. Returners and explorers dichotomy in human mobility

    Authors: Luca Pappalardo, Filippo Simini, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti, Albert-Ĺaszló Barabási - Nature Communications 2015 cited by 487

  11. Meaningful Explanations of Black Box AI Decision Systems

    Authors: Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini - AAAI Conference on Artificial Intelligence 2019 cited by 209

  12. Trustworthy AI

    Authors: Raja Chatila, Virginia Dignum, Michael Fisher, Fosca Giannotti, Katharina Morik, Stuart Russell, Karen Yeung - Lecture notes in computer science, Reflections on Artificial Intelligence for Humanity 2021 cited by 66

  13. Towards Transparent Healthcare: Advancing Local Explanation Methods in Explainable Artificial Intelligence

    Authors: Carlo Metta, Andrea Beretta, Roberto Pellungrini, Salvatore Rinzivillo, Fosca Giannotti - Bioengineering 2024 cited by 63

  14. Stable and actionable explanations of black-box models through factual and counterfactual rules

    Authors: Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Francesca Naretto, Franco Turini, Dino Pedreschi, Fosca Giannotti - Data Mining and Knowledge Discovery, Data Min. Knowl. Discov. 2022 cited by 32

  15. A Classification for Community Discovery Methods in Complex Networks

    Authors: Michele Coscia, Fosca Giannotti, Dino Pedreschi - Statistical Analysis and Data Mining The ASA Data Science Journal, Stat. Anal. Data Min. 2011 cited by 296

  16. DEMON: a Local-First Discovery Method for Overlapping Communities

    Authors: Michele Coscia, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi - SIGKDD international conference on Knowledge discovery and data mining 2012 cited by 228

  17. Finding and Characterizing Communities in Multidimensional Networks

    Authors: Michele Berlingerio, Michele Coscia, Fosca Giannotti - International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011 cited by 118

  18. Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning

    Authors: Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti - International Journal of Data Science and Analytics, Int. J. Data Sci. Anal. 2023 cited by 20

  19. Tiles: an online algorithm for community discovery in dynamic social networks

    Authors: Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti - Machine Learning, Mach. Learn. 2016 cited by 133

  20. An analytical framework to nowcast well-being using mobile phone data

    Authors: Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti - International Journal of Data Science and Analytics, Int. J. Data Sci. Anal. 2016 cited by 141

  21. Human mobility, social ties, and link prediction

    Authors: Dashun Wang, Dino Pedreschi, Chaoming Song, Fosca Giannotti, Albert-László Barabási - SIGKDD international conference on Knowledge discovery and data mining 2011 cited by 677

  22. WhereNext: a location predictor on trajectory pattern mining

    Authors: Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti - SIGKDD international conference on Knowledge discovery and data mining 2009 cited by 546

  23. NDlib: a Python Library to Model and Analyze Diffusion Processes Over Complex Networks

    Authors: Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti - International Journal of Data Science and Analytics, Int. J. Data Sci. Anal. 2017 cited by 73

  24. Social AI and the Challenges of the Human-AI Ecosystem

    Authors: Dino Pedreschi, Luca Pappalardo, Emanuele Ferragina, Ricardo Baeza-Yates, Albert-László Barabási, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, János Kertész, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani - Artificial Intelligence, Artif. Intell. 2024 cited by 51