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NATALI CHIARA

Role
PhD Student  
Academic disciplines
Informatica (INF/01)

Publications

  • Cabitza, F., Fregosi, C., Campagner, A., Natali, C. (2024). Explanations Considered Harmful: The Impact of Misleading Explanations on Accuracy in Hybrid Human-AI Decision Making. In Explainable Artificial Intelligence
    Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part IV (pp.255-269). Springer Cham [10.1007/978-3-031-63803-9_14].
     Detail

  • Anichini, G., Natali, C., Cabitza, F. (2024). Invisible to Machines: Designing AI that Supports Vision Work in Radiology. COMPUTER SUPPORTED COOPERATIVE WORK [10.1007/s10606-024-09491-0]. Detail

  • Cabitza, F., Natali, C., Famiglini, L., Campagner, A., Caccavella, V., Gallazzi, E. (2024). Never tell me the odds: Investigating pro-hoc explanations in medical decision making. ARTIFICIAL INTELLIGENCE IN MEDICINE, 150(April 2024), 1-11 [10.1016/j.artmed.2024.102819]. Detail

  • Natali, C. (2023). Per Aspera ad Astra, or Flourishing via Friction: Stimulating Cognitive Activation by Design through Frictional Decision Support Systems. In CHItaly-DC 2023 CHItaly 2023 Doctoral Consortium
    CHItaly 2023 Proceedings of the Doctoral Consortium of the 15th Biannual Conference of the Italian SIGCHI Chapter (CHItaly 2023) (pp.15-19). CEUR-WS.
     Detail

  • Cabitza, F., Campagner, A., Famiglini, L., Natali, C., Caccavella, V., Gallazzi, E. (2023). Let Me Think! Investigating the Effect of Explanations Feeding Doubts About the AI Advice. In Machine Learning and Knowledge Extraction
    7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023, Benevento, Italy, August 29 – September 1, 2023, Proceedings (pp.155-169). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-031-40837-3_10].
     Detail

Awards

Awards

  • 1° Posto Competizione What Is Hybrid Intelligence?, Utrecht University, 2024
  • XAI 2024 Best paper award, World Conference on eXplainable Artificial Intelligence, 2024
  • Best Doctoral Consortium Paper, SIGCHI-Italy, 2023

Research and teaching assignments

  • Visiting Researcher - Research Fellow, Swiss Government Excellence Scholarship - Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA), 2024 - 2025