THE FOLLOWING PROJECTs WERE DEVELOPED AS PART OF A DOCTORAL DISSERTATION IN THE UNIVERSITY OF URBINO.
I am a PhD researcher in "Explainable AI" at the University of Urbino, Italy. The main focus of PhD research is to design and develop frameworks and tools for "Human-centered explanations" with a speacial focus on Human-centered Counterfactual Explanations for trustworthy, actioanble, and understandable AI.
- Feedback-based Counterfactual Explanations FCE
- Counterfactual explanation with User feedback UFCE
- CL-XAI: A pilot Study, Toward Enhanced Cognitive Learning with Explainable AI, to access github repository CL-XAI and arXiv paper
- HCEvaluations4UFCE: A Large Scale study for human-centred evaluations of [UFCE], to access github repository HCEvaluations4UFCE
- How XAI-assited Decision-Making Steer Human behaviour to access github repository click here and for published paper click here
Are you interested to play the interactive web-based game? access it here.
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FCE: Feedback Based Counterfactual Explanations for Explainable AI
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Investigating Human-Centered Perspectives in Explainable Artificial Intelligence
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Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations
More research works can be found at Google Scholar
The PhD research is mentored by:
- Professor Alessandro Bogliolo (DiSpeA, University of Urbino, Italy) Google Scholar
- Professor Jose Maria Alonso-Moral (CiTIUS, University of Santiago de Compostela, Spain) Google Scholar