Simona Nisticò 🤖
Simona Nisticò

Research Fellow

DIMES, Università della Calabria

About Me

Simona Nisticò received her Master Degree in Computer engineering at the University of Calabria, Italy in 2020 and her PhD in Information and Communication Technology at the same institution in 2024. She is currently a Post-doctoral Research Fellow at the Department of Computer Engineering, Modelling, Electronics and Systems (DIMES) of the University of Calabria, Italy, and a member of AIDA Lab. Her research interests currently focus on Artificial Intelligence and Machine and Deep Learning, particularly, on Explainable Artificial Intelligence and Reliable Machine Learning.

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Interests
  • Artificial Intelligence
  • Explainable AI
  • Reliable ML
Education

  • Ph.D. in Information and Communication Technologies

    Università della Calabria

  • MSc in Computer Engineering

    Università della Calabria

  • BSc in Computer Engineering

    Università della Calabria

Featured Publications
Recent Publications
Luca Ferragina, Simona Nisticò (2024). A Clustering-based Approach for Interpreting Black-box Models. Proceedings of the 32nd Symposium on Advanced Database Systems, Villasimius, Italy, June 23rd to 26th, 2024, CEUR WORKSHOP PROCEEDINGS.
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Francesco Scarcello, Simona Nisticò, Luigi Palopoli (2024). Artificial Intelligence. Reference Module in Life Sciences.
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Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli (2024). Explaining outliers and anomalous groups via subspace density contrastive loss. Machine Learning.
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Jamsher Bhanbhro, Simona Nisticò, Luigi Palopoli (2024). Issues in federated learning: some experiments and preliminary results. Scientific Reports.
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Fabrizio Angiulli, Francesco De Luca, Fabio Fassetti, Simona Nisticó (2024). Large Language Models-Based Local Explanations of Text Classifiers. International Conference on Discovery Science.
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