Simona Nisticò

According to our database, Simona Nisticò authored at least 15 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Improving local interpretable classifier explanations exploiting self-generated semantic features.

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò

Neural Comput. Appl., July, 2025

Explaining evolving outliers for uncovering key aspects of the green comparative advantage.

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli

Array, 2025

Explaining anomalies through semi-supervised Autoencoders.

Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, Simona Nisticò

Array, 2025

2024

Explaining outliers and anomalous groups via subspace density contrastive loss.

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli

Mach. Learn., October, 2024

A Clustering-based Approach for Interpreting Black-box Models.

Luca Ferragina, Simona Nisticò

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

Exploiting Outlier Explanation to Unveil Key-aspects of High Green Comparative Advantage Nations.

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli

Proceedings of the 1st AIxIA Workshop on Green-Aware Artificial Intelligence co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

Large Language Models-Based Local Explanations of Text Classifiers.

Fabrizio Angiulli, Francesco De Luca, Fabio Fassetti, Simona Nisticó

Proceedings of the Discovery Science - 27th International Conference, 2024

2023

Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss.

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli

Proceedings of the Discovery Science - 26th International Conference, 2023

Towards Reliable Machine Learning.

Simona Nisticò

Proceedings of the New Trends in Database and Information Systems, 2023

2022

Audio Super-Resolution via Vision Transformer.

Simona Nisticò, Luigi Palopoli, Adele Pia Romano

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

A Semi-automatic Data Generator for Query Answering.

Fabrizio Angiulli, Alessandra Del Prete, Fabio Fassetti, Simona Nisticò

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Outlier Explanation Through Masking Models.

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli

Proceedings of the Advances in Databases and Information Systems, 2022

2021

Finding Local Explanations Through Masking Models.

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Local Interpretable Classifier Explanations with Self-generated Semantic Features.

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò

Proceedings of the Discovery Science - 24th International Conference, 2021

2019

Learning and Detecting Stuttering Disorders.

Fabio Fassetti, Ilaria Fassetti, Simona Nisticò

Proceedings of the Artificial Intelligence Applications and Innovations, 2019