Simona Nisticò

18 papers B 2C 4Misc 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — ed.
Proceedings of the 2nd Workshop on Green-Aware Artificial Intelligence (Green-Aware AI@ECAI 2025) co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, 25-30 October 2025.
Green-Aware AI@ECAI
Riccardo Cantini, Luca Ferragina, Davide Mario Longo, Anastasija Nikiforova, Simona Nisticò, Reza Shahbazian, Dipanwita Thakur, Irina Trubitsyna, Giovanna Varricchio
2025 J jnl
Explaining anomalies through semi-supervised Autoencoders.
Array
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, Simona Nisticò
2025 J jnl
Explaining evolving outliers for uncovering key aspects of the green comparative advantage.
Array
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2025 J jnl
Improving local interpretable classifier explanations exploiting self-generated semantic features.
Neural Comput. Appl.
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò
2025 J jnl
LLiMe: enhancing text classifier explanations with large language models.
Mach. Learn.
Fabrizio Angiulli, Francesco De Luca, Fabio Fassetti, Simona Nisticò
2025 — conf
MaGA-Clif: Defending FL from Combined Poisoning Attacks with Marginal Gain Estimation.
ADBIS (Short Papers)
Jamsher Bhanbhro, Simona Nisticò
2024 — conf
A Clustering-based Approach for Interpreting Black-box Models.
SEBD
Luca Ferragina, Simona Nisticò
2024 J jnl
Audio super-resolution via vision transformer.
J. Intell. Inf. Syst.
Simona Nisticò, Luigi Palopoli, Adele Pia Romano
2024 J jnl
Explaining outliers and anomalous groups via subspace density contrastive loss.
Mach. Learn.
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2024 — conf
Exploiting Outlier Explanation to Unveil Key-aspects of High Green Comparative Advantage Nations.
GreenAI@AI*IA
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2023 B conf
Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss.
DS
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2023 — conf
Towards Reliable Machine Learning.
ADBIS (Short Papers)
Simona Nisticò
2022 C conf
A Semi-automatic Data Generator for Query Answering.
ISMIS
Fabrizio Angiulli, Alessandra Del Prete, Fabio Fassetti, Simona Nisticò
2022 C conf
Audio Super-Resolution via Vision Transformer.
ISMIS
Simona Nisticò, Luigi Palopoli, Adele Pia Romano
2022 C conf
Outlier Explanation Through Masking Models.
ADBIS
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2021 C conf
Finding Local Explanations Through Masking Models.
IDEAL
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò
2021 B conf
Local Interpretable Classifier Explanations with Self-generated Semantic Features.
DS
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò
2019 Misc conf
Learning and Detecting Stuttering Disorders.
AIAI
Fabio Fassetti, Ilaria Fassetti, Simona Nisticò