Alan Perotti

According to our database, Alan Perotti authored at least 31 papers between 2011 and 2024.

Collaborative distances:

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

2024

Auditing Fairness and Explainability in Chest X-Ray Image Classifiers.

Gemma Bel Bordes, Alan Perotti

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Co-design of Human-centered, Explainable AI for Clinical Decision Support.

Cecilia Panigutti, Andrea Beretta, Daniele Fadda, Fosca Giannotti, Dino Pedreschi, Alan Perotti, Salvatore Rinzivillo

ACM Trans. Interact. Intell. Syst., December, 2023

Revealing the determinants of gender inequality in urban cycling with large-scale data.

Alice Battiston, Ludovico Napoli, Paolo Bajardi, André Panisson, Alan Perotti, Michael Szell, Rossano Schifanella

EPJ Data Sci., December, 2023

Convolutional neural networks for vision neuroscience: significance, developments, and outstanding issues.

Alessia Celeghin, Alessio Borriero, Davide Orsenigo, Matteo Diano, Carlos Andrés Méndez Guerrero, Alan Perotti, Giovanni Petri, Marco Tamietto

Frontiers Comput. Neurosci., February, 2023

Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers.

Alan Perotti, Simone Bertolotto, Eliana Pastor, André Panisson

Proceedings of the Explainable Artificial Intelligence, 2023

HOLMES: HOLonym-MEronym Based Semantic Inspection for Convolutional Image Classifiers.

Francesco Dibitonto, Fabio Garcea, André Panisson, Alan Perotti, Lia Morra

Proceedings of the Explainable Artificial Intelligence, 2023

Evaluating Link Prediction Explanations for Graph Neural Networks.

Claudio Borile, Alan Perotti, André Panisson

Proceedings of the Explainable Artificial Intelligence, 2023

Explaining Identity-aware Graph Classifiers through the Language of Motifs.

Alan Perotti, Paolo Bajardi, Francesco Bonchi, André Panisson

Proceedings of the International Joint Conference on Neural Networks, 2023

Research Challenges in Trustworthy Artificial Intelligence and Computing for Health: The Case of the PRE-ACT project.

Foivos Charalampakos, Thomas Tsouparopoulos, Yiannis Papageorgiou, Guido Bologna, André Panisson, Alan Perotti, Iordanis Koutsopoulos

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022

GRAPHSHAP: Motif-based Explanations for Black-box Graph Classifiers.

Alan Perotti, Paolo Bajardi, Francesco Bonchi, André Panisson

CoRR, 2022

Streamlining models with explanations in the learning loop.

Francesco Lomuscio, Paolo Bajardi, Alan Perotti, Elvio G. Amparore

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods.

Elvio G. Amparore, Alan Perotti, Paolo Bajardi

PeerJ Comput. Sci., 2021

FairLens: Auditing black-box clinical decision support systems.

Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi

Inf. Process. Manag., 2021

Continuous-Action Reinforcement Learning for Portfolio Allocation of a Life Insurance Company.

Carlo Abrate, Alessio Angius, Gianmarco De Francisci Morales, Stefano Cozzini, Francesca Iadanza, Laura Li Puma, Simone Pavanelli, Alan Perotti, Stefano Pignataro, Silvia Ronchiadin

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

2020

Explainability Methods for Natural Language Processing: Applications to Sentiment Analysis.

Francesco Bodria, André Panisson, Alan Perotti, Simone Piaggesi

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Doctor XAI: an ontology-based approach to black-box sequential data classification explanations.

Cecilia Panigutti, Alan Perotti, Dino Pedreschi

Proceedings of the FAT* '20: Conference on Fairness, 2020

2019

Quantitative and Ontology-Based Comparison of Explanations for Image Classification.

Valentina Ghidini, Alan Perotti, Rossano Schifanella

Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Modeling Urban Traffic Data Through Graph-Based Neural Networks.

Viviana Pinto, Alan Perotti, Tania Cerquitelli

Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

2018

Understanding Network Traffic States using Transfer Learning.

Panchamy Krishnakumari, Alan Perotti, Viviana Pinto, Oded Cats, Hans van Lint

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

Real-time behavioral DGA detection through machine learning.

Federica Bisio, Salvatore Saeli, Pierangelo Lombardo, Davide Bernardi, Alan Perotti, Danilo Massa

Proceedings of the International Carnahan Conference on Security Technology, 2017

2015

Neural-symbolic monitoring and adaptation.

Alan Perotti, Artur S. d'Avila Garcez, Guido Boella

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Runtime Verification Through Forward Chaining.

Alan Perotti, Guido Boella, Artur S. d'Avila Garcez

Proceedings of the Proceedings First Workshop on Horn Clauses for Verification and Synthesis, 2014

Scalable Process Monitoring through Rules and Neural Networks.

Alan Perotti, Guido Boella, Artur S. d'Avila Garcez

Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014), 2014

Neural Networks for Runtime Verification.

Alan Perotti, Artur S. d'Avila Garcez, Guido Boella

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

RuleRunner technical report.

Alan Perotti

CoRR, 2013

Rewriting Rules for the Computation of Goal-Oriented Changes in an Argumentation System.

Dionysios Kontarinis, Elise Bonzon, Nicolas Maudet, Alan Perotti, Leon van der Torre, Serena Villata

Proceedings of the Computational Logic in Multi-Agent Systems, 2013

2012

Neural-Symbolic Rule-Based Monitoring.

Alan Perotti, Artur d'Avila Garcez, Guido Boella, Daniele Rispoli

Proceedings of the Neural-Symbolic Learning and Reasoning (NeSy 2012), 2012

Learning and reasoning about norms using neural-symbolic systems.

Guido Boella, Silvano Colombo Tosatto, Artur S. d'Avila Garcez, Valerio Genovese, Alan Perotti, Leendert W. N. van der Torre

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

Multi-sorted Argumentation.

Tjitze Rienstra, Alan Perotti, Serena Villata, Dov M. Gabbay, Leendert W. N. van der Torre

Proceedings of the Theorie and Applications of Formal Argumentation, 2011

Conditional Labelling for Abstract Argumentation.

Guido Boella, Dov M. Gabbay, Alan Perotti, Leendert W. N. van der Torre, Serena Villata

Proceedings of the Theorie and Applications of Formal Argumentation, 2011

Argumentative Agents Negotiating on Potential Attacks.

Guido Boella, Dov M. Gabbay, Alan Perotti, Leendert W. N. van der Torre, Serena Villata

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011