Andrea Cosentini

According to our database, Andrea Cosentini authored at least 10 papers between 2021 and 2024.

Collaborative distances:

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

2024

Disambiguation of company names via deep recurrent networks.

Alessandro Basile, Riccardo Crupi, Michele Grasso, Alessandro Mercanti, Daniele Regoli, Simone Scarsi, Shuyi Yang, Andrea Cosentini

Expert Syst. Appl., March, 2024

DTOR: Decision Tree Outlier Regressor to explain anomalies.

Riccardo Crupi, Daniele Regoli, Alessandro Damiano Sabatino, Immacolata Marano, Massimiliano Brinis, Luca Albertazzi, Andrea Cirillo, Andrea Claudio Cosentini

CoRR, 2024

Integrating XAI for Predictive Conflict Analytics.

Luca Macis, Marco Tagliapietra, Alessandro Castelnovo, Daniele Regoli, Greta Greco, Andrea Claudio Cosentini, Paola Pisano, Edoardo Carroccetto

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Unraveling Anomalies: Explaining Outliers with DTOR.

Riccardo Crupi, Daniele Regoli, Alessandro Damiano Sabatino, Immacolata Marano, Massimiliano Brinis, Luca Albertazzi, Andrea Cirillo, Andrea Claudio Cosentini

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Fundamental Rights and AI Impact Assessment: a proposal for a new quantitative approach.

Nicole Inverardi, Samuele Bertaina, Ilaria Biganzoli, Andrea Cosentini, Rachele Desiante, Dario Fontanella, Ilaria Giuseppina Penco

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Bias On Demand: Investigating Bias with a Synthetic Data Generator.

Joachim Baumann, Alessandro Castelnovo, Andrea Cosentini, Riccardo Crupi, Nicole Inverardi, Daniele Regoli

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Declarative Encoding of Fairness in Logic Tensor Networks.

Greta Greco, Federico Alberici, Matteo Palmonari, Andrea Cosentini

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

FFTree: A flexible tree to handle multiple fairness criteria.

Alessandro Castelnovo, Andrea Cosentini, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica

Inf. Process. Manag., 2022

Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation.

Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli, Andrea Cosentini

Proceedings of 1st Workshop on Bias, 2022

2021

Towards Fairness Through Time.

Alessandro Castelnovo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Cosentini

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021