Alessio Zanga

According to our database, Alessio Zanga authored at least 13 papers between 2020 and 2025.

Collaborative distances:

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

2025

Using GPT-4 to guide causal machine learning.

Anthony C. Constantinou, Neville Kenneth Kitson, Alessio Zanga

Expert Syst. Appl., 2025

2024

The Importance of Causality in Decision Making: A Perspective on Recommender Systems.

Emanuele Cavenaghi, Alessio Zanga, Fabio Stella, Markus Zanker

CoRR, 2024

On Counterfactual Explainations of Cardiovascular Risk in Adolescents and Young Adults Breast Cancer Survivors.

Alice Bernasconi, Antonio Balordi, Alessio Zanga, Rafael Cabañas

Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

2023

Risk Assessment of Lymph Node Metastases in Endometrial Cancer Patients: A Causal Approach.

Alessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Fabio Stella

CoRR, 2023

A Survey on Causal Discovery: Theory and Practice.

Alessio Zanga, Fabio Stella

CoRR, 2023

Analysis of Relevant Factors in Online Hotel Recommendation Through Causal Models.

Emanuele Cavenaghi, Alessio Zanga, Alessandro Rimoldi, Paolo Minasi, Markus Zanker, Fabio Stella

Proceedings of the Workshop on Recommenders in Tourism co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Causal Discovery with Missing Data in a Multicentric Clinical Study.

Alessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Fabio Stella

Proceedings of the Artificial Intelligence in Medicine, 2023

Towards a Transportable Causal Network Model Based on Observational Healthcare Data.

Alice Bernasconi, Alessio Zanga, Peter J. F. Lucas, Marco Scutari, Fabio Antonio Stella

Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

A Survey on Causal Discovery: Theory and Practice.

Alessio Zanga, Elif Ozkirimli, Fabio Stella

Int. J. Approx. Reason., 2022

Risk Assessment of Lymph Node Metastasis in Endometrial Cancer Patients: A Causal Approach.

Alessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Fabio Stella

Proceedings of the 1st AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2022) co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), 2022

2021

ACTA: A Mobile-Health Solution for Integrated Nudge-Neurofeedback Training for Senior Citizens.

Giulia Cisotto, Andrea Trentini, Italo Zoppis, Alessio Zanga, Sara Manzoni, Giada Pietrabissa, Anna Guerrini Usubini, Gianluca Castelnuovo

CoRR, 2021

2020

Comparison of Attention-based Deep Learning Models for EEG Classification.

Giulia Cisotto, Alessio Zanga, Joanna Chlebus, Italo Zoppis, Sara Manzoni, Urszula Markowska-Kaczmar

CoRR, 2020

An Attention-based Architecture for EEG Classification.

Italo Zoppis, Alessio Zanga, Sara Manzoni, Giulia Cisotto, Angela Morreale, Fabio Stella, Giancarlo Mauri

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020