Alessio Zanga

22 papers B 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Causal Discovery Workflow for Rare Diseases: Experts-in-the-Loop Analysis of Sparse Longitudinal Data.
J. Medical Syst.
Niccolò Rocchi, Alessio Zanga, Alice Bernasconi, Alessandro Gronchi, Dario Callegaro, Alessandra Borghi, Paolo Giovanni Casali, Salvatore Provenzano, Rosalba Miceli, Annalisa Trama, Fabio Stella
2025 J jnl
Causal Discovery on Higher-Order Interactions.
CoRR
Alessio Zanga, Marco Scutari, Fabio Stella
2025 J jnl
Federated causal discovery with missing data in a multicentric study on endometrial cancer.
J. Biomed. Informatics
Alessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Anthony C. Constantinou
2025 J jnl
On Counterfactual Explanations of Cardiovascular Risk in Adolescent and Young Adult Breast Cancer Survivors.
J. Medical Syst.
Antonio Balordi, Alice Bernasconi, Alessandra Andreotti, Stefano Guzzinati, Rafael Cabañas De Paz, Alessio Zanga
2025 J jnl
Using GPT-4 to guide causal machine learning.
Expert Syst. Appl.
Anthony C. Constantinou, Neville Kenneth Kitson, Alessio Zanga
2024 — conf
On Counterfactual Explainations of Cardiovascular Risk in Adolescents and Young Adults Breast Cancer Survivors.
HC@AIxIA
Alice Bernasconi, Antonio Balordi, Alessio Zanga, Rafael Cabañas
2024 — conf
The Importance of Causality in Decision Making: A Perspective on Recommender Systems (Short paper).
DP@AI*IA
Emanuele Cavenaghi, Alessio Zanga, Fabio Stella, Markus Zanker
2024 J jnl
The Importance of Causality in Decision Making: A Perspective on Recommender Systems.
CoRR
Emanuele Cavenaghi, Alessio Zanga, Fabio Stella, Markus Zanker
2024 J jnl
Towards a Causal Decision-Making Framework for Recommender Systems.
Trans. Recomm. Syst.
Emanuele Cavenaghi, Alessio Zanga, Fabio Stella, Markus Zanker
2024 J jnl
Using GPT-4 to guide causal machine learning.
CoRR
Anthony C. Constantinou, Neville Kenneth Kitson, Alessio Zanga
2023 J jnl
A Survey on Causal Discovery: Theory and Practice.
CoRR
Alessio Zanga, Fabio Stella
2023 — conf
Analysis of Relevant Factors in Online Hotel Recommendation Through Causal Models.
RecTour@RecSys
Emanuele Cavenaghi, Alessio Zanga, Alessandro Rimoldi, Paolo Minasi, Markus Zanker, Fabio Stella
2023 B conf
Causal Discovery with Missing Data in a Multicentric Clinical Study.
AIME
Alessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Fabio Stella
2023 J jnl
Causal Discovery with Missing Data in a Multicentric Clinical Study.
CoRR
Alessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Fabio Stella
2023 J jnl
Risk Assessment of Lymph Node Metastases in Endometrial Cancer Patients: A Causal Approach.
CoRR
Alessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Fabio Stella
2023 — conf
Towards a Transportable Causal Network Model Based on Observational Healthcare Data.
HC@AIxIA
Alice Bernasconi, Alessio Zanga, Peter J. F. Lucas, Marco Scutari, Fabio Antonio Stella
2023 J jnl
Towards a Transportable Causal Network Model Based on Observational Healthcare Data.
CoRR
Alice Bernasconi, Alessio Zanga, Peter J. F. Lucas, Marco Scutari, Fabio Stella
2022 J jnl
A Survey on Causal Discovery: Theory and Practice.
Int. J. Approx. Reason.
Alessio Zanga, Elif Ozkirimli, Fabio Stella
2022 — conf
Risk Assessment of Lymph Node Metastasis in Endometrial Cancer Patients: A Causal Approach.
HC@AIxIA
Alessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Fabio Stella
2021 J jnl
ACTA: A Mobile-Health Solution for Integrated Nudge-Neurofeedback Training for Senior Citizens.
CoRR
Giulia Cisotto, Andrea Trentini, Italo Zoppis, Alessio Zanga, Sara Manzoni, Giada Pietrabissa, Anna Guerrini Usubini, Gianluca Castelnuovo
2020 — conf
An Attention-based Architecture for EEG Classification.
BIOSIGNALS
Italo Zoppis, Alessio Zanga, Sara Manzoni, Giulia Cisotto, Angela Morreale, Fabio Stella, Giancarlo Mauri
2020 J jnl
Comparison of Attention-based Deep Learning Models for EEG Classification.
CoRR
Giulia Cisotto, Alessio Zanga, Joanna Chlebus, Italo Zoppis, Sara Manzoni, Urszula Markowska-Kaczmar