Christel Sirocchi

According to our database, Christel Sirocchi authored at least 13 papers between 2022 and 2024.

Collaborative distances:

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

2024

Medical-informed machine learning: integrating prior knowledge into medical decision systems.

Christel Sirocchi, Alessandro Bogliolo, Sara Montagna

BMC Medical Informatics Decis. Mak., December, 2024

Investigating Participation Mechanisms in EU Code Week.

Christel Sirocchi, Annika Ostergren Pofantis, Alessandro Bogliolo

ACM Trans. Comput. Educ., March, 2024

Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping.

Christel Sirocchi, Martin Urschler, Bastian Pfeifer

CoRR, 2024

Federated unsupervised random forest for privacy-preserving patient stratification.

Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler

CoRR, 2024

Exploring machine learning for untargeted metabolomics using molecular fingerprints.

Christel Sirocchi, Federica Biancucci, Matteo Donati, Alessandro Bogliolo, Mauro Magnani, Michele Menotta, Sara Montagna

Comput. Methods Programs Biomed., 2024

Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems.

Federico Sabbatini, Christel Sirocchi, Roberta Calegari

Proceedings of the 25th Workshop "From Objects to Agents", 2024

Hybrid Personal Medical Digital Assistant Agents.

Sara Montagna, Christel Sirocchi

Proceedings of the 25th Workshop "From Objects to Agents", 2024

Distributed Averaging for Accuracy Prediction in Networked Systems.

Christel Sirocchi, Alessandro Bogliolo

Proceedings of the Modelling and Mining Networks - 19th International Workshop, 2024

Integrating Symbolic Knowledge and Machine Learning in Healthcare.

Christel Sirocchi, Sara Montagna

Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024

Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care.

Christel Sirocchi, Muhammad Suffian Nizami, Federico Sabbatini, Alessandro Bogliolo, Sara Montagna

Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023

Community-Based Gossip Algorithm for Distributed Averaging.

Christel Sirocchi, Alessandro Bogliolo

Proceedings of the Distributed Applications and Interoperable Systems, 2023

Machine Learning-Enabled Prediction of Metabolite Response in Genetic Disorders (SHORT PAPER).

Christel Sirocchi, Federica Biancucci, Matteo Donati, Nunzio D'Amore, Riccardo Benedetti, Alessandro Bogliolo, Stefano Ferretti, Mauro Magnani, Michele Menotta, Muhammad Suffian Nizami, Sara Montagna

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

Large-Scale Assessment of Mobile Crowdsensed Data: A Case Study.

Christel Sirocchi, Lorenz Cuno Klopfenstein, Alessandro Bogliolo

IEEE Access, 2022