Christel Sirocchi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Mass Spectrometry

Medical Experts

Improve The Prediction Accuracy

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Christel Sirocchi, Martin Urschler, Bastian Pfeifer
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping. CoRR (2024)
Christel Sirocchi, Alessandro Bogliolo, Sara Montagna
Medical-informed machine learning: integrating prior knowledge into medical decision systems. BMC Medical Informatics Decis. Mak. 24 (4) (2024)
Sara Montagna, Christel Sirocchi
Hybrid Personal Medical Digital Assistant Agents. WOA (2024)
Christel Sirocchi, Annika Ostergren Pofantis, Alessandro Bogliolo
Investigating Participation Mechanisms in EU Code Week. ACM Trans. Comput. Educ. 24 (1) (2024)
Christel Sirocchi, Federica Biancucci, Matteo Donati, Alessandro Bogliolo, Mauro Magnani, Michele Menotta, Sara Montagna
Exploring machine learning for untargeted metabolomics using molecular fingerprints. Comput. Methods Programs Biomed. 250 (2024)
Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
Federated unsupervised random forest for privacy-preserving patient stratification. CoRR (2024)
Christel Sirocchi, Alessandro Bogliolo
Distributed Averaging for Accuracy Prediction in Networked Systems. WAW (2024)
Federico Sabbatini, Christel Sirocchi, Roberta Calegari
Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems. WOA (2024)
Christel Sirocchi, Alessandro Bogliolo
Community-Based Gossip Algorithm for Distributed Averaging. DAIS (2023)
Christel Sirocchi, Alessandro Bogliolo
Distributed averaging for accuracy prediction in networked systems. CoRR (2023)
Christel Sirocchi, Federica Biancucci, Matteo Donati, Nunzio D'Amore, Riccardo Benedetti, Alessandro Bogliolo, Stefano Ferretti, Mauro Magnani, Michele Menotta, Muhammad Suffian Nizami, Sara Montagna
Machine Learning-Enabled Prediction of Metabolite Response in Genetic Disorders (SHORT PAPER). HC@AIxIA (2023)
Christel Sirocchi, Annika Ostergren Pofantis, Alessandro Bogliolo
Investigating Participation Mechanisms in EU Code Week. CoRR (2022)
Christel Sirocchi, Lorenz Cuno Klopfenstein, Alessandro Bogliolo
Large-Scale Assessment of Mobile Crowdsensed Data: A Case Study. IEEE Access 10 (2022)