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ORCIDChristel Sirocchi
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2020 – today
- 2024
[j4]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: 108163 (2024)- [j3]Christel Sirocchi, Alessandro Bogliolo, Sara Montagna:
Medical-informed machine learning: integrating prior knowledge into medical decision systems. BMC Medical Informatics Decis. Mak. 24(4): 186 (2024) - [j2]Christel Sirocchi, Annika Ostergren Pofantis, Alessandro Bogliolo:
Investigating Participation Mechanisms in EU Code Week. ACM Trans. Comput. Educ. 24(1): 4:1-4:31 (2024) - [c7]Christel Sirocchi, Muhammad Suffian Nizami, Federico Sabbatini, Alessandro Bogliolo, Sara Montagna:
Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care. EXPLIMED@ECAI 2024 - [c6]Christel Sirocchi, Sara Montagna:
Integrating Symbolic Knowledge and Machine Learning in Healthcare. RuleML+RR (Companion) 2024 - [c5]Christel Sirocchi, Alessandro Bogliolo:
Distributed Averaging for Accuracy Prediction in Networked Systems. WAW 2024: 130-145 - [c4]Sara Montagna, Christel Sirocchi:
Hybrid Personal Medical Digital Assistant Agents. WOA 2024: 58-62 - [c3]Federico Sabbatini, Christel Sirocchi, Roberta Calegari:
Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems. WOA 2024: 202-216 - [i4]Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler:
Federated unsupervised random forest for privacy-preserving patient stratification. CoRR abs/2401.16094 (2024) - [i3]Christel Sirocchi, Martin Urschler, Bastian Pfeifer:
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping. CoRR abs/2404.17886 (2024) - 2023
- [c2]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: 1-9 - [c1]Christel Sirocchi, Alessandro Bogliolo:
Community-Based Gossip Algorithm for Distributed Averaging. DAIS 2023: 37-53 - [i2]Christel Sirocchi, Alessandro Bogliolo:
Distributed averaging for accuracy prediction in networked systems. CoRR abs/2309.01144 (2023) - 2022
- [j1]Christel Sirocchi, Lorenz Cuno Klopfenstein, Alessandro Bogliolo:
Large-Scale Assessment of Mobile Crowdsensed Data: A Case Study. IEEE Access 10: 54681-54696 (2022) - [i1]Christel Sirocchi, Annika Ostergren Pofantis, Alessandro Bogliolo:
Investigating Participation Mechanisms in EU Code Week. CoRR abs/2205.14740 (2022)
Coauthor Index
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