Christel Sirocchi

22 papers C 2Journal 12Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing interpretability of rule-based classifiers through feature graphs. CoRR Christel Sirocchi, Damiano Verda
2025	J	`jnl`	Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping. BioData Min. Christel Sirocchi, Martin Urschler, Bastian Pfeifer
2025	—	`conf`	Neuro-Symbolic AI for Supporting Chronic Disease Diagnosis and Monitoring. PerCom Workshops Matteo Magnini, Giovanni Ciatto, Ahmet Emre Kuru, Christel Sirocchi, Sara Montagna
2024	C	`conf`	Distributed Averaging for Accuracy Prediction in Networked Systems. WAW Christel Sirocchi, Alessandro Bogliolo
2024	—	`conf`	Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care. EXPLIMED@ECAI Christel Sirocchi, Muhammad Suffian Nizami, Federico Sabbatini, Alessandro Bogliolo, Sara Montagna
2024	J	`jnl`	Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care. CoRR Christel Sirocchi, Muhammad Suffian Nizami, Federico Sabbatini, Alessandro Bogliolo, Sara Montagna
2024	J	`jnl`	Exploring machine learning for untargeted metabolomics using molecular fingerprints. Comput. Methods Programs Biomed. Christel Sirocchi, Federica Biancucci, Matteo Donati, Alessandro Bogliolo, Mauro Magnani, Michele Menotta, Sara Montagna
2024	J	`jnl`	Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping. CoRR Christel Sirocchi, Martin Urschler, Bastian Pfeifer
2024	J	`jnl`	Federated unsupervised random forest for privacy-preserving patient stratification. Bioinform. Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
2024	J	`jnl`	Federated unsupervised random forest for privacy-preserving patient stratification. CoRR Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
2024	—	`conf`	Hierarchical Clustering with an Ensemble of Principle Component Trees for Interpretable Patient Stratification. CIBB Bastian Pfeifer, Marcus D. Bloice, Christel Sirocchi, Markus Loecher
2024	—	`conf`	Hybrid Personal Medical Digital Assistant Agents. WOA Sara Montagna, Christel Sirocchi
2024	—	`conf`	Integrating Symbolic Knowledge and Machine Learning in Healthcare. RuleML+RR (Companion) Christel Sirocchi, Sara Montagna
2024	J	`jnl`	Investigating Participation Mechanisms in EU Code Week. ACM Trans. Comput. Educ. Christel Sirocchi, Annika Ostergren Pofantis, Alessandro Bogliolo
2024	J	`jnl`	Medical-informed machine learning: integrating prior knowledge into medical decision systems. BMC Medical Informatics Decis. Mak. Christel Sirocchi, Alessandro Bogliolo, Sara Montagna
2024	—	`conf`	Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems. WOA Federico Sabbatini, Christel Sirocchi, Roberta Calegari
2023	C	`conf`	Community-Based Gossip Algorithm for Distributed Averaging. DAIS Christel Sirocchi, Alessandro Bogliolo
2023	J	`jnl`	Distributed averaging for accuracy prediction in networked systems. CoRR Christel Sirocchi, Alessandro Bogliolo
2023	—	`conf`	Machine Learning-Enabled Prediction of Metabolite Response in Genetic Disorders (SHORT PAPER). HC@AIxIA Christel Sirocchi, Federica Biancucci, Matteo Donati, Nunzio D'Amore, Riccardo Benedetti, Alessandro Bogliolo, Stefano Ferretti, Mauro Magnani, Michele Menotta, Muhammad Suffian Nizami, Sara Montagna
2023	—	`conf`	Molecular Fingerprints-Based Machine Learning for Metabolic Profiling. PKDD/ECML Workshops (4) Christel Sirocchi, Federica Biancucci, Muhammad Suffian Nizami, Riccardo Benedetti, Matteo Donati, Stefano Ferretti, Alessandro Bogliolo, Mauro Magnani, Michele Menotta, Sara Montagna
2022	J	`jnl`	Investigating Participation Mechanisms in EU Code Week. CoRR Christel Sirocchi, Annika Ostergren Pofantis, Alessandro Bogliolo
2022	J	`jnl`	Large-Scale Assessment of Mobile Crowdsensed Data: A Case Study. IEEE Access Christel Sirocchi, Lorenz Cuno Klopfenstein, Alessandro Bogliolo