Marzia Angela Cremona
Chercheuse universitaire
Axe Santé des populations et pratiques optimales en santé
Apprentissage statistique
Analyse de données haute dimension
Apprentissage machine
Statistique génétique
Bioinformatique
Méthodes biostatistiques
Publications
View all-
article Torres-González E, Cremona MA, Storer JM, Ventura M, O'Neill RJ, Makova KD
Nuclear mitochondrial sequences in great ape Telomere-to-Telomere genomes
Genome Res 2026.
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article Severino F, Cremona MA, Dadié É
COVID-19 effects on the Canadian term structure of interest rates
Rev Econ Anal 14 (4), 2022.
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article Dang H, Cremona MA, Chiaromonte F
smoothEM: A new approach for the simultaneous assessment of smooth patterns and spikes
ELECTRONIC JOURNAL OF STATISTICS 19 (2), 2025.
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Projects
- Functional data analysis methods for genomics and financial data, from 2020-04-01 to 2027-03-31
- Centre interuniversitaire de recherche sur les réseaux d'entreprise, la logistique et le transport (CIRRELT), from 2022-04-01 to 2028-03-31
- Exploitation de méthodes statistiques pour les données fonctionnelles dans les études "omiques", longitudinales et épidémiologiques, from 2023-07-01 to 2027-11-30
- Exploitation de méthodes statistiques pour les données fonctionnelles dans les études "omiques", from 2023-07-01 to 2027-06-30
- Création d’une macro automatisée permettant d’estimer les coûts engendrés par des patients au sein des bases de données médico-administratives du Québec., from 2023-10-01 to 2026-09-30
- Économies salariales de la professeure Marzia Angela Cremona, from 2023-07-01 to 2027-11-30
- Chaire de recherche FRQ-IVADO en apprentissage statistique, from 2025-09-01 to 2030-08-31
- Soutien de la FSA - Chaire de recherche en apprentissage statistique, from 2025-09-01 to 2030-08-31
- ALGODIAB-1: Development of an AI-based tool for personalized blood glucose prediction in individuals living with Type 1 diabetes under real-life conditions, from 2026-06-01 to 2029-05-31
- RobSOFIA: Robust Scalar-on-Function Integrated Adaptive Lasso, from 2026-09-01 to 2027-08-31
- Mammalian mitochodrial DNA accumulates insertions and deletions with age in energetically demanding tissues, from 2026-08-20 to 2027-04-30
- Contrasting pre-vaccine COVID-19 waves in Italy through functional data analysis, from 2026-08-20 to 2027-04-30
- Unsupervised learning methods to discover patterns in fuctional data, from 2019-12-05 to 2025-04-30
- Fonds de démarrage - Nouveau chercheur, from 2023-09-14 to 2025-03-31
- Exploring the Recent Applications of Artificial Intelligence Techniques for Type-1 Diabetes Management, from 2024-03-13 to 2024-09-30
- Nurses' intention to leave, nurse workload and in-hospital patient mortality in Italy: A descriptive and regression study, from 2024-06-05 to 2025-04-30
- Quantifying the Relationship between Increasing Maritime Traffic and Atmospheric Pollution in the Artic, from 2024-12-02 to 2026-04-30
- FunBIalign:A hierarchical algorithm for functional motif discovery based on mean squared residue scores, from 2024-11-11 to 2025-04-30
- ACIAP-DT1 : un Agent Conversationnel Intelligent pour un Accompagnement Personnalisé dans la gestion du Diabète de Type 1, from 2025-06-06 to 2026-04-30
- Analyzing Taiwanese traffic patterns on consecutive holidays through forecast reconciliation and prediction-based anomaly detection techniques, from 2025-06-07 to 2026-04-30
- FunBIalign: A hierarchcal algorithm for functional motif discovery based on mean squared residue scores, from 2025-08-06 to 2026-04-30