3 papers
q-bio.PE2025
Predictability of viral load dynamics in the early phases of SARS-CoV-2 through a model-based approach
Andrea Bondesan, Antonio Piralla, Elena Ballante +4
A pipeline to evaluate the evolution of viral dynamics based on a new model-driven approach has been developed in the present study. The proposed methods exploit real data and the…
stat.ME2025
Generalized Bayesian Ensemble Survival Tree (GBEST) model
Elena Ballante, Pietro Muliere, Silvia Figini
This paper proposes a new class of predictive models for survival analysis called Generalized Bayesian Ensemble Survival Tree (GBEST). It is well known that survival analysis poses…
stat.ML2024
A Bayesian Approach to Clustering via the Proper Bayesian Bootstrap: the Bayesian Bagged Clustering (BBC) algorithm
Federico Maria Quetti, Silvia Figini, Elena ballante
The paper presents a novel approach for unsupervised techniques in the field of clustering. A new method is proposed to enhance existing literature models using the proper Bayesian…