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Elena Ballante

Department of Mathematics, University of Pavia, Pavia

4 papers hereh-index 9396 citations29 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • q-bio.PE1
  • stat.ML1
affiliations
  • Department of Mathematics, University of Pavia, Pavia
  • BioData Science Unit, IRCCS Mondino Foundation, Pavia

identity via Semantic Scholar / OpenAlex

activity
20202025
collaborators
Showing stat.MEShow all

2 papers · 1 filter

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.ME2020

A new approach in model selection for ordinal target variables

Elena Ballante, Pierpaolo Uberti, Silvia Figini

This paper introduces a novel approach to assess model performance for predictive models characterized by an ordinal target variable in order to satisfy the lack of suitable tools…

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