Giuliano Galimberti

Giuliano Galimberti

Università degli Studi di Bologna

H-index: 21

Europe-Italy

About Giuliano Galimberti

Giuliano Galimberti, With an exceptional h-index of 21 and a recent h-index of 16 (since 2020), a distinguished researcher at Università degli Studi di Bologna, specializes in the field of Statistics, Multivariate Analysis, Mixture Modelling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Identification of population‐informative markers from high‐density genotyping data through combined feature selection and machine learning algorithms: Application to European …

Machine learning methods to predict sea surface temperature and marine heatwave occurrence: a case study of the Mediterranean Sea

Identifying Brexit voting patterns in the British house of commons: an analysis based on Bayesian mixture models with flexible concomitant covariate effects

Comparative targeted metabolomic profiles of porcine plasma and serum

Semiparametric finite mixture of regression models with Bayesian P-splines

Southern Europe and western Asian marine heatwaves (SEWA-MHWs): a dataset based on macroevents

Mixtures of Probit Regression Models with Overlapping Clusters

Multivariate cluster-weighted models based on seemingly unrelated linear regression

Giuliano Galimberti Information

University

Position

Dept. of Statistical Sciences

Citations(all)

1612

Citations(since 2020)

905

Cited By

1064

hIndex(all)

21

hIndex(since 2020)

16

i10Index(all)

34

i10Index(since 2020)

26

Email

University Profile Page

Università degli Studi di Bologna

Google Scholar

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Giuliano Galimberti Skills & Research Interests

Statistics

Multivariate Analysis

Mixture Modelling

Top articles of Giuliano Galimberti

Title

Journal

Author(s)

Publication Date

Identification of population‐informative markers from high‐density genotyping data through combined feature selection and machine learning algorithms: Application to European …

Animal Genetics

Giuseppina Schiavo

Francesca Bertolini

Samuele Bovo

Giuliano Galimberti

María Muñoz

...

2024/1/8

Machine learning methods to predict sea surface temperature and marine heatwave occurrence: a case study of the Mediterranean Sea

Ocean Science

Giulia Bonino

Giuliano Galimberti

Simona Masina

Ronan McAdam

Emanuela Clementi

2024/3/22

Identifying Brexit voting patterns in the British house of commons: an analysis based on Bayesian mixture models with flexible concomitant covariate effects

Journal of the Royal Statistical Society Series C: Applied Statistics

Marco Berrettini

Giuliano Galimberti

Saverio Ranciati

Thomas Brendan Murphy

2024/2/12

Comparative targeted metabolomic profiles of porcine plasma and serum

animal

Samuele Bovo

Giuseppina Schiavo

Giuliano Galimberti

Flaminia Fanelli

Francesca Bertolini

...

2023/12/1

Semiparametric finite mixture of regression models with Bayesian P-splines

Advances in Data Analysis and Classification

Marco Berrettini

Giuliano Galimberti

Saverio Ranciati

2022/10/18

Southern Europe and western Asian marine heatwaves (SEWA-MHWs): a dataset based on macroevents

Earth System Science Data

Giulia Bonino

Simona Masina

Giuliano Galimberti

Matteo Moretti

2023/3/21

Mixtures of Probit Regression Models with Overlapping Clusters

Bayesian Analysis

Saverio Ranciati

Veronica Vinciotti

Ernst C Wit

Giuliano Galimberti

2023

Multivariate cluster-weighted models based on seemingly unrelated linear regression

Computational Statistics & Data Analysis

Cecilia Diani

Giuliano Galimberti

Gabriele Soffritti

2022/7/1

Package ‘rpartScore’

Giuliano Galimberti

Gabriele Soffritti

Matteo Di Maso

Maintainer Giuliano Galimberti

MASS Suggests

2022/5/25

Unravelling the genetic basis governing the porcine metabolism

S Bovo

G Schiavo

F Fanelli

A Ribani

F Bertolini

...

2022/12/31

Flexible Bayesian modelling of concomitant covariate effects in mixture models

arXiv preprint arXiv:2105.12852

Marco Berrettini

Giuliano Galimberti

Saverio Ranciati

Thomas Brendan Murphy

2021/5/26

Covariance matrix estimation of the maximum likelihood estimator in multivariate clusterwise linear regression

Statistical Methods & Applications

Giuliano Galimberti

Lorenzo Nuzzi

Gabriele Soffritti

2021/3

Seemingly unrelated clusterwise linear regression

Advances in Data Analysis and Classification

Giuliano Galimberti

Gabriele Soffritti

2020/6

A machine learning approach for the identification of population-informative markers from high-throughput genotyping data: application to several pig breeds

Tourism Management

Maria del Rocío Martinez-Torres

Sergio L Toral

2019/12/1

A note on the consistency of the maximum likelihood estimator under multivariate linear cluster-weighted models

Statistics & Probability Letters

Giuliano Galimberti

Gabriele Soffritti

2020/2/1

Targeted metabolomic profiles of piglet plasma reveal physiological changes over the suckling period

Livestock Science

Diana Luise

Samuele Bovo

Paolo Bosi

Flaminia Fanelli

Uberto Pagotto

...

2020/1/1

When size matters: The gonads of larger female yellowfin tuna (Thunnus albacares) have different fatty acid profiles compared to smaller individuals

Fisheries Research

C Pecoraro

I Zudaire

G Galimberti

M Romeo

H Murua

...

2020/12/1

See List of Professors in Giuliano Galimberti University(Università degli Studi di Bologna)