Valeria Vitelli

About Valeria Vitelli

Valeria Vitelli, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at Universitetet i Oslo, specializes in the field of preference learning, functional data analysis, clustering, high-dimensional data, Bayesian methods.

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

A Weibull Mixture Cure Frailty Model for High-dimensional Covariates

A novel framework for joint sparse clustering and alignment of functional data

Rank-based Bayesian clustering via covariate-informed Mallows mixtures

Transcriptomic pan‐cancer analysis using rank‐based Bayesian inference

Epigenetic alterations at distal enhancers are linked to proliferation in human breast cancer

Autofluorescence imaging in the long-term follow-up of scleral buckling surgery for retinal detachment

Factors associated with care trajectory following acute functional decline in older home nursing care patients: a prospective observational study

A Nonparametric Algorithm for Spatially Dependent Functional Data: Bagging Voronoi for Clustering, Dimensional Reduction, and Regression

Valeria Vitelli Information

University

Position

Associate Professor Department of Biostatistics Norway

Citations(all)

1773

Citations(since 2020)

1166

Cited By

1062

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

35

i10Index(since 2020)

29

Email

University Profile Page

Google Scholar

Valeria Vitelli Skills & Research Interests

preference learning

functional data analysis

clustering

high-dimensional data

Bayesian methods

Top articles of Valeria Vitelli

A Weibull Mixture Cure Frailty Model for High-dimensional Covariates

arXiv preprint arXiv:2401.06575

2024/1/12

Valeria Vitelli
Valeria Vitelli

H-Index: 17

A novel framework for joint sparse clustering and alignment of functional data

Journal of Nonparametric Statistics

2024/1/2

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Rank-based Bayesian clustering via covariate-informed Mallows mixtures

arXiv preprint arXiv:2312.12966

2023/12/20

Arnoldo Frigessi
Arnoldo Frigessi

H-Index: 25

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Transcriptomic pan‐cancer analysis using rank‐based Bayesian inference

Molecular oncology

2023/4

Epigenetic alterations at distal enhancers are linked to proliferation in human breast cancer

NAR cancer

2022/3/1

Autofluorescence imaging in the long-term follow-up of scleral buckling surgery for retinal detachment

Journal of ophthalmology

2022/2/27

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Factors associated with care trajectory following acute functional decline in older home nursing care patients: a prospective observational study

Home Health Care Management & Practice

2022/2

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Marit Kirkevold
Marit Kirkevold

H-Index: 44

A Nonparametric Algorithm for Spatially Dependent Functional Data: Bagging Voronoi for Clustering, Dimensional Reduction, and Regression

Geostatistical Functional Data Analysis

2022/1/18

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Simone Vantini
Simone Vantini

H-Index: 17

Quantitative proteomics reveals protein dysregulation during T cell activation in multiple sclerosis patients compared to healthy controls

Clinical Proteomics

2022/12

Rank‐based Bayesian variable selection for genome‐wide transcriptomic analyses

Statistics in Medicine

2022/10/15

Thomas Fleischer
Thomas Fleischer

H-Index: 15

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Endometrial carcinoma: molecular cytogenetics and transcriptomic profile

Cancers

2022/7/20

Marta Brunetti
Marta Brunetti

H-Index: 7

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Pseudo-Mallows for Efficient Probabilistic Preference Learning

arXiv preprint arXiv:2205.13911

2022/5/27

Global DNA methylation changes in treated and untreated MS patients measured over time

Journal of Neuroimmunology

2022/3/15

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Regional performance variation in external validation of four prediction models for severity of COVID-19 at hospital admission: An observational multi-centre cohort study

PLoS One

2021/8

Characterization of lipids in saliva, tears and minor salivary glands of Sjögren’s syndrome patients using an HPLC/MS-based approach

International Journal of Molecular Sciences

2021/8/20

Xiangjun Chen
Xiangjun Chen

H-Index: 2

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Tear film break-up time and dry eye disease severity in a large Norwegian cohort

Journal of Clinical Medicine

2021/2/22

Xiangjun Chen
Xiangjun Chen

H-Index: 2

Valeria Vitelli
Valeria Vitelli

H-Index: 17

BayesMallows: Bayesian Preference Learning with the Mallows Rank Model

2021

Øystein Sørensen
Øystein Sørensen

H-Index: 8

Valeria Vitelli
Valeria Vitelli

H-Index: 17

CD8+ T cell gene expression analysis identifies differentially expressed genes between multiple sclerosis patients and healthy controls

Multiple Sclerosis Journal

2020/12/9

Valeria Vitelli
Valeria Vitelli

H-Index: 17

Latent function-on-scalar regression models for observed sequences of binary data: a restricted likelihood approach

arXiv preprint arXiv:2012.02635

2020/12/4

Fatemeh Asgari
Fatemeh Asgari

H-Index: 1

Valeria Vitelli
Valeria Vitelli

H-Index: 17

NEWS2 versus a single-parameter system to identify critically ill medical patients in the emergency department

Resuscitation Plus

2020/9/1

Valeria Vitelli
Valeria Vitelli

H-Index: 17

See List of Professors in Valeria Vitelli University(Universitetet i Oslo)

Co-Authors

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