Francesca Chiaromonte

Francesca Chiaromonte

Penn State University

H-index: 49

North America-United States

About Francesca Chiaromonte

Francesca Chiaromonte, With an exceptional h-index of 49 and a recent h-index of 29 (since 2020), a distinguished researcher at Penn State University, specializes in the field of Statistics, Genomics, Bioinformatics, Meteorology, Economics.

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

Methylation profiles at birth linked to early childhood obesity

White-box validation of quantitative product lines by statistical model checking and process mining

Accurate sequencing of DNA motifs able to form alternative (non-B) structures

An efficient approach to characterize spatio-temporal dependence in cortical surface fMRI data

Raided by the storm: how three decades of thunderstorms shaped US incomes and wages

Towards Novel Statistical Methods for Anomaly Detection in Industrial Processes

Contrasting pre-vaccine COVID-19 waves in Italy through Functional Data Analysis

FAStEN: an efficient adaptive method for feature selection and estimation in high-dimensional functional regressions

Francesca Chiaromonte Information

University

Position

Professor of Statistics Sant'Anna School of Advanced Studies

Citations(all)

22220

Citations(since 2020)

5049

Cited By

19611

hIndex(all)

49

hIndex(since 2020)

29

i10Index(all)

78

i10Index(since 2020)

56

Email

University Profile Page

Penn State University

Google Scholar

View Google Scholar Profile

Francesca Chiaromonte Skills & Research Interests

Statistics

Genomics

Bioinformatics

Meteorology

Economics

Top articles of Francesca Chiaromonte

Title

Journal

Author(s)

Publication Date

Methylation profiles at birth linked to early childhood obesity

Journal of Developmental Origins of Health and Disease

Delphine Lariviere

Sarah JC Craig

Ian M Paul

Emily E Hohman

Jennifer S Savage

...

2024/1

White-box validation of quantitative product lines by statistical model checking and process mining

Journal of Systems and Software

Roberto Casaluce

Andrea Burattin

Francesca Chiaromonte

Alberto Lluch Lafuente

Andrea Vandin

2024/4/1

Accurate sequencing of DNA motifs able to form alternative (non-B) structures

Genome research

Matthias H Weissensteiner

Marzia A Cremona

Wilfried M Guiblet

Nicholas Stoler

Robert S Harris

...

2023/6/1

An efficient approach to characterize spatio-temporal dependence in cortical surface fMRI data

arXiv preprint arXiv:2312.16346

Huy Dang

Marzia Cremona

Nicole Lazar

Francesca Chiaromonte

2023/12/26

Raided by the storm: how three decades of thunderstorms shaped US incomes and wages

Matteo Coronese

Federico Crippa

Francesco Lamperti

Francesca Chiaromonte

Andrea Roventini

2023/11/8

Towards Novel Statistical Methods for Anomaly Detection in Industrial Processes

Simone Tonini

Fernando Barsacchi

Francesca Chiaromonte

Daniele Licari

Andrea Vandin

2023/4/15

Contrasting pre-vaccine COVID-19 waves in Italy through Functional Data Analysis

arXiv preprint arXiv:2307.09820

Tobia Boschi

Jacopo Di Iorio

Lorenzo Testa

Marzia A Cremona

Francesca Chiaromonte

2023/7/19

FAStEN: an efficient adaptive method for feature selection and estimation in high-dimensional functional regressions

arXiv preprint arXiv:2303.14801

Tobia Boschi

Lorenzo Testa

Francesca Chiaromonte

Matthew Reimherr

2023/3/26

Probabilistic K-means with Local Alignment for Clustering and Motif Discovery in Functional Data

Journal of Computational and Graphical Statistics

Marzia A Cremona

Francesca Chiaromonte

2023/7/3

Constructing a polygenic risk score for childhood obesity using functional data analysis

Econometrics and statistics

Sarah JC Craig

Ana M Kenney

Junli Lin

Ian M Paul

Leann L Birch

...

2023/1/1

funBIalign: a hierachical algorithm for functional motif discovery based on mean squared residue scores

arXiv preprint arXiv:2306.04254

Jacopo Di Iorio

Marzia A Cremona

Francesca Chiaromonte

2023/6/7

Covariate information number for feature screening in ultrahigh-dimensional supervised problems

Journal of the American Statistical Association

Debmalya Nandy

Francesca Chiaromonte

Runze Li

2022/9/14

Honey bee colony loss linked to parasites, pesticides and extreme weather across the United States

Scientific reports

Luca Insolia

Roberto Molinari

Stephanie R Rogers

Geoffrey R Williams

Francesca Chiaromonte

...

2022/12/1

Metabolomic profiling of stool of two‐year old children from the INSIGHT study reveals links between butyrate and child weight outcomes

Pediatric obesity

Debmalya Nandy

Sarah JC Craig

Jingwei Cai

Yuan Tian

Ian M Paul

...

2022/1

smoothEM: a new approach for the simultaneous assessment of smooth patterns and spikes

arXiv preprint arXiv:2206.05718

Huy Dang

Marzia Cremona

Francesca Chiaromonte

2022/6/12

Epsilon Consistent Mixup: Structural regularization with an adaptive consistency‐interpolation trade‐off

Stat

Vincent Pisztora

Yanglan Ou

Xiaolei Huang

Francesca Chiaromonte

Jia Li

2022/12

Process mining meets statistical model checking: Towards a novel approach to model validation and enhancement

Roberto Casaluce

Andrea Burattin

Francesca Chiaromonte

Andrea Vandin

2022/9/11

Advanced age increases frequencies of de novo mitochondrial mutations in macaque oocytes and somatic tissues

Proceedings of the National Academy of Sciences of the United States of America

Barbara Arbeithuber

Marzia A Cremona

James Hester

Alison Barrett

Bonnie Higgins

...

2022/4/12

Simultaneous feature selection and outlier detection with optimality guarantees

Biometrics

Luca Insolia

Ana Kenney

Francesca Chiaromonte

Giovanni Felici

2022/12

On the impact of serial dependence on penalized regression methods

arXiv preprint arXiv:2208.00727

Simone Tonini

Francesca Chiaromonte

Alessandro Giovannelli

2022/8/1

See List of Professors in Francesca Chiaromonte University(Penn State University)

Co-Authors

H-index: 189
David Haussler

David Haussler

University of California, Santa Cruz

H-index: 102
Webb Miller

Webb Miller

Penn State University

H-index: 92
Ross C. Hardison

Ross C. Hardison

Penn State University

H-index: 77
R. Dennis Cook

R. Dennis Cook

University of Minnesota-Twin Cities

H-index: 57
Ian M Paul

Ian M Paul

Penn State University

H-index: 57
Kateryna Makova

Kateryna Makova

Penn State University

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