Luis Angel Garcia Escudero

Luis Angel Garcia Escudero

Universidad de Valladolid

H-index: 25

Europe-Spain

About Luis Angel Garcia Escudero

Luis Angel Garcia Escudero, With an exceptional h-index of 25 and a recent h-index of 18 (since 2020), a distinguished researcher at Universidad de Valladolid, specializes in the field of Análisis Multivariante de Datos, Robustez, Fiabilidad.

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

Package ‘tclust’

Special issue on “advances in models and learning for clustering and classification”

Choice of trimming proportion and number of clusters in robust clustering based on trimming

Graphical and computational tools to guide parameter choice for the cluster weighted robust model

Robust estimation and clustering under heavy tails

Consistency factor for the MCD estimator at the Student-t distribution

Building Bridges Between Soft and Statistical Methodologies for Data Science

Old and New Constraints in Model Based Clustering

Luis Angel Garcia Escudero Information

University

Position

Profesor de Estadística e Investigación Operativa

Citations(all)

2489

Citations(since 2020)

1079

Cited By

1814

hIndex(all)

25

hIndex(since 2020)

18

i10Index(all)

44

i10Index(since 2020)

32

Email

University Profile Page

Universidad de Valladolid

Google Scholar

View Google Scholar Profile

Luis Angel Garcia Escudero Skills & Research Interests

Análisis Multivariante de Datos

Robustez

Fiabilidad

Top articles of Luis Angel Garcia Escudero

Title

Journal

Author(s)

Publication Date

Package ‘tclust’

Agustin Mayo Iscar

Luis Angel Garcia Escudero

Heinrich Fritz

Maintainer Valentin Todorov

2024/2/9

Special issue on “advances in models and learning for clustering and classification”

Luis-Angel García-Escudero

Salvatore Ingrassia

T Brendan Murphy

2024/2/27

Choice of trimming proportion and number of clusters in robust clustering based on trimming

arXiv preprint arXiv:2309.08468

Luis Angel García-Escudero

Christian Hennig

Agustín Mayo-Iscar

Gianluca Morelli

Marco Riani

2023/9/15

Graphical and computational tools to guide parameter choice for the cluster weighted robust model

Journal of Computational and Graphical Statistics

Andrea Cappozzo

Luis Angel García-Escudero

Francesca Greselin

Agustín Mayo-Iscar

2023/7/3

Robust estimation and clustering under heavy tails

Book of Abstracts

L Barabesi

A Cerioli

LA Garcıa-Escudero

A Mayo-Iscar

2023

Consistency factor for the MCD estimator at the Student-t distribution

Statistics and Computing

Lucio Barabesi

Andrea Cerioli

Luis Angel García-Escudero

Agustín Mayo-Iscar

2023/12

Building Bridges Between Soft and Statistical Methodologies for Data Science

Luis A García-Escudero

Alfonso Gordaliza

Agustín Mayo

María Asunción Lubiano Gomez

Maria Angeles Gil

...

2022/8/24

Old and New Constraints in Model Based Clustering

Luis A García-Escudero

Agustín Mayo-Iscar

Gianluca Morelli

Marco Riani

2022/7/19

In obese patients with type 2 diabetes, mast cells in omental adipose tissue decrease the surface expression of CD45, CD117, CD203c, and fcϵRI

Frontiers in Endocrinology

David Lopez-Perez

Anaïs Redruello-Romero

Jesús Garcia-Rubio

Carlos Arana

Luis A Garcia-Escudero

...

2022/3/15

Robust clustering of functional directional data

Advances in Data Analysis and Classification

Pedro C Álvarez-Esteban

Luis A García-Escudero

2022/3

Advances in Robust Constrained Model Based Clustering

Luis A García-Escudero

Agustín Mayo-Iscar

Gianluca Morelli

Marco Riani

2022/8/25

Constrained parsimonious model-based clustering

Statistics and Computing

Luis A García-Escudero

Agustín Mayo-Iscar

Marco Riani

2022/2/15

Monitoring Tools in Robust CWM for the Analysis of Crime Data

Andrea Cappozzo

Luis Angel García-Escudero

Francesca Greselin

Agustín Mayo-Iscar

2022/8/25

Monitoring Hyperparameter Choice for Robust Cluster Weighted Model

Andrea Cappozzo

L García-Escudero

Francesca Greselin

Agustín Mayo-Iscar

2022

Exploring solutions via monitoring for cluster weighted robust models

PROCEEDINGS E REPORT

Andrea Cappozzo

L Garcìa-Escudero

Francesca Greselin

Agustın Mayo-Iscar

2021

Robust fuzzy clustering of time series based on B-splines

International Journal of Approximate Reasoning

Pierpaolo D'Urso

Luis A García-Escudero

Livia De Giovanni

Vincenzina Vitale

Agustín Mayo-Iscar

2021/9/1

Cluster analysis with cellwise trimming and applications for the robust clustering of curves

Information Sciences

Luis Angel García-Escudero

Diego Rivera-García

Agustín Mayo-Íscar

Joaquín Ortega

2021/9/1

Parameter choice, stability and validity for robust cluster weighted modeling

Stats

Andrea Cappozzo

Luis Angel García Escudero

Francesca Greselin

Agustín Mayo-Iscar

2021/7/6

In patients with obesity, the number of adipose tissue mast cells is significantly lower in subjects with type 2 diabetes

Frontiers in immunology

David Lopez-Perez

Anaïs Redruello-Romero

Jesús Garcia-Rubio

Carlos Arana

Luis A Garcia-Escudero

...

2021

Diagnosis of broken rotor bars during the startup of inverter-fed induction motors using the dragon transform and functional ANOVA

Applied Sciences

Vanesa Fernandez-Cavero

Luis A García-Escudero

Joan Pons-Llinares

Miguel A Fernández-Temprano

Oscar Duque-Perez

...

2021/4/22

See List of Professors in Luis Angel Garcia Escudero University(Universidad de Valladolid)

Co-Authors

H-index: 59
Alessio Farcomeni

Alessio Farcomeni

Università degli Studi di Roma Tor Vergata

H-index: 35
Agustin Mayo-Iscar

Agustin Mayo-Iscar

Universidad de Valladolid

H-index: 28
Oscar Duque-Perez

Oscar Duque-Perez

Universidad de Valladolid

H-index: 27
Carlos Matran

Carlos Matran

Universidad de Valladolid

H-index: 27
Daniel Morinigo-Sotelo

Daniel Morinigo-Sotelo

Universidad de Valladolid

H-index: 22
Salvatore Ingrassia

Salvatore Ingrassia

Università degli Studi di Catania

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