Publicaciones (87) Publicaciones de LUIS ANGEL GARCIA ESCUDERO

2024

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

    Advances in Data Analysis and Classification

2023

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

    Statistics and Computing, Vol. 33, Núm. 6

  2. Graphical and Computational Tools to Guide Parameter Choice for the Cluster Weighted Robust Model

    Journal of Computational and Graphical Statistics, Vol. 32, Núm. 3, pp. 1195-1214

  3. Old and New Constraints in Model Based Clustering

    Studies in Classification, Data Analysis, and Knowledge Organization

2022

  1. Constrained parsimonious model-based clustering

    Statistics and Computing, Vol. 32, Núm. 1

  2. 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, Vol. 13

  3. Robust clustering of functional directional data

    Advances in Data Analysis and Classification, Vol. 16, Núm. 1, pp. 181-199

2021

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

    Information Sciences, Vol. 573, pp. 100-124

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

    Applied Sciences (Switzerland), Vol. 11, Núm. 9

  3. In Patients With Obesity, the Number of Adipose Tissue Mast Cells Is Significantly Lower in Subjects With Type 2 Diabetes

    Frontiers in Immunology, Vol. 12

  4. Parameter Choice, Stability and Validity for Robust Cluster Weighted Modeling

    STATS, Vol. 4, Núm. 3, pp. 602-615

2020

  1. Model-based clustering with determinant-and-shape constraint

    Statistics and Computing, Vol. 30, Núm. 5, pp. 1363-1380

  2. Special issue on “Innovations on model based clustering and classification”

    Advances in Data Analysis and Classification

  3. Stationary intervals for random waves by functional clustering of spectral densities

    Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE

  4. Time Series, Spectral Densities and Robust Functional Clustering

    Neural Processing Letters, Vol. 52, Núm. 1, pp. 135-152

2019

  1. Analysis of real crashes against metal roadside barriers

    PLoS ONE, Vol. 14, Núm. 2

  2. Robust clustering for functional data based on trimming and constraints

    Advances in Data Analysis and Classification, Vol. 13, Núm. 1, pp. 201-225

  3. Statistical Study of Combustion Characteristics and Optimal Operation Factor Determination in an Emulsion Burner Fueled with Vegetable Oils

    Energy and Fuels

  4. Variables influencing pre-service teacher training in education for sustainable development: A case study of two Spanish universities

    Sustainability (Switzerland), Vol. 11, Núm. 16

2018

  1. A reweighting approach to robust clustering

    Statistics and Computing, Vol. 28, Núm. 2, pp. 477-493