Luis Angel García-Escudero

42 papers Journal 38Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust distances and multivariate outlier detection under heavy tails.
Stat. Comput.
Lucio Barabesi, Andrea Cerioli, Luis Angel García-Escudero, Agustín Mayo-Íscar, Domenico Perrotta, Francesca Torti
2025 J jnl
Cellwise Outlier Detection in Heterogeneous Populations.
Technometrics
Giorgia Zaccaria, Luis Angel García-Escudero, Francesca Greselin, Agustín Mayo-Íscar
2024 J jnl
Special issue on "New methodologies in clustering and classification for complex and/or big data".
Adv. Data Anal. Classif.
Paula Brito, Andrea Cerioli, Luis Angel García-Escudero, Gilbert Saporta
2024 J jnl
Special issue on "advances in models and learning for clustering and classification".
Adv. Data Anal. Classif.
Luis Angel García-Escudero, Salvatore Ingrassia, Thomas Brendan Murphy
2023 J jnl
Consistency factor for the MCD estimator at the Student-t distribution.
Stat. Comput.
Lucio Barabesi, Andrea Cerioli, Luis Angel García-Escudero, Agustín Mayo-Íscar
2023 J jnl
Graphical and Computational Tools to Guide Parameter Choice for the Cluster Weighted Robust Model.
J. Comput. Graph. Stat.
Andrea Cappozzo, Luis Angel García-Escudero, Francesca Greselin, Agustín Mayo-Íscar
2022 J jnl
Constrained parsimonious model-based clustering.
Stat. Comput.
Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani
2022 J jnl
Robust clustering of functional directional data.
Adv. Data Anal. Classif.
Pedro C. Álvarez-Esteban, Luis Angel García-Escudero
2021 J jnl
Cluster analysis with cellwise trimming and applications for the robust clustering of curves.
Inf. Sci.
Luis Angel García-Escudero, Diego Rivera-García, Agustín Mayo-Íscar, Joaquín Ortega
2021 J jnl
Robust fuzzy clustering of time series based on B-splines.
Int. J. Approx. Reason.
Pierpaolo D'Urso, Luis Angel García-Escudero, Livia De Giovanni, Vincenzina Vitale, Agustín Mayo-Íscar
2020 J jnl
Model-based clustering with determinant-and-shape constraint.
Stat. Comput.
Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani
2020 J jnl
Special issue on "Innovations on model based clustering and classification".
Adv. Data Anal. Classif.
Christophe Biernacki, Luis Angel García-Escudero, Salvatore Ingrassia
2020 J jnl
Time Series, Spectral Densities and Robust Functional Clustering.
Neural Process. Lett.
Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Íscar, Joaquín Ortega
2019 J jnl
Robust clustering for functional data based on trimming and constraints.
Adv. Data Anal. Classif.
Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Íscar, Joaquín Ortega
2018 J jnl
A reweighting approach to robust clustering.
Stat. Comput.
Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar
2018 J jnl
Comments on "The power of monitoring: how to make the most of a contaminated multivariate sample".
Stat. Methods Appl.
Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar
2018 J jnl
Eigenvalues and constraints in mixture modeling: geometric and computational issues.
Adv. Data Anal. Classif.
Luis Angel García-Escudero, Alfonso Gordaliza, Francesca Greselin, Salvatore Ingrassia, Agustín Mayo-Íscar
2018 J jnl
Robust, fuzzy, and parsimonious clustering, based on mixtures of Factor Analyzers.
Int. J. Approx. Reason.
Luis Angel García-Escudero, Francesca Greselin, Agustín Mayo-Íscar
2017 J jnl
A fuzzy approach to robust regression clustering.
Adv. Data Anal. Classif.
Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar
2017 J jnl
Fitting parabolas in noisy images.
Comput. Stat. Data Anal.
Luis Angel García-Escudero, Agustín Mayo-Íscar, Clara I. Sánchez-Gutiérrez
2017 — conf
Robust Clustering for Time Series Using Spectral Densities and Functional Data Analysis.
IWANN (2)
Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Íscar, Joaquín Ortega
2017 J jnl
Robust estimation of mixtures of regressions with random covariates, via trimming and constraints.
Stat. Comput.
Luis Angel García-Escudero, Alfonso Gordaliza, Francesca Greselin, Salvatore Ingrassia, Agustín Mayo-Íscar
2016 — conf
Fuzzy Clustering Through Robust Factor Analyzers.
SMPS
Luis Angel García-Escudero, Francesca Greselin, Agustín Mayo-Íscar
2016 — conf
Robust Fuzzy Clustering via Trimming and Constraints.
SMPS
Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar
2016 J jnl
The joint role of trimming and constraints in robust estimation for mixtures of Gaussian factor analyzers.
Comput. Stat. Data Anal.
Luis Angel García-Escudero, Alfonso Gordaliza, Francesca Greselin, Salvatore Ingrassia, Agustín Mayo-Íscar
2015 J jnl
Avoiding spurious local maximizers in mixture modeling.
Stat. Comput.
Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar
2015 J jnl
Comments on: Multivariate functional outlier detection.
Stat. Methods Appl.
Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar
2014 J jnl
A constrained robust proposal for mixture modeling avoiding spurious solutions.
Adv. Data Anal. Classif.
Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar
2013 J jnl
A fast algorithm for robust constrained clustering.
Comput. Stat. Data Anal.
Heinrich Fritz, Luis Angel García-Escudero, Agustín Mayo-Íscar
2013 J jnl
Comments on: model-based clustering and classification with non-normal mixture distributions.
Stat. Methods Appl.
Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar
2013 — ch.
Grouping Around Different Dimensional Affine Subspaces.
Statistical Models for Data Analysis
Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar
2013 J jnl
Robust constrained fuzzy clustering.
Inf. Sci.
Heinrich Fritz, Luis Angel García-Escudero, Agustín Mayo-Íscar
2012 J jnl
The influence function of the TCLUST robust clustering procedure.
Adv. Data Anal. Classif.
Christel Ruwet, Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar
2011 J jnl
Exploring the number of groups in robust model-based clustering.
Stat. Comput.
Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar
2011 J jnl
Robust condition monitoring for early detection of broken rotor bars in induction motors.
Expert Syst. Appl.
Luis Angel García-Escudero, Oscar Duque-Perez, Daniel Morinigo-Sotelo, Marcelo Perez-Alonso
2010 J jnl
A review of robust clustering methods.
Adv. Data Anal. Classif.
Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar
2010 J jnl
Practical Aspects of Mixed-Eccentricity Detection in PWM Voltage-Source-Inverter-Fed Induction Motors.
IEEE Trans. Ind. Electron.
Daniel Morinigo-Sotelo, Luis Angel García-Escudero, Oscar Duque-Perez, Marcelo Perez-Alonso
2010 J jnl
Robust clusterwise linear regression through trimming.
Comput. Stat. Data Anal.
Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar, Roberto San Martin
2008 J jnl
Warning procedures for systems that are improving.
Qual. Reliab. Eng. Int.
Luis Angel García-Escudero, Miguel Alejandro Fernández, Oscar Duque, Angel Luis Zorita-Lamadrid
2007 J jnl
The importance of the scales in heterogeneous robust clustering.
Comput. Stat. Data Anal.
Luis Angel García-Escudero, Alfonso Gordaliza
2005 J jnl
A Proposal for Robust Curve Clustering.
J. Classif.
Luis Angel García-Escudero, Alfonso Gordaliza
2005 J jnl
Assessing trends in Duane plots using robust fits.
Reliab. Eng. Syst. Saf.
Luis Angel García-Escudero, Miguel Alejandro Fernández, Oscar Duque, Angel Luis Zorita-Lamadrid