Agustín Mayo-Íscar

39 papers Journal 35Unranked 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
2025 J jnl
Editorial: Statistical/soft approaches and computing for data analysis and classification.
Int. J. Approx. Reason.
Alfonso Gordaliza, Agustín Mayo-Íscar, María Asunción Lubiano, Beatriz Sinova
2024 J jnl
Clinical phenotypes and short-term outcomes based on prehospital point-of-care testing and on-scene vital signs.
npj Digit. Medicine
Raúl López-Izquierdo, Carlos del Pozo Vegas, Ancor Sanz-García, Agustín Mayo-Íscar, Miguel Ángel Castro Villamor, Eduardo Silva Alvarado, Santos Gracia Villar, Luis Alonso Dzul López, Silvia Aparicio Obregon, Rubén Calderon Iglesias, Joan B. Soriano, Francisco Martín-Rodríguez
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
Novel Prehospital Phenotypes and Outcomes in Adult-Patients with Acute Disease.
J. Medical Syst.
Francisco Martín-Rodríguez, Raúl López-Izquierdo, Ancor Sanz-García, Carlos del Pozo Vegas, Miguel Ángel Castro Villamor, Agustín Mayo-Íscar, José Luis Martín-Conty, Guillermo J. Ortega
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
Time Series, Spectral Densities and Robust Functional Clustering.
Neural Process. Lett.
Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Íscar, Joaquín Ortega
2020 J jnl
optimalFlow: optimal transport approach to flow cytometry gating and population matching.
BMC Bioinform.
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes, Carlos Matrán, Agustín Mayo-Íscar
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
2019 J jnl
Robust clustering tools based on optimal transportation.
Stat. Comput.
Eustasio del Barrio, Juan Antonio Cuesta-Albertos, Carlos Matrán, Agustín Mayo-Íscar
2019 J jnl
Special issue on "Advances on model-based clustering and classification" - Preface by the Guest Editors.
Adv. Data Anal. Classif.
Sylvia Frühwirth-Schnatter, Salvatore Ingrassia, Agustín Mayo-Íscar
2019 J jnl
optimalFlow: Optimal-transport approach to flow cytometry gating and population matching.
CoRR
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes, Carlos Matrán, Agustín Mayo-Íscar
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
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
Robust clusterwise linear regression through trimming.
Comput. Stat. Data Anal.
Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar, Roberto San Martin