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2020 – today
- 2024
[j36]Luis Angel García-Escudero, Salvatore Ingrassia, Thomas Brendan Murphy:
Special issue on "advances in models and learning for clustering and classification". Adv. Data Anal. Classif. 18(1): 1-4 (2024)- [j35]Paula Brito, Andrea Cerioli, Luis Angel García-Escudero, Gilbert Saporta:
Special issue on "New methodologies in clustering and classification for complex and/or big data". Adv. Data Anal. Classif. 18(3): 539-543 (2024) - 2023
- [j34]Andrea Cappozzo
, Luis Angel García-Escudero, Francesca Greselin, Agustín Mayo-Íscar:
Graphical and Computational Tools to Guide Parameter Choice for the Cluster Weighted Robust Model. J. Comput. Graph. Stat. 32(3): 1195-1214 (2023) - [j33]Lucio Barabesi, Andrea Cerioli, Luis Angel García-Escudero, Agustín Mayo-Íscar:
Consistency factor for the MCD estimator at the Student-t distribution. Stat. Comput. 33(6): 132 (2023) - 2022
- [j32]Pedro C. Álvarez-Esteban, Luis Angel García-Escudero:
Robust clustering of functional directional data. Adv. Data Anal. Classif. 16(1): 181-199 (2022) - [j31]Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani:
Constrained parsimonious model-based clustering. Stat. Comput. 32(1): 2 (2022) - 2021
- [j30]Pierpaolo D'Urso, Luis Angel García-Escudero, Livia De Giovanni, Vincenzina Vitale, Agustín Mayo-Íscar:
Robust fuzzy clustering of time series based on B-splines. Int. J. Approx. Reason. 136: 223-246 (2021) - [j29]Luis Angel García-Escudero, Diego Rivera-García, Agustín Mayo-Íscar, Joaquín Ortega:
Cluster analysis with cellwise trimming and applications for the robust clustering of curves. Inf. Sci. 573: 100-124 (2021) - 2020
- [j28]Christophe Biernacki, Luis Angel García-Escudero, Salvatore Ingrassia:
Special issue on "Innovations on model based clustering and classification". Adv. Data Anal. Classif. 14(2): 231-234 (2020) - [j27]Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Íscar, Joaquín Ortega:
Time Series, Spectral Densities and Robust Functional Clustering. Neural Process. Lett. 52(1): 135-152 (2020) - [j26]Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani:
Model-based clustering with determinant-and-shape constraint. Stat. Comput. 30(5): 1363-1380 (2020)
2010 – 2019
- 2019
- [j25]Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Íscar, Joaquín Ortega:
Robust clustering for functional data based on trimming and constraints. Adv. Data Anal. Classif. 13(1): 201-225 (2019) - 2018
- [j24]Luis Angel García-Escudero, Alfonso Gordaliza, Francesca Greselin, Salvatore Ingrassia, Agustín Mayo-Íscar:
Eigenvalues and constraints in mixture modeling: geometric and computational issues. Adv. Data Anal. Classif. 12(2): 203-233 (2018) - [j23]Luis Angel García-Escudero, Francesca Greselin, Agustín Mayo-Íscar:
Robust, fuzzy, and parsimonious clustering, based on mixtures of Factor Analyzers. Int. J. Approx. Reason. 94: 60-75 (2018) - [j22]Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar:
A reweighting approach to robust clustering. Stat. Comput. 28(2): 477-493 (2018) - [j21]Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar:
Comments on "The power of monitoring: how to make the most of a contaminated multivariate sample". Stat. Methods Appl. 27(4): 605-608 (2018) - 2017
- [j20]Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar:
A fuzzy approach to robust regression clustering. Adv. Data Anal. Classif. 11(4): 691-710 (2017) - [j19]Luis Angel García-Escudero, Agustín Mayo-Íscar, Clara I. Sánchez-Gutiérrez:
Fitting parabolas in noisy images. Comput. Stat. Data Anal. 112: 80-87 (2017) - [j18]Luis Angel García-Escudero, Alfonso Gordaliza, Francesca Greselin, Salvatore Ingrassia, Agustín Mayo-Íscar:
Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. Stat. Comput. 27(2): 377-402 (2017) - [c3]Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Íscar, Joaquín Ortega:
Robust Clustering for Time Series Using Spectral Densities and Functional Data Analysis. IWANN (2) 2017: 142-153 - 2016
- [j17]Luis Angel García-Escudero, Alfonso Gordaliza, Francesca Greselin, Salvatore Ingrassia, Agustín Mayo-Íscar:
The joint role of trimming and constraints in robust estimation for mixtures of Gaussian factor analyzers. Comput. Stat. Data Anal. 99: 131-147 (2016) - [c2]Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar:
Robust Fuzzy Clustering via Trimming and Constraints. SMPS 2016: 197-204 - [c1]Luis Angel García-Escudero, Francesca Greselin, Agustín Mayo-Íscar:
Fuzzy Clustering Through Robust Factor Analyzers. SMPS 2016: 229-235 - 2015
- [j16]Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar:
Avoiding spurious local maximizers in mixture modeling. Stat. Comput. 25(3): 619-633 (2015) - [j15]Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar:
Comments on: Multivariate functional outlier detection. Stat. Methods Appl. 24(2): 233-235 (2015) - 2014
- [j14]Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar:
A constrained robust proposal for mixture modeling avoiding spurious solutions. Adv. Data Anal. Classif. 8(1): 27-43 (2014) - 2013
- [j13]Heinrich Fritz, Luis Angel García-Escudero, Agustín Mayo-Íscar:
A fast algorithm for robust constrained clustering. Comput. Stat. Data Anal. 61: 124-136 (2013) - [j12]Heinrich Fritz, Luis Angel García-Escudero, Agustín Mayo-Íscar:
Robust constrained fuzzy clustering. Inf. Sci. 245: 38-52 (2013) - [j11]Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar:
Comments on: model-based clustering and classification with non-normal mixture distributions. Stat. Methods Appl. 22(4): 459-461 (2013) - [p1]Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar:
Grouping Around Different Dimensional Affine Subspaces. Statistical Models for Data Analysis 2013: 131-139 - 2012
- [j10]Christel Ruwet, Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar:
The influence function of the TCLUST robust clustering procedure. Adv. Data Anal. Classif. 6(2): 107-130 (2012) - 2011
- [j9]Luis Angel García-Escudero, Oscar Duque-Perez, Daniel Morinigo-Sotelo, Marcelo Perez-Alonso:
Robust condition monitoring for early detection of broken rotor bars in induction motors. Expert Syst. Appl. 38(3): 2653-2660 (2011) - [j8]Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar:
Exploring the number of groups in robust model-based clustering. Stat. Comput. 21(4): 585-599 (2011) - 2010
- [j7]Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar:
A review of robust clustering methods. Adv. Data Anal. Classif. 4(2-3): 89-109 (2010) - [j6]Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar, Roberto San Martin:
Robust clusterwise linear regression through trimming. Comput. Stat. Data Anal. 54(12): 3057-3069 (2010) - [j5]Daniel Morinigo-Sotelo, Luis Angel García-Escudero, Oscar Duque-Perez, Marcelo Perez-Alonso:
Practical Aspects of Mixed-Eccentricity Detection in PWM Voltage-Source-Inverter-Fed Induction Motors. IEEE Trans. Ind. Electron. 57(1): 252-262 (2010)
2000 – 2009
- 2008
- [j4]Luis Angel García-Escudero, Miguel Alejandro Fernández, Oscar Duque, Angel Luis Zorita-Lamadrid:
Warning procedures for systems that are improving. Qual. Reliab. Eng. Int. 24(4): 377-387 (2008) - 2007
- [j3]Luis Angel García-Escudero, Alfonso Gordaliza:
The importance of the scales in heterogeneous robust clustering. Comput. Stat. Data Anal. 51(9): 4403-4412 (2007) - 2005
- [j2]Luis Angel García-Escudero, Alfonso Gordaliza:
A Proposal for Robust Curve Clustering. J. Classif. 22(2): 185-201 (2005) - [j1]Luis Angel García-Escudero, Miguel Alejandro Fernández, Oscar Duque, Angel Luis Zorita-Lamadrid:
Assessing trends in Duane plots using robust fits. Reliab. Eng. Syst. Saf. 90(1): 106-113 (2005)
Coauthor Index
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last updated on 2024-09-26 00:59 CEST by the dblp team
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