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García-Escudero, Luis Angel

Author ID: garcia-escudero.luis-angel Recent zbMATH articles by "García-Escudero, Luis Angel"
Published as: García-Escudero, L. A.; García-Escudero, Luis Angel; García-Escudero, Luis A.; Garcia-Escudero, Luis Angel; García Escudero, Luis Angel; García-Escudero, Luis Ángel; Garcia-Escudero, L. A.
External Links: MGP · ORCID

Publications by Year

Citations contained in zbMATH Open

35 Publications have been cited 491 times in 229 Documents Cited by Year
A general trimming approach to robust cluster analysis. Zbl 1360.62328
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustin
81
2008
Robustness properties of \(k\) means and trimmed \(k\) means. Zbl 1072.62547
García-Escudero, Luis Ángel; Gordaliza, Alfonso
46
1999
Robust clusterwise linear regression through trimming. Zbl 1284.62198
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.; San Martín, R.
42
2010
A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín
40
2010
A proposal for robust curve clustering. Zbl 1336.62179
Garcia-Escudero, Luis Angel; Gordaliza, Alfonso
33
2005
Exploring the number of groups in robust model-based clustering. Zbl 1221.62093
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
29
2011
A fast algorithm for robust constrained clustering. Zbl 1349.62264
Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín
27
2013
Robust linear clustering. Zbl 1231.62112
García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R.
22
2009
Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
21
2015
Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. Zbl 1505.62152
García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A.
15
2017
Finding the number of normal groups in model-based clustering via constrained likelihoods. Zbl 07498957
Cerioli, Andrea; García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco
15
2018
A reweighting approach to robust clustering. Zbl 1384.62193
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
15
2018
A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
13
2014
Generalized radius processes for elliptically contoured distributions. Zbl 1117.62339
García-Escudero, Luis Angel; Gordaliza, Alfonso
12
2005
A central limit theorem for multivariate generalized trimmed \(k\)-means. Zbl 0984.62042
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos
11
1999
The importance of the scales in heterogeneous robust clustering. Zbl 1162.62379
García-Escudero, L. A.; Gordaliza, A.
8
2007
The joint role of trimming and constraints in robust estimation for mixtures of Gaussian factor analyzers. Zbl 1468.62060
García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín
7
2016
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
6
2017
Eigenvalues and constraints in mixture modeling: geometric and computational issues. Zbl 1414.62071
García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín
6
2018
Robust constrained fuzzy clustering. Zbl 1321.62070
Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín
6
2013
The influence function of the TCLUST robust clustering procedure. Zbl 1255.62182
Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
5
2012
Robust fuzzy clustering of time series based on B-splines. Zbl 1520.68140
D’Urso, Pierpaolo; García-Escudero, Luis A.; De Giovanni, Livia; Vitale, Vincenzina; Mayo-Iscar, Agustín
5
2021
On the breakdown behavior of the TCLUST clustering procedure. Zbl 1273.62146
Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
5
2013
Robust clustering for functional data based on trimming and constraints. Zbl 1474.62166
Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín
5
2019
Asymptotics for trimmed \(k\)-means and associated tolerance zones. Zbl 1054.62551
Garcia-Escudero, L. A.; Gordaliza, A.; Matrán, C.
2
1999
Robust, fuzzy, and parsimonious clustering, based on mixtures of factor analyzers. Zbl 1450.62075
García-Escudero, Luis Angel; Greselin, Francesca; Iscar, Agustin Mayo
2
2018
Comments on “The power of monitoring: how to make the most of a contaminated multivariate sample”. Zbl 1428.62226
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
2
2018
Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443
García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco
2
2020
Robustness and outliers. Zbl 1396.62133
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian
2
2016
On the asymptotics of trimmed best \(k\)-nets. Zbl 1098.62540
Cuesta-Albertos, J. A.; García-Escudero, L. A.; Gordaliza, A.
1
2002
A robust maximal \(F\)-ratio statistic to detect clusters structure. Zbl 1159.62314
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
1
2009
Constrained parsimonious model-based clustering. Zbl 1477.62006
García-Escudero, Luis A.; Mayo-Iscar, Agustín; Riani, Marco
1
2022
Comments on: “Multivariate functional outlier detection”. Zbl 1441.62123
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
1
2015
Fitting parabolas in noisy images. Zbl 1464.62077
García-Escudero, Luis A.; Mayo-Iscar, Agustín; Sánchez-Gutiérrez, Clara I.
1
2017
Robust clustering of functional directional data. Zbl 07538948
Álvarez-Esteban, Pedro C.; García-Escudero, Luis A.
1
2022
Constrained parsimonious model-based clustering. Zbl 1477.62006
García-Escudero, Luis A.; Mayo-Iscar, Agustín; Riani, Marco
1
2022
Robust clustering of functional directional data. Zbl 07538948
Álvarez-Esteban, Pedro C.; García-Escudero, Luis A.
1
2022
Robust fuzzy clustering of time series based on B-splines. Zbl 1520.68140
D’Urso, Pierpaolo; García-Escudero, Luis A.; De Giovanni, Livia; Vitale, Vincenzina; Mayo-Iscar, Agustín
5
2021
Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443
García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco
2
2020
Robust clustering for functional data based on trimming and constraints. Zbl 1474.62166
Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín
5
2019
Finding the number of normal groups in model-based clustering via constrained likelihoods. Zbl 07498957
Cerioli, Andrea; García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco
15
2018
A reweighting approach to robust clustering. Zbl 1384.62193
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
15
2018
Eigenvalues and constraints in mixture modeling: geometric and computational issues. Zbl 1414.62071
García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín
6
2018
Robust, fuzzy, and parsimonious clustering, based on mixtures of factor analyzers. Zbl 1450.62075
García-Escudero, Luis Angel; Greselin, Francesca; Iscar, Agustin Mayo
2
2018
Comments on “The power of monitoring: how to make the most of a contaminated multivariate sample”. Zbl 1428.62226
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
2
2018
Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. Zbl 1505.62152
García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A.
15
2017
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
6
2017
Fitting parabolas in noisy images. Zbl 1464.62077
García-Escudero, Luis A.; Mayo-Iscar, Agustín; Sánchez-Gutiérrez, Clara I.
1
2017
The joint role of trimming and constraints in robust estimation for mixtures of Gaussian factor analyzers. Zbl 1468.62060
García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín
7
2016
Robustness and outliers. Zbl 1396.62133
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian
2
2016
Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
21
2015
Comments on: “Multivariate functional outlier detection”. Zbl 1441.62123
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
1
2015
A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
13
2014
A fast algorithm for robust constrained clustering. Zbl 1349.62264
Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín
27
2013
Robust constrained fuzzy clustering. Zbl 1321.62070
Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín
6
2013
On the breakdown behavior of the TCLUST clustering procedure. Zbl 1273.62146
Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
5
2013
The influence function of the TCLUST robust clustering procedure. Zbl 1255.62182
Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
5
2012
Exploring the number of groups in robust model-based clustering. Zbl 1221.62093
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
29
2011
Robust clusterwise linear regression through trimming. Zbl 1284.62198
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.; San Martín, R.
42
2010
A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín
40
2010
Robust linear clustering. Zbl 1231.62112
García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R.
22
2009
A robust maximal \(F\)-ratio statistic to detect clusters structure. Zbl 1159.62314
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
1
2009
A general trimming approach to robust cluster analysis. Zbl 1360.62328
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustin
81
2008
The importance of the scales in heterogeneous robust clustering. Zbl 1162.62379
García-Escudero, L. A.; Gordaliza, A.
8
2007
A proposal for robust curve clustering. Zbl 1336.62179
Garcia-Escudero, Luis Angel; Gordaliza, Alfonso
33
2005
Generalized radius processes for elliptically contoured distributions. Zbl 1117.62339
García-Escudero, Luis Angel; Gordaliza, Alfonso
12
2005
On the asymptotics of trimmed best \(k\)-nets. Zbl 1098.62540
Cuesta-Albertos, J. A.; García-Escudero, L. A.; Gordaliza, A.
1
2002
Robustness properties of \(k\) means and trimmed \(k\) means. Zbl 1072.62547
García-Escudero, Luis Ángel; Gordaliza, Alfonso
46
1999
A central limit theorem for multivariate generalized trimmed \(k\)-means. Zbl 0984.62042
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos
11
1999
Asymptotics for trimmed \(k\)-means and associated tolerance zones. Zbl 1054.62551
Garcia-Escudero, L. A.; Gordaliza, A.; Matrán, C.
2
1999
all top 5

Cited by 312 Authors

33 García-Escudero, Luis Angel
32 Mayo-Iscar, Agustin
20 Riani, Marco
19 Gordaliza, Alfonso
18 Cerioli, Andrea
15 D’Urso, Pierpaolo
13 Matrán, Carlos
12 Farcomeni, Alessio
9 Greselin, Francesca
9 Hennig, Christian
9 Yao, Weixin
8 Atkinson, Anthony C.
8 De Giovanni, Livia
8 Punzo, Antonio
7 Cuesta-Albertos, Juan Antonio
7 Massari, Riccardo
7 Van Aelst, Stefan
6 Bagirov, Adil M.
5 Cappozzo, Andrea
5 Coretto, Pietro
5 del Barrio, Eustasio
5 Di Mari, Roberto
5 Gallegos, María Teresa
5 Greco, Luca
5 Perrotta, Domenico
5 Ritter, Gunter
5 Torti, Francesca
4 Álvarez-Esteban, Pedro César
4 Arslan, Olcay
4 Doğru, Fatma Zehra
4 Dotto, Francesco
4 Gattone, Stefano Antonio
4 Ingrassia, Salvatore
4 McNicholas, Paul D.
4 Murphy, Thomas Brendan
4 Rocci, Roberto
4 Zamar, Ruben H.
3 Lin, Tsung I.
3 Ruwet, C.
3 Taheri, Sona
3 Ugon, Julien
3 Wang, Wan-Lun
2 Agostinelli, Claudio
2 Bai, Xiuqin
2 Bartolucci, Francesco
2 Bharath, Karthik
2 Brito, Paula
2 Cerasa, Andrea
2 Chen, Kun
2 Chouakria, Ahlame Douzal
2 Corbellini, Aldo
2 Croux, Christophe
2 Dey, Dipak Kumar
2 Filzmoser, Peter
2 Forbes, Florence
2 Fritz, Heinrich
2 Galimberti, Giuliano
2 Haesbroeck, Gentiane
2 Lafuente-Rego, Borja
2 Laurini, Fabrizio
2 Lucadamo, Antonio
2 Maruotti, Antonello
2 Mirfarah, Elham
2 Mirzayeva, Hijran G.
2 Morelli, Gianluca
2 Naderi, Mehrdad
2 Ortega, Joaquín E.
2 Pozdnyakov, Vladimir
2 Rivera-García, Diego
2 Salini, Silvia
2 San Martín, R.
2 Simó, Amelia
2 Soffritti, Gabriele
2 Tortora, Cristina
2 Vilar, José Antonio
2 Vitale, Vincenzina
2 Xiang, Sijia
2 Yang, Guangren
2 Young, Derek Scott
2 Yu, Chun
1 Acal, Christian
1 Adelfio, Giada
1 Afreixo, Vera
1 Agapow, Paul-Michael
1 Aguilera, Ana M.
1 Aitkin, Murray A.
1 Alemany, Sandra
1 Alonso, Andrés M.
1 Amenta, Pietro
1 Amiri, Saeid
1 Amovin-Assagba, Martial
1 Baíllo, Amparo
1 Bakk, Zsuzsa
1 Bar, Haim Y.
1 Barabesi, Lucio
1 Barahona, Sonia
1 Bastos, João A.
1 Ben-David, Shai
1 Benoit, Dries F.
1 Boente, Graciela
...and 212 more Authors
all top 5

Cited in 60 Serials

33 Computational Statistics and Data Analysis
31 Advances in Data Analysis and Classification. ADAC
13 Statistical Methods and Applications
11 Statistics and Computing
10 International Journal of Approximate Reasoning
9 Journal of Statistical Computation and Simulation
8 Test
7 Information Sciences
6 The Annals of Statistics
6 Journal of Multivariate Analysis
6 Journal of Classification
5 Communications in Statistics. Simulation and Computation
5 Communications in Statistics. Theory and Methods
5 Journal of Computational and Graphical Statistics
4 Computational Statistics
4 The Annals of Applied Statistics
3 Journal of the American Statistical Association
3 Bernoulli
3 Journal of the Royal Statistical Society. Series B. Statistical Methodology
2 Scandinavian Journal of Statistics
2 International Statistical Review
2 Metron
2 Annals of Operations Research
2 European Journal of Operational Research
2 Statistical Papers
2 International Transactions in Operational Research
2 Australian & New Zealand Journal of Statistics
2 Journal of the Korean Statistical Society
2 Electronic Journal of Statistics
1 The Canadian Journal of Statistics
1 Annals of the Institute of Statistical Mathematics
1 Biometrical Journal
1 Biometrics
1 Fuzzy Sets and Systems
1 Journal of Computational and Applied Mathematics
1 Journal of Optimization Theory and Applications
1 Journal of Statistical Planning and Inference
1 Statistica
1 Statistica Neerlandica
1 Insurance Mathematics & Economics
1 Statistics & Probability Letters
1 Statistical Science
1 Neural Computation
1 Pattern Recognition
1 Theory of Probability and Mathematical Statistics
1 Journal of Mathematical Sciences (New York)
1 Optimization Methods & Software
1 Data Mining and Knowledge Discovery
1 Journal of Applied Statistics
1 Statistical Modelling
1 Journal of Machine Learning Research (JMLR)
1 Fuzzy Optimization and Decision Making
1 Mathematical Biosciences and Engineering
1 Statistical Analysis and Data Mining
1 AStA. Advances in Statistical Analysis
1 ACM Transactions on Algorithms
1 Croatian Operational Research Review (CRORR)
1 Journal of the Operations Research Society of China
1 Journal of Statistical Distributions and Applications
1 SIAM Journal on Applied Algebra and Geometry

Citations by Year