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García-Escudero, Luis Angel

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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

30 Publications have been cited 409 times in 194 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
76
2008
Robustness properties of \(k\) means and trimmed \(k\) means. Zbl 1072.62547
García-Escudero, Luis Ángel; Gordaliza, Alfonso
44
1999
Robust clusterwise linear regression through trimming. Zbl 1284.62198
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.; San Martín, R.
36
2010
A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín
35
2010
A proposal for robust curve clustering. Zbl 1336.62179
Garcia-Escudero, Luis Angel; Gordaliza, Alfonso
27
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.
27
2011
A fast algorithm for robust constrained clustering. Zbl 1349.62264
Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín
26
2013
Robust linear clustering. Zbl 1231.62112
García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R.
19
2009
Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
18
2015
A reweighting approach to robust clustering. Zbl 1384.62193
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
15
2018
Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. Zbl 06697663
García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A.
12
2017
A central limit theorem for multivariate generalized trimmed \(k\)-means. Zbl 0984.62042
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos
10
1999
Generalized radius processes for elliptically contoured distributions. Zbl 1117.62339
García-Escudero, Luis Angel; Gordaliza, Alfonso
10
2005
The importance of the scales in heterogeneous robust clustering. Zbl 1162.62379
García-Escudero, L. A.; Gordaliza, A.
7
2007
Robust constrained fuzzy clustering. Zbl 1321.62070
Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín
6
2013
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
6
2016
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
5
2017
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
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
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
4
2018
A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
4
2014
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
2
2019
Asymptotics for trimmed \(k\)-means and associated tolerance zones. Zbl 1054.62551
Garcia-Escudero, L. A.; Gordaliza, A.; Matrán, C.
2
1999
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
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.
1
2018
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
Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443
García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco
1
2020
Robust fuzzy clustering of time series based on B-splines. Zbl 07415297
D’Urso, Pierpaolo; García-Escudero, Luis A.; De Giovanni, Livia; Vitale, Vincenzina; Mayo-Iscar, Agustín
1
2021
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
1
2018
Robust fuzzy clustering of time series based on B-splines. Zbl 07415297
D’Urso, Pierpaolo; García-Escudero, Luis A.; De Giovanni, Livia; Vitale, Vincenzina; Mayo-Iscar, Agustín
1
2021
Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443
García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco
1
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
2
2019
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
4
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.
1
2018
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
1
2018
Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. Zbl 06697663
García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A.
12
2017
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
5
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
6
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.
18
2015
A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
4
2014
A fast algorithm for robust constrained clustering. Zbl 1349.62264
Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín
26
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.
27
2011
Robust clusterwise linear regression through trimming. Zbl 1284.62198
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.; San Martín, R.
36
2010
A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín
35
2010
Robust linear clustering. Zbl 1231.62112
García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R.
19
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
76
2008
The importance of the scales in heterogeneous robust clustering. Zbl 1162.62379
García-Escudero, L. A.; Gordaliza, A.
7
2007
A proposal for robust curve clustering. Zbl 1336.62179
Garcia-Escudero, Luis Angel; Gordaliza, Alfonso
27
2005
Generalized radius processes for elliptically contoured distributions. Zbl 1117.62339
García-Escudero, Luis Angel; Gordaliza, Alfonso
10
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
44
1999
A central limit theorem for multivariate generalized trimmed \(k\)-means. Zbl 0984.62042
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos
10
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 249 Authors

30 García-Escudero, Luis Angel
29 Mayo-Iscar, Agustin
19 Gordaliza, Alfonso
19 Riani, Marco
16 Cerioli, Andrea
13 Matrán, Carlos
11 Farcomeni, Alessio
10 D’Urso, Pierpaolo
8 Atkinson, Anthony C.
8 Greselin, Francesca
8 Yao, Weixin
7 Cuesta-Albertos, Juan Antonio
7 De Giovanni, Livia
7 Hennig, Christian
7 Massari, Riccardo
7 Punzo, Antonio
7 Van Aelst, Stefan
6 Bagirov, Adil M.
5 Gallegos, María Teresa
5 Perrotta, Domenico
5 Ritter, Gunter
5 Torti, Francesca
4 Álvarez-Esteban, Pedro César
4 Cappozzo, Andrea
4 Coretto, Pietro
4 del Barrio, Eustasio
4 Di Mari, Roberto
4 Dotto, Francesco
4 Gattone, Stefano Antonio
4 Greco, Luca
4 McNicholas, Paul D.
4 Murphy, Thomas Brendan
4 Rocci, Roberto
4 Zamar, Ruben H.
3 Arslan, Olcay
3 Doğru, Fatma Zehra
3 Ingrassia, Salvatore
3 Ruwet, C.
3 Taheri, Sona
3 Ugon, Julien
2 Agostinelli, Claudio
2 Bai, Xiuqin
2 Bharath, Karthik
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 Lin, Tsung I.
2 Lucadamo, Antonio
2 Maruotti, Antonello
2 Mirzayeva, Hijran G.
2 Morelli, Gianluca
2 Pozdnyakov, Vladimir
2 San Martín, R.
2 Simó, Amelia
2 Soffritti, Gabriele
2 Tortora, Cristina
2 Wang, Wan-Lun
2 Xiang, Sijia
2 Young, Derek Scott
1 Adelfio, Giada
1 Afreixo, Vera
1 Agapow, Paul-Michael
1 Aitkin, Murray A.
1 Alemany, Sandra
1 Amenta, Pietro
1 Amiri, Saeid
1 Amovin-Assagba, Martial
1 Bar, Haim Y.
1 Barahona, Sonia
1 Bartolucci, Francesco
1 Bastos, João A.
1 Ben-David, Shai
1 Benoit, Dries F.
1 Boente, Graciela
1 Boyer, John E. jun.
1 Brault, Vincent
1 Brécheteau, Claire
1 Breiteneder, Christian J.
1 Brito, Paula
1 Brodinová, Šárka
1 Browne, Ryan P.
1 Brunet-Saumard, Camille
1 Bulusu, Krishna C.
1 Caiado, Jorge
1 Cao, Fuyuan
1 Cappelli, Carmela
1 Cardot, Hervé
1 Carlsson, Gunnar E.
1 Castro, Luis Mauricio
1 Cator, Eric A.
1 Cénac, Peggy
1 Centella, Pablo
1 Cerasa, Andrea
...and 149 more Authors
all top 5

Cited in 52 Serials

31 Computational Statistics and Data Analysis
27 Advances in Data Analysis and Classification. ADAC
11 Statistical Methods and Applications
10 Statistics and Computing
7 Test
6 The Annals of Statistics
6 Journal of Multivariate Analysis
6 International Journal of Approximate Reasoning
6 Journal of Statistical Computation and Simulation
5 Information Sciences
5 Journal of Classification
5 Communications in Statistics. Simulation and Computation
5 Communications in Statistics. Theory and Methods
4 Computational Statistics
3 Journal of the American Statistical Association
3 Bernoulli
3 Journal of the Royal Statistical Society. Series B. Statistical Methodology
3 The Annals of Applied Statistics
3 Journal of Computational and Graphical Statistics
2 Scandinavian Journal of Statistics
2 Metron
2 European Journal of Operational Research
2 Statistical Papers
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 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 Insurance Mathematics & Economics
1 Statistics & Probability Letters
1 Statistical Science
1 Annals of Operations Research
1 Neural Computation
1 Pattern Recognition
1 Journal of Mathematical Sciences (New York)
1 International Transactions in Operational Research
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 Statistical Analysis and Data Mining
1 AStA. Advances in Statistical Analysis
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