Edit Profile (opens in new tab) García-Escudero, Luis Angel Compute Distance To: Compute Author ID: garcia-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. more...less External Links: MGP · ORCID Documents Indexed: 38 Publications since 1999 1 Contribution as Editor Co-Authors: 24 Co-Authors with 38 Joint Publications 318 Co-Co-Authors all top 5 Co-Authors 1 single-authored 28 Mayo-Iscar, Agustin 25 Gordaliza, Alfonso 9 Matrán, Carlos 4 Greselin, Francesca 4 Ingrassia, Salvatore 3 Riani, Marco 2 Dotto, Francesco 2 Farcomeni, Alessio 2 Fritz, Heinrich 2 Ruwet, C. 2 San Martín, R. 1 Álvarez-Esteban, Pedro César 1 Biernacki, Christophe 1 Cerioli, Andrea 1 Cuesta-Albertos, Juan Antonio 1 De Giovanni, Livia 1 D’Urso, Pierpaolo 1 Hennig, Christian 1 Ortega, Joaquín E. 1 Rivera-García, Diego 1 Sánchez-Gutiérrez, Clara I. 1 Van Aelst, Stefan 1 Vitale, Vincenzina 1 Zamar, Ruben H. all top 5 Serials 8 Advances in Data Analysis and Classification. ADAC 6 Statistics and Computing 5 Computational Statistics and Data Analysis 3 Statistical Methods and Applications 2 The Annals of Statistics 2 Journal of the American Statistical Association 2 International Journal of Approximate Reasoning 1 Biometrics 1 Information Sciences 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Journal of Classification 1 Communications in Statistics. Theory and Methods 1 Test 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of the Korean Statistical Society 1 Journal of Computational and Graphical Statistics Fields 38 Statistics (62-XX) 5 Computer science (68-XX) 2 General and overarching topics; collections (00-XX) 2 Probability theory and stochastic processes (60-XX) 1 Numerical analysis (65-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 30 Publications have been cited 423 times in 201 Documents Cited by ▼ Year ▼ A general trimming approach to robust cluster analysis. Zbl 1360.62328García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustin 77 2008 Robustness properties of \(k\) means and trimmed \(k\) means. Zbl 1072.62547García-Escudero, Luis Ángel; Gordaliza, Alfonso 45 1999 Robust clusterwise linear regression through trimming. Zbl 1284.62198García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.; San Martín, R. 38 2010 A review of robust clustering methods. Zbl 1284.62375García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín 36 2010 A proposal for robust curve clustering. Zbl 1336.62179Garcia-Escudero, Luis Angel; Gordaliza, Alfonso 30 2005 Exploring the number of groups in robust model-based clustering. Zbl 1221.62093García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 28 2011 A fast algorithm for robust constrained clustering. Zbl 1349.62264Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín 26 2013 Robust linear clustering. Zbl 1231.62112García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R. 19 2009 Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 18 2015 A reweighting approach to robust clustering. Zbl 1384.62193Dotto, 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 06697663García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A. 13 2017 A central limit theorem for multivariate generalized trimmed \(k\)-means. Zbl 0984.62042García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos 10 1999 Generalized radius processes for elliptically contoured distributions. Zbl 1117.62339García-Escudero, Luis Angel; Gordaliza, Alfonso 10 2005 The importance of the scales in heterogeneous robust clustering. Zbl 1162.62379García-Escudero, L. A.; Gordaliza, A. 7 2007 Robust constrained fuzzy clustering. Zbl 1321.62070Fritz, 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 1468.62060García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín 6 2016 The influence function of the TCLUST robust clustering procedure. Zbl 1255.62182Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 5 2012 A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 5 2014 A fuzzy approach to robust regression clustering. Zbl 1414.62240Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín 5 2017 On the breakdown behavior of the TCLUST clustering procedure. Zbl 1273.62146Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 5 2013 Eigenvalues and constraints in mixture modeling: geometric and computational issues. Zbl 1414.62071García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín 4 2018 Robust fuzzy clustering of time series based on B-splines. Zbl 07415297D’Urso, Pierpaolo; García-Escudero, Luis A.; De Giovanni, Livia; Vitale, Vincenzina; Mayo-Iscar, Agustín 3 2021 Robustness and outliers. Zbl 1396.62133García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian 2 2016 Robust clustering for functional data based on trimming and constraints. Zbl 1474.62166Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín 2 2019 Asymptotics for trimmed \(k\)-means and associated tolerance zones. Zbl 1054.62551Garcia-Escudero, L. A.; Gordaliza, A.; Matrán, C. 2 1999 Finding the number of normal groups in model-based clustering via constrained likelihoods. Zbl 07498957Cerioli, Andrea; García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 2 2018 On the asymptotics of trimmed best \(k\)-nets. Zbl 1098.62540Cuesta-Albertos, J. A.; García-Escudero, L. A.; Gordaliza, A. 1 2002 A robust maximal \(F\)-ratio statistic to detect clusters structure. Zbl 1159.62314García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 1 2009 Comments on “The power of monitoring: how to make the most of a contaminated multivariate sample”. Zbl 1428.62226García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 1 2018 Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 1 2020 Robust fuzzy clustering of time series based on B-splines. Zbl 07415297D’Urso, Pierpaolo; García-Escudero, Luis A.; De Giovanni, Livia; Vitale, Vincenzina; Mayo-Iscar, Agustín 3 2021 Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 1 2020 Robust clustering for functional data based on trimming and constraints. Zbl 1474.62166Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín 2 2019 A reweighting approach to robust clustering. Zbl 1384.62193Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín 15 2018 Eigenvalues and constraints in mixture modeling: geometric and computational issues. Zbl 1414.62071García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín 4 2018 Finding the number of normal groups in model-based clustering via constrained likelihoods. Zbl 07498957Cerioli, Andrea; García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 2 2018 Comments on “The power of monitoring: how to make the most of a contaminated multivariate sample”. Zbl 1428.62226García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 1 2018 Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. Zbl 06697663García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A. 13 2017 A fuzzy approach to robust regression clustering. Zbl 1414.62240Dotto, 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 1468.62060García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín 6 2016 Robustness and outliers. Zbl 1396.62133García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian 2 2016 Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 18 2015 A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 5 2014 A fast algorithm for robust constrained clustering. Zbl 1349.62264Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín 26 2013 Robust constrained fuzzy clustering. Zbl 1321.62070Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín 6 2013 On the breakdown behavior of the TCLUST clustering procedure. Zbl 1273.62146Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 5 2013 The influence function of the TCLUST robust clustering procedure. Zbl 1255.62182Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 5 2012 Exploring the number of groups in robust model-based clustering. Zbl 1221.62093García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 28 2011 Robust clusterwise linear regression through trimming. Zbl 1284.62198García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.; San Martín, R. 38 2010 A review of robust clustering methods. Zbl 1284.62375García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín 36 2010 Robust linear clustering. Zbl 1231.62112García-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 1159.62314García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 1 2009 A general trimming approach to robust cluster analysis. Zbl 1360.62328García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustin 77 2008 The importance of the scales in heterogeneous robust clustering. Zbl 1162.62379García-Escudero, L. A.; Gordaliza, A. 7 2007 A proposal for robust curve clustering. Zbl 1336.62179Garcia-Escudero, Luis Angel; Gordaliza, Alfonso 30 2005 Generalized radius processes for elliptically contoured distributions. Zbl 1117.62339García-Escudero, Luis Angel; Gordaliza, Alfonso 10 2005 On the asymptotics of trimmed best \(k\)-nets. Zbl 1098.62540Cuesta-Albertos, J. A.; García-Escudero, L. A.; Gordaliza, A. 1 2002 Robustness properties of \(k\) means and trimmed \(k\) means. Zbl 1072.62547García-Escudero, Luis Ángel; Gordaliza, Alfonso 45 1999 A central limit theorem for multivariate generalized trimmed \(k\)-means. Zbl 0984.62042García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos 10 1999 Asymptotics for trimmed \(k\)-means and associated tolerance zones. Zbl 1054.62551Garcia-Escudero, L. A.; Gordaliza, A.; Matrán, C. 2 1999 all cited Publications top 5 cited Publications all top 5 Cited by 266 Authors 30 García-Escudero, Luis Angel 29 Mayo-Iscar, Agustin 19 Gordaliza, Alfonso 19 Riani, Marco 16 Cerioli, Andrea 13 D’Urso, Pierpaolo 13 Matrán, Carlos 11 Farcomeni, Alessio 8 Atkinson, Anthony C. 8 De Giovanni, Livia 8 Greselin, Francesca 8 Yao, Weixin 7 Cuesta-Albertos, Juan Antonio 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 Brito, Paula 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 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 Vilar, José Antonio 2 Vitale, Vincenzina 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 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. ...and 166 more Authors all top 5 Cited in 53 Serials 31 Computational Statistics and Data Analysis 27 Advances in Data Analysis and Classification. ADAC 11 Statistical Methods and Applications 10 Statistics and Computing 9 International Journal of Approximate Reasoning 7 Journal of Statistical Computation and Simulation 7 Test 6 The Annals of Statistics 6 Journal of Multivariate Analysis 6 Journal of Classification 5 Information Sciences 5 Communications in Statistics. Simulation and Computation 5 Communications in Statistics. Theory and Methods 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 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 Mathematical Biosciences and Engineering 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 all top 5 Cited in 14 Fields 193 Statistics (62-XX) 22 Computer science (68-XX) 16 Numerical analysis (65-XX) 8 Operations research, mathematical programming (90-XX) 8 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 7 Probability theory and stochastic processes (60-XX) 4 Biology and other natural sciences (92-XX) 2 General and overarching topics; collections (00-XX) 2 Mathematical logic and foundations (03-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 1 History and biography (01-XX) 1 Combinatorics (05-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) Citations by Year