Edit Profile (opens in new tab) Gordaliza, Alfonso Compute Distance To: Compute Author ID: gordaliza.alfonso Published as: Gordaliza, A.; Gordaliza, Alfonso External Links: MGP · ORCID · Wikidata Documents Indexed: 32 Publications since 1991 Co-Authors: 13 Co-Authors with 30 Joint Publications 248 Co-Co-Authors all top 5 Co-Authors 2 single-authored 25 García-Escudero, Luis Angel 17 Mayo-Iscar, Agustin 13 Matrán, Carlos 5 Cuesta-Albertos, Juan Antonio 3 Greselin, Francesca 3 Ingrassia, Salvatore 3 Ruwet, C. 3 San Martín, R. 1 Croux, Christophe 1 Garicía-Escudero, L. A. 1 Hennig, Christian 1 Van Aelst, Stefan 1 Zamar, Ruben H. all top 5 Serials 4 Advances in Data Analysis and Classification. ADAC 3 The Annals of Statistics 3 Computational Statistics and Data Analysis 3 Statistical Methods and Applications 3 Statistics and Computing 2 Journal of the American Statistical Association 2 Journal of Statistical Planning and Inference 2 Statistics & Probability Letters 1 Journal of Approximation Theory 1 Journal of Multivariate Analysis 1 Journal of Classification 1 Communications in Statistics. Theory and Methods 1 Test 1 Statistica Sinica 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of the Korean Statistical Society Fields 31 Statistics (62-XX) 5 Probability theory and stochastic processes (60-XX) 1 Approximations and expansions (41-XX) 1 Numerical analysis (65-XX) 1 Computer science (68-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 28 Publications have been cited 448 times in 209 Documents Cited by ▼ Year ▼ Trimmed \(k\)-means: An attempt to robustify quantizers. Zbl 0878.62045Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C. 77 1997 A general trimming approach to robust cluster analysis. Zbl 1360.62328García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustin 70 2008 Robustness properties of \(k\) means and trimmed \(k\) means. Zbl 1072.62547García-Escudero, Luis Ángel; Gordaliza, Alfonso 40 1999 Robust clusterwise linear regression through trimming. Zbl 1284.62198García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.; San Martín, R. 35 2010 A review of robust clustering methods. Zbl 1284.62375García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín 33 2010 Best approximations to random variables based on trimming procedures. Zbl 0745.41030Gordaliza, Alfonso 28 1991 Exploring the number of groups in robust model-based clustering. Zbl 1221.62093García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 27 2011 A proposal for robust curve clustering. Zbl 1336.62179Garcia-Escudero, Luis Angel; Gordaliza, Alfonso 24 2005 Robust linear clustering. Zbl 1231.62112García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R. 17 2009 Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 16 2015 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. 11 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 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 On the breakdown point of multivariate location estimators based on trimming procedures. Zbl 0732.62051Gordaliza, A. 6 1991 The influence function of the TCLUST robust clustering procedure. Zbl 1255.62182Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 5 2012 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 A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 4 2014 Trimmed best \(k\)-nets: A robustified version of an \(L_{\infty}\)-based clustering method. Zbl 0894.62078Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C. 3 1998 Trimmed \(k\)-means and the Cauchy mean-value property. Zbl 0925.62240Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C. 2 1995 Asymptotics for trimmed \(k\)-means and associated tolerance zones. Zbl 1054.62551Garcia-Escudero, L. A.; Gordaliza, A.; Matrán, C. 2 1999 Robust principal component analysis based on trimming around affine subspaces. Zbl 1371.62054Croux, C.; Garicía-Escudero, L. A.; Gordaliza, A.; Ruwet, C.; Martín, R. San 2 2017 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 Robustness and outliers. Zbl 1396.62133García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian 1 2016 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 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. 11 2017 Robust principal component analysis based on trimming around affine subspaces. Zbl 1371.62054Croux, C.; Garicía-Escudero, L. A.; Gordaliza, A.; Ruwet, C.; Martín, R. San 2 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 1 2016 Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 16 2015 A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 4 2014 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. 27 2011 Robust clusterwise linear regression through trimming. Zbl 1284.62198García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.; San Martín, R. 35 2010 A review of robust clustering methods. Zbl 1284.62375García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín 33 2010 Robust linear clustering. Zbl 1231.62112García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R. 17 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 70 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 24 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 40 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 Trimmed best \(k\)-nets: A robustified version of an \(L_{\infty}\)-based clustering method. Zbl 0894.62078Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C. 3 1998 Trimmed \(k\)-means: An attempt to robustify quantizers. Zbl 0878.62045Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C. 77 1997 Trimmed \(k\)-means and the Cauchy mean-value property. Zbl 0925.62240Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C. 2 1995 Best approximations to random variables based on trimming procedures. Zbl 0745.41030Gordaliza, Alfonso 28 1991 On the breakdown point of multivariate location estimators based on trimming procedures. Zbl 0732.62051Gordaliza, A. 6 1991 all cited Publications top 5 cited Publications all top 5 Cited by 265 Authors 31 García-Escudero, Luis Angel 29 Mayo-Iscar, Agustin 24 Gordaliza, Alfonso 21 Matrán, Carlos 19 Riani, Marco 16 Cerioli, Andrea 13 Cuesta-Albertos, Juan Antonio 11 Farcomeni, Alessio 10 D’Urso, Pierpaolo 9 Greselin, Francesca 9 Van Aelst, Stefan 8 Atkinson, Anthony C. 8 del Barrio, Eustasio 8 Hennig, Christian 7 De Giovanni, Livia 7 Fraiman, Ricardo 7 Massari, Riccardo 7 Punzo, Antonio 7 Yao, Weixin 6 Bagirov, Adil M. 5 Álvarez-Esteban, Pedro César 5 Cappozzo, Andrea 5 Perrotta, Domenico 5 Torti, Francesca 4 Di Mari, Roberto 4 Dotto, Francesco 4 Gallegos, María Teresa 4 Gattone, Stefano Antonio 4 Greco, Luca 4 McNicholas, Paul D. 4 Murphy, Thomas Brendan 4 Ritter, Gunter 4 Rocci, Roberto 4 Zamar, Ruben H. 3 Coretto, Pietro 3 Forbes, Florence 3 Ingrassia, Salvatore 3 Rousseeuw, Peter J. 3 Ruwet, C. 3 Taheri, Sona 3 Ugon, Julien 2 Agostinelli, Claudio 2 Bai, Xiuqin 2 Bharath, Karthik 2 Brécheteau, Claire 2 Chen, Kun 2 Chouakria, Ahlame Douzal 2 Croux, Christophe 2 Cuevas, Antonio 2 Dey, Dipak Kumar 2 Filzmoser, Peter 2 Fritz, Heinrich 2 Galimberti, Giuliano 2 Ghattas, Badih 2 Haesbroeck, Gentiane 2 Hubert, Mia 2 Levrard, Clément 2 Lin, Chih-Ying 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 Svarc, Marcela 2 Wang, Wan-Lun 2 Wraith, Darren 2 Xiang, Sijia 2 Young, Derek Scott 1 Aaron, Catherine 1 Adelfio, Giada 1 Afreixo, Vera 1 Agapow, Paul-Michael 1 Aitkin, Murray A. 1 Alemany, Sandra 1 Amenta, Pietro 1 Amiri, Saeid 1 Arslan, Olcay 1 Bar, Haim Y. 1 Barahona, Sonia 1 Ben-David, Shai 1 Benites, Luis 1 Benoit, Dries F. 1 Boente, Graciela 1 Boyer, John E. jun. 1 Brault, Vincent 1 Breiteneder, Christian J. 1 Brito, Paula 1 Brodinová, Šárka 1 Browne, Ryan P. 1 Brunet-Saumard, Camille 1 Bulusu, Krishna C. 1 Cabral, Celso Rômulo Barbosa 1 Cao, Fuyuan 1 Cappelli, Carmela 1 Cardot, Hervé 1 Carlsson, Gunnar E. ...and 165 more Authors all top 5 Cited in 55 Serials 37 Computational Statistics and Data Analysis 25 Advances in Data Analysis and Classification. ADAC 12 Statistics and Computing 10 Test 9 Journal of Multivariate Analysis 9 Statistical Methods and Applications 8 The Annals of Statistics 6 Journal of Statistical Computation and Simulation 5 Journal of Classification 5 International Journal of Approximate Reasoning 4 Information Sciences 4 Journal of Statistical Planning and Inference 4 Computational Statistics 4 Bernoulli 3 Journal of the American Statistical Association 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Journal of Computational and Graphical Statistics 2 Scandinavian Journal of Statistics 2 Journal of Optimization Theory and Applications 2 Metron 2 Statistics & Probability Letters 2 Statistical Science 2 Annals of Operations Research 2 Communications in Statistics. Simulation and Computation 2 Communications in Statistics. Theory and Methods 2 European Journal of Operational Research 2 Statistical Papers 2 Journal of the Korean Statistical Society 2 Electronic Journal of Statistics 2 The Annals of Applied 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 Approximation Theory 1 Journal of Computational and Applied Mathematics 1 Acta Applicandae Mathematicae 1 Probability Theory and Related Fields 1 Neural Computation 1 Pattern Recognition 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 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 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 1 Statistical Modelling 1 Journal of Machine Learning Research (JMLR) 1 Fuzzy Optimization and Decision Making 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 18 Fields 201 Statistics (62-XX) 23 Numerical analysis (65-XX) 17 Probability theory and stochastic processes (60-XX) 17 Computer science (68-XX) 8 Operations research, mathematical programming (90-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 3 Biology and other natural sciences (92-XX) 2 General and overarching topics; collections (00-XX) 2 Mathematical logic and foundations (03-XX) 2 Functional analysis (46-XX) 1 History and biography (01-XX) 1 Combinatorics (05-XX) 1 Real functions (26-XX) 1 Measure and integration (28-XX) 1 Approximations and expansions (41-XX) 1 Operator theory (47-XX) 1 Systems theory; control (93-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.