Edit Profile (opens in new tab) Mayo-Iscar, Agustin Compute Distance To: Compute Author ID: mayo-iscar.agustin Published as: Mayo-Iscar, Agustín; Mayo-Iscar, A.; Iscar, Agustin Mayo; Mayo-Iscar, Agustin; Mayo-Íscar, A. External Links: MGP · Wikidata Documents Indexed: 31 Publications since 2008 1 Contribution as Editor Co-Authors: 22 Co-Authors with 32 Joint Publications 261 Co-Co-Authors all top 5 Co-Authors 0 single-authored 28 García-Escudero, Luis Angel 17 Gordaliza, Alfonso 10 Matrán, Carlos 4 Greselin, Francesca 4 Ingrassia, Salvatore 3 Cuesta-Albertos, Juan Antonio 3 Riani, Marco 2 Dotto, Francesco 2 Farcomeni, Alessio 2 Fritz, Heinrich 2 Ruwet, C. 1 Cerioli, Andrea 1 De Giovanni, Livia 1 del Barrio, Eustasio 1 D’Urso, Pierpaolo 1 Frühwirth-Schnatter, Sylvia 1 Hennig, Christian 1 Ortega, Joaquín E. 1 Rivera-García, Diego 1 San Martín, R. 1 Sánchez-Gutiérrez, Clara I. 1 Vitale, Vincenzina all top 5 Serials 7 Advances in Data Analysis and Classification. ADAC 7 Statistics and Computing 4 Computational Statistics and Data Analysis 3 Statistical Methods and Applications 2 The Annals of Statistics 2 International Journal of Approximate Reasoning 1 Information Sciences 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 31 Statistics (62-XX) 5 Computer science (68-XX) 1 General and overarching topics; collections (00-XX) 1 Numerical analysis (65-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 24 Publications have been cited 303 times in 153 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 70 2008 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 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 fast algorithm for robust constrained clustering. Zbl 1349.62264Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín 24 2013 Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 16 2015 A reweighting approach to robust clustering. Zbl 1384.62193Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín 15 2018 Robust estimation in the normal mixture model based on robust clustering. Zbl 05563369Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Iscar, A. 14 2008 Trimming and likelihood: Robust location and dispersion estimation in the elliptical model. Zbl 1148.62038Cuesta-Albertos, Juan A.; Matrán, Carlos; Mayo-Iscar, Agustín 12 2008 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 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 fuzzy approach to robust regression clustering. Zbl 1414.62240Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín 5 2017 Robust clustering tools based on optimal transportation. Zbl 1430.62130del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Íscar, A. 5 2019 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 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 Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 1 2020 Robustness and outliers. Zbl 1396.62133García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian 1 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 1 2019 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 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 1 2021 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 1 2021 Model-based clustering with determinant-and-shape constraint. Zbl 1452.62443García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 1 2020 Robust clustering tools based on optimal transportation. Zbl 1430.62130del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Íscar, A. 5 2019 Robust clustering for functional data based on trimming and constraints. Zbl 1474.62166Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín 1 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 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 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 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 A fast algorithm for robust constrained clustering. Zbl 1349.62264Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín 24 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. 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 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 Robust estimation in the normal mixture model based on robust clustering. Zbl 05563369Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Iscar, A. 14 2008 Trimming and likelihood: Robust location and dispersion estimation in the elliptical model. Zbl 1148.62038Cuesta-Albertos, Juan A.; Matrán, Carlos; Mayo-Iscar, Agustín 12 2008 all cited Publications top 5 cited Publications all top 5 Cited by 222 Authors 25 García-Escudero, Luis Angel 25 Mayo-Iscar, Agustin 16 Riani, Marco 15 Gordaliza, Alfonso 13 Cerioli, Andrea 11 Farcomeni, Alessio 9 Matrán, Carlos 8 Greselin, Francesca 8 Punzo, Antonio 7 D’Urso, Pierpaolo 6 Bagirov, Adil M. 6 Van Aelst, Stefan 5 Atkinson, Anthony C. 5 Greco, Luca 5 Perrotta, Domenico 5 Torti, Francesca 5 Yao, Weixin 4 Cappozzo, Andrea 4 Cuesta-Albertos, Juan Antonio 4 De Giovanni, Livia 4 del Barrio, Eustasio 4 Di Mari, Roberto 4 Dotto, Francesco 4 Gallegos, María Teresa 4 Gattone, Stefano Antonio 4 Ingrassia, Salvatore 4 Massari, Riccardo 4 McNicholas, Paul D. 4 Murphy, Thomas Brendan 4 Ritter, Gunter 4 Rocci, Roberto 3 Álvarez-Esteban, Pedro César 3 Coretto, Pietro 3 Hennig, Christian 3 Ruwet, C. 3 Taheri, Sona 3 Ugon, Julien 3 Zamar, Ruben H. 2 Agostinelli, Claudio 2 Corbellini, Aldo 2 Croux, Christophe 2 Filzmoser, Peter 2 Forbes, Florence 2 Fritz, Heinrich 2 Galimberti, Giuliano 2 Lin, Tsung I. 2 Lucadamo, Antonio 2 Maruotti, Antonello 2 Mirzayeva, Hijran G. 2 Morelli, Gianluca 2 San Martín, R. 2 Soffritti, Gabriele 2 Wang, Wan-Lun 2 Xiang, Sijia 2 Young, Derek Scott 1 Afreixo, Vera 1 Agapow, Paul-Michael 1 Aitkin, Murray A. 1 Amenta, Pietro 1 Amiguet, Michael 1 Amiri, Saeid 1 Arismendi, Juan Carlos 1 Arslan, Olcay 1 Bagnato, Luca 1 Bai, Xiuqin 1 Bai, Zhi-Dong 1 Balzanella, Antonio 1 Bar, Haim Y. 1 Bastos, João A. 1 Ben-David, Shai 1 Benoit, Dries F. 1 Biswas, Atanu 1 Boente, Graciela 1 Boyer, John E. jun. 1 Brault, Vincent 1 Brécheteau, Claire 1 Breiteneder, Christian J. 1 Brito, Paula 1 Broda, Simon A. 1 Brodinová, Šárka 1 Browne, Ryan P. 1 Brunet-Saumard, Camille 1 Bulusu, Krishna C. 1 Caiado, Jorge 1 Cardot, Hervé 1 Carlsson, Gunnar E. 1 Castro, Luis Mauricio 1 Cénac, Peggy 1 Cerasa, Andrea 1 Chen, Kun 1 Chen, Minghui 1 Cheng, Tsung-Chi 1 Cimen, Emre 1 Claeskens, Gerda 1 Clarke, Bertrand S. 1 Clarke, Jennifer Lynn 1 da Silva, Kassio C. F. 1 de A. Lima Neto, Eufrásio 1 de A. T. de Carvalho, Francisco 1 Deleforge, Antoine ...and 122 more Authors all top 5 Cited in 49 Serials 23 Computational Statistics and Data Analysis 23 Advances in Data Analysis and Classification. ADAC 12 Statistics and Computing 10 Statistical Methods and Applications 7 Journal of Statistical Computation and Simulation 7 Test 5 Journal of Classification 4 Information Sciences 4 Journal of Multivariate Analysis 4 International Journal of Approximate Reasoning 3 Computational Statistics 3 Statistical Papers 3 Journal of Computational and Graphical Statistics 2 The Annals of Statistics 2 Journal of the American Statistical Association 2 Metron 2 European Journal of Operational Research 2 Bernoulli 1 The Canadian Journal of Statistics 1 Scandinavian Journal of Statistics 1 Biometrical Journal 1 Journal of Computational and Applied Mathematics 1 Journal of Optimization Theory and Applications 1 Journal of Statistical Planning and Inference 1 Statistics & Probability Letters 1 Statistics 1 Statistical Science 1 Annals of Operations Research 1 Neural Computation 1 International Journal of Adaptive Control and Signal Processing 1 The Annals of Applied Probability 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Pattern Recognition 1 Optimization Methods & Software 1 Data Mining and Knowledge Discovery 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Statistical Modelling 1 Journal of Machine Learning Research (JMLR) 1 Journal of the Korean Statistical Society 1 Statistical Analysis and Data Mining 1 AStA. Advances in Statistical Analysis 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 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 12 Fields 147 Statistics (62-XX) 18 Numerical analysis (65-XX) 15 Computer science (68-XX) 7 Operations research, mathematical programming (90-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Probability theory and stochastic processes (60-XX) 3 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) 1 History and biography (01-XX) 1 Combinatorics (05-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.