Edit Profile (opens in new tab) Trendafilov, Nickolay T. Compute Distance To: Compute Author ID: trendafilov.nickolay-t Published as: Trendafilov, Nickolay T.; Trendafilov, Nickolay; Trendafilov, N. T. more...less Documents Indexed: 37 Publications since 1978, including 1 Book 1 Contribution as Editor Co-Authors: 16 Co-Authors with 29 Joint Publications 144 Co-Co-Authors all top 5 Co-Authors 6 single-authored 10 Adachi, Kohei 7 Unkel, Steffen 5 Jolliffe, Ian T. 3 Fontanella, Sara 2 Enki, Doyo G. 2 Hannachi, Abdel 2 Vandev, Dimitar L. 1 Dineva, Petia S. 1 Dzhupanov, Ventseslav A. 1 Eldén, Lars 1 Gallo, Michele 1 Gebru, Tsegay Gebrehiwot 1 Genicot, Matthieu 1 Huang, Wen 1 Kleinsteuber, Martin 1 Krzanowski, Wojtek Janusz 1 Lippert, Ross A. 1 Uno, Kohei 1 Vines, Karen all top 5 Serials 5 Psychometrika 5 Computational Statistics 5 Computational Statistics and Data Analysis 2 Teoretichna i Prilozhna Mekhanika 2 Journal of Applied Statistics 2 Statistics and Computing 1 Metron 1 Sitzungsberichte. Abteilung II. Österreichische Akademie der Wissenschaften, Mathematisch-Naturwissenschaftliche Klasse 1 Doklady Bolgarskoĭ Akademii Nauk 1 Linear Algebra and its Applications 1 Serdica 1 Advances in Data Analysis and Classification. ADAC 1 Statistical Analysis and Data Mining 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Springer Series in the Data Sciences 1 Japanese Journal of Statistics and Data Science all top 5 Fields 31 Statistics (62-XX) 6 Numerical analysis (65-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 2 Number theory (11-XX) 2 Measure and integration (28-XX) 2 Functional analysis (46-XX) 2 Probability theory and stochastic processes (60-XX) 2 Computer science (68-XX) 2 Operations research, mathematical programming (90-XX) 1 General and overarching topics; collections (00-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Fluid mechanics (76-XX) 1 Optics, electromagnetic theory (78-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Geophysics (86-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 24 Publications have been cited 125 times in 84 Documents Cited by ▼ Year ▼ DALASS: variable selection in discriminant analysis via the LASSO. Zbl 1161.62379Trendafilov, Nickolay T.; Jolliffe, Ian T. 17 2007 Projected gradient approach to the numerical solution of the SCoTLASS. Zbl 1429.62228Trendafilov, Nickolay T.; Jolliffe, Ian T. 15 2006 A majorization algorithm for simultaneous parameter estimation in robust exploratory factor analysis. Zbl 1284.62361Unkel, S.; Trendafilov, N. T. 12 2010 From simple structure to sparse components: a review. Zbl 1306.65143Trendafilov, Nickolay T. 12 2014 Zig-zag exploratory factor analysis with more variables than observations. Zbl 1305.65081Unkel, Steffen; Trendafilov, Nickolay T. 9 2013 Sparse versus simple structure loadings. Zbl 1323.62124Trendafilov, Nickolay T.; Adachi, Kohei 8 2015 The multimode Procrustes problem. Zbl 0999.65051Trendafilov, Nickolay T.; Lippert, Ross A. 7 2002 Sparse exploratory factor analysis. Zbl 1402.62129Trendafilov, Nickolay T.; Fontanella, Sara; Adachi, Kohei 7 2017 Stepwise estimation of common principal components. Zbl 1284.62360Trendafilov, Nickolay T. 6 2010 Some mathematical properties of the matrix decomposition solution in factor analysis. Zbl 1391.62102Adachi, Kohei; Trendafilov, Nickolay T. 5 2018 Exploratory factor and principal component analyses: some new aspects. Zbl 1322.62043Trendafilov, Nickolay T.; Unkel, Steffen; Krzanowski, Wojtek 5 2013 Sparse principal component analysis subject to prespecified cardinality of loadings. Zbl 1348.65014Adachi, Kohei; Trendafilov, Nickolay T. 4 2016 Sparsest factor analysis for clustering variables: a matrix decomposition approach. Zbl 1416.62319Adachi, Kohei; Trendafilov, Nickolay T. 3 2018 Orthonormality-constrained INDSCAL with nonnegative saliences. Zbl 1127.91377Trendafilov, Nickolay T. 2 2004 Sparse principal components by semi-partition clustering. Zbl 1304.65029Enki, Doyo G.; Trendafilov, Nickolay T. 2 2012 Simple and interpretable discrimination. Zbl 1452.62423Trendafilov, Nickolay T.; Vines, Karen 2 2009 Weakly correlated sparse components with nearly orthonormal loadings. Zbl 1406.94012Genicot, Matthieu; Huang, Wen; Trendafilov, Nickolay T. 2 2015 A clustering approach to interpretable principal components. Zbl 07265816Enki, Doyo G.; Trendafilov, Nickolay T.; Jolliffe, Ian T. 1 2013 Penalty-free sparse PCA. Zbl 1436.62220Adachi, Kohei; Trendafilov, Nickolay 1 2014 Independent component analysis for three-way data with an application from atmospheric science. Zbl 1306.62355Unkel, Steffen; Hannachi, Abdel; Trendafilov, Nickolay T.; Jolliffe, Ian T. 1 2011 Some inequalities contrasting principal component and factor analyses solutions. Zbl 1430.62121Adachi, Kohei; Trendafilov, Nickolay T. 1 2019 DINDSCAL: direct INDSCAL. Zbl 1322.62159Trendafilov, Nickolay T. 1 2012 Recipes for sparse LDA of horizontal data. Zbl 1365.62253Trendafilov, Nickolay T.; Gebru, Tsegay Gebrehiwot 1 2016 Noisy independent component analysis as a method of rotating the factor scores. Zbl 1173.62313Unkel, Steffen; Trendafilov, Nickolay T. 1 2007 Some inequalities contrasting principal component and factor analyses solutions. Zbl 1430.62121Adachi, Kohei; Trendafilov, Nickolay T. 1 2019 Some mathematical properties of the matrix decomposition solution in factor analysis. Zbl 1391.62102Adachi, Kohei; Trendafilov, Nickolay T. 5 2018 Sparsest factor analysis for clustering variables: a matrix decomposition approach. Zbl 1416.62319Adachi, Kohei; Trendafilov, Nickolay T. 3 2018 Sparse exploratory factor analysis. Zbl 1402.62129Trendafilov, Nickolay T.; Fontanella, Sara; Adachi, Kohei 7 2017 Sparse principal component analysis subject to prespecified cardinality of loadings. Zbl 1348.65014Adachi, Kohei; Trendafilov, Nickolay T. 4 2016 Recipes for sparse LDA of horizontal data. Zbl 1365.62253Trendafilov, Nickolay T.; Gebru, Tsegay Gebrehiwot 1 2016 Sparse versus simple structure loadings. Zbl 1323.62124Trendafilov, Nickolay T.; Adachi, Kohei 8 2015 Weakly correlated sparse components with nearly orthonormal loadings. Zbl 1406.94012Genicot, Matthieu; Huang, Wen; Trendafilov, Nickolay T. 2 2015 From simple structure to sparse components: a review. Zbl 1306.65143Trendafilov, Nickolay T. 12 2014 Penalty-free sparse PCA. Zbl 1436.62220Adachi, Kohei; Trendafilov, Nickolay 1 2014 Zig-zag exploratory factor analysis with more variables than observations. Zbl 1305.65081Unkel, Steffen; Trendafilov, Nickolay T. 9 2013 Exploratory factor and principal component analyses: some new aspects. Zbl 1322.62043Trendafilov, Nickolay T.; Unkel, Steffen; Krzanowski, Wojtek 5 2013 A clustering approach to interpretable principal components. Zbl 07265816Enki, Doyo G.; Trendafilov, Nickolay T.; Jolliffe, Ian T. 1 2013 Sparse principal components by semi-partition clustering. Zbl 1304.65029Enki, Doyo G.; Trendafilov, Nickolay T. 2 2012 DINDSCAL: direct INDSCAL. Zbl 1322.62159Trendafilov, Nickolay T. 1 2012 Independent component analysis for three-way data with an application from atmospheric science. Zbl 1306.62355Unkel, Steffen; Hannachi, Abdel; Trendafilov, Nickolay T.; Jolliffe, Ian T. 1 2011 A majorization algorithm for simultaneous parameter estimation in robust exploratory factor analysis. Zbl 1284.62361Unkel, S.; Trendafilov, N. T. 12 2010 Stepwise estimation of common principal components. Zbl 1284.62360Trendafilov, Nickolay T. 6 2010 Simple and interpretable discrimination. Zbl 1452.62423Trendafilov, Nickolay T.; Vines, Karen 2 2009 DALASS: variable selection in discriminant analysis via the LASSO. Zbl 1161.62379Trendafilov, Nickolay T.; Jolliffe, Ian T. 17 2007 Noisy independent component analysis as a method of rotating the factor scores. Zbl 1173.62313Unkel, Steffen; Trendafilov, Nickolay T. 1 2007 Projected gradient approach to the numerical solution of the SCoTLASS. Zbl 1429.62228Trendafilov, Nickolay T.; Jolliffe, Ian T. 15 2006 Orthonormality-constrained INDSCAL with nonnegative saliences. Zbl 1127.91377Trendafilov, Nickolay T. 2 2004 The multimode Procrustes problem. Zbl 0999.65051Trendafilov, Nickolay T.; Lippert, Ross A. 7 2002 all cited Publications top 5 cited Publications all top 5 Cited by 141 Authors 19 Trendafilov, Nickolay T. 11 Adachi, Kohei 4 Unkel, Steffen 3 Jolliffe, Ian T. 3 Vichi, Maurizio 2 Absil, Pierre-Antoine 2 Brusco, Michael J. 2 De Winter, Joost C. F. 2 Dodou, Dimitra 2 Eldén, Lars 2 Fang, Yixin 2 Fontanella, Sara 2 He, Yong 2 Kurdyka, Krzysztof 2 Moustaki, Irini 2 Tibshirani, Robert John 2 Uno, Kohei 2 Vines, Karen 2 Witten, Daniela M. 1 Ahipaşaoğlu, Selin Damla 1 Ahn, Jeongyoun 1 Alfò, Marco 1 Aminghafari, Mina 1 Ananiadou, Sophia 1 Anaya-Izquierdo, Karim Alejandro 1 Atkins, Philip J. 1 Bagnato, Luca 1 Barlow, Jesse L. 1 Bergner, Yoav 1 Binder, Harald 1 Bock, Hans-Hermann 1 Borckmans, Pierre B. 1 Bouveyron, Charles 1 Bove, Giuseppe 1 Brockmeier, Austin J. 1 Browne, Ryan P. 1 Brunet, Camille 1 Cai, Jingyu 1 Cavicchia, Carlo 1 Chen, Baoline 1 Chen, Hao 1 Chen, Hung 1 Chen, Shixiang 1 Chen, Zehua 1 Choi, Nam Hee 1 Critchley, Frank 1 Cummins, Mark 1 Dean, Nema 1 Di Zio, Simone 1 Dinh, Si Tiep 1 Duras, Toni 1 Easter Selvan, S. 1 Farcomeni, Alessio 1 Fiori, Simone 1 Foschi, Paolo 1 Fraley, Chris 1 Freitas, Adelaide Valente 1 Gardner-Lubbe, Sugnet 1 Gebru, Tsegay Gebrehiwot 1 Geminiani, Elena 1 Giordani, Paolo E. 1 Goulermas, John Yannis 1 Gower, John C. 1 Grubišić, Igor 1 Gu, Fei 1 Guerra-Urzola, Rosember 1 Halpin, Peter F. 1 Hannachi, Abdel 1 Hastie, Trevor John 1 Hesterberg, Timothy C. 1 Huang, Po-Hsien 1 Huang, Xin 1 Hwang, Heungsun 1 Ikemoto, Hiroki 1 Ippoliti, Luigi 1 Jahani, Majid 1 Jeon, Yongho 1 Ji, Jiadong 1 Jin, Man 1 Jin, Shaobo 1 Jung, Kwanghee 1 Kestler, Hans A. 1 Kim, Nam-Hwui 1 Kleinsteuber, Martin 1 Krzanowski, Wojtek Janusz 1 le Roux, Niël J. 1 Lijoi, Antonio 1 Luo, Ruiyan 1 Luo, Shan 1 Lykou, Anastasia 1 Ma, Shiqian 1 Macedo, Eloísa 1 Mai, Qing 1 Makino, Naomichi 1 Marasini, Donata 1 Marra, Giampiero 1 Meier, Lukas 1 Merla, Arcangelo 1 Merola, Giovanni Maria 1 Mitsuhiro, Masaki ...and 41 more Authors all top 5 Cited in 35 Serials 16 Computational Statistics and Data Analysis 13 Psychometrika 9 Computational Statistics 4 Journal of Multivariate Analysis 3 Journal of Applied Statistics 3 Statistics and Computing 3 Japanese Journal of Statistics and Data Science 2 Biometrics 2 Metron 2 Communications in Statistics. Simulation and Computation 2 Communications in Statistics. Theory and Methods 2 The Annals of Applied Statistics 1 Scandinavian Journal of Statistics 1 Annales de l’Institut Fourier 1 Systems & Control Letters 1 Statistics & Probability Letters 1 Econometric Reviews 1 Neural Computation 1 European Journal of Operational Research 1 Journal of Statistical Computation and Simulation 1 Linear Algebra and its Applications 1 Mathematical Programming. Series A. Series B 1 SIAM Journal on Optimization 1 Statistical Papers 1 Australian & New Zealand Journal of Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Optimization and Engineering 1 Biostatistics 1 Discrete and Continuous Dynamical Systems. Series B 1 Journal of Machine Learning Research (JMLR) 1 Statistical Methods and Applications 1 Advances in Data Analysis and Classification. ADAC 1 Statistical Analysis and Data Mining 1 Statistics Surveys 1 Journal of the Japan Statistical Society. Japanese Issue all top 5 Cited in 15 Fields 78 Statistics (62-XX) 19 Numerical analysis (65-XX) 8 Operations research, mathematical programming (90-XX) 6 General and overarching topics; collections (00-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 4 Computer science (68-XX) 3 Biology and other natural sciences (92-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Differential geometry (53-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Algebraic geometry (14-XX) 1 Ordinary differential equations (34-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Quantum theory (81-XX) Citations by Year