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Trendafilov, Nickolay T.

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Author ID: trendafilov.nickolay-t Recent zbMATH articles by "Trendafilov, Nickolay T."
Published as: Trendafilov, Nickolay T.; Trendafilov, Nickolay; Trendafilov, N. T.

Publications by Year

Citations contained in zbMATH Open

24 Publications have been cited 119 times in 83 Documents Cited by Year
DALASS: variable selection in discriminant analysis via the LASSO. Zbl 1161.62379
Trendafilov, Nickolay T.; Jolliffe, Ian T.
17
2007
Projected gradient approach to the numerical solution of the SCoTLASS. Zbl 1429.62228
Trendafilov, Nickolay T.; Jolliffe, Ian T.
15
2006
From simple structure to sparse components: a review. Zbl 1306.65143
Trendafilov, Nickolay T.
12
2014
A majorization algorithm for simultaneous parameter estimation in robust exploratory factor analysis. Zbl 1284.62361
Unkel, S.; Trendafilov, N. T.
10
2010
Zig-zag exploratory factor analysis with more variables than observations. Zbl 1305.65081
Unkel, Steffen; Trendafilov, Nickolay T.
9
2013
Sparse versus simple structure loadings. Zbl 1323.62124
Trendafilov, Nickolay T.; Adachi, Kohei
8
2015
The multimode Procrustes problem. Zbl 0999.65051
Trendafilov, Nickolay T.; Lippert, Ross A.
7
2002
Stepwise estimation of common principal components. Zbl 1284.62360
Trendafilov, Nickolay T.
6
2010
Exploratory factor and principal component analyses: some new aspects. Zbl 1322.62043
Trendafilov, Nickolay T.; Unkel, Steffen; Krzanowski, Wojtek
5
2013
Sparse exploratory factor analysis. Zbl 1402.62129
Trendafilov, Nickolay T.; Fontanella, Sara; Adachi, Kohei
5
2017
Some mathematical properties of the matrix decomposition solution in factor analysis. Zbl 1391.62102
Adachi, Kohei; Trendafilov, Nickolay T.
4
2018
Sparse principal component analysis subject to prespecified cardinality of loadings. Zbl 1348.65014
Adachi, Kohei; Trendafilov, Nickolay T.
4
2016
Weakly correlated sparse components with nearly orthonormal loadings. Zbl 1406.94012
Genicot, Matthieu; Huang, Wen; Trendafilov, Nickolay T.
2
2015
Orthonormality-constrained INDSCAL with nonnegative saliences. Zbl 1127.91377
Trendafilov, Nickolay T.
2
2004
Simple and interpretable discrimination. Zbl 1452.62423
Trendafilov, Nickolay T.; Vines, Karen
2
2009
Sparse principal components by semi-partition clustering. Zbl 1304.65029
Enki, Doyo G.; Trendafilov, Nickolay T.
2
2012
Sparsest factor analysis for clustering variables: a matrix decomposition approach. Zbl 1416.62319
Adachi, Kohei; Trendafilov, Nickolay T.
2
2018
Recipes for sparse LDA of horizontal data. Zbl 1365.62253
Trendafilov, Nickolay T.; Gebru, Tsegay Gebrehiwot
1
2016
DINDSCAL: direct INDSCAL. Zbl 1322.62159
Trendafilov, Nickolay T.
1
2012
Noisy independent component analysis as a method of rotating the factor scores. Zbl 1173.62313
Unkel, Steffen; Trendafilov, Nickolay T.
1
2007
Independent component analysis for three-way data with an application from atmospheric science. Zbl 1306.62355
Unkel, Steffen; Hannachi, Abdel; Trendafilov, Nickolay T.; Jolliffe, Ian T.
1
2011
Penalty-free sparse PCA. Zbl 1436.62220
Adachi, Kohei; Trendafilov, Nickolay
1
2014
Some inequalities contrasting principal component and factor analyses solutions. Zbl 1430.62121
Adachi, Kohei; Trendafilov, Nickolay T.
1
2019
A clustering approach to interpretable principal components. Zbl 07265816
Enki, Doyo G.; Trendafilov, Nickolay T.; Jolliffe, Ian T.
1
2013
Some inequalities contrasting principal component and factor analyses solutions. Zbl 1430.62121
Adachi, Kohei; Trendafilov, Nickolay T.
1
2019
Some mathematical properties of the matrix decomposition solution in factor analysis. Zbl 1391.62102
Adachi, Kohei; Trendafilov, Nickolay T.
4
2018
Sparsest factor analysis for clustering variables: a matrix decomposition approach. Zbl 1416.62319
Adachi, Kohei; Trendafilov, Nickolay T.
2
2018
Sparse exploratory factor analysis. Zbl 1402.62129
Trendafilov, Nickolay T.; Fontanella, Sara; Adachi, Kohei
5
2017
Sparse principal component analysis subject to prespecified cardinality of loadings. Zbl 1348.65014
Adachi, Kohei; Trendafilov, Nickolay T.
4
2016
Recipes for sparse LDA of horizontal data. Zbl 1365.62253
Trendafilov, Nickolay T.; Gebru, Tsegay Gebrehiwot
1
2016
Sparse versus simple structure loadings. Zbl 1323.62124
Trendafilov, Nickolay T.; Adachi, Kohei
8
2015
Weakly correlated sparse components with nearly orthonormal loadings. Zbl 1406.94012
Genicot, Matthieu; Huang, Wen; Trendafilov, Nickolay T.
2
2015
From simple structure to sparse components: a review. Zbl 1306.65143
Trendafilov, Nickolay T.
12
2014
Penalty-free sparse PCA. Zbl 1436.62220
Adachi, Kohei; Trendafilov, Nickolay
1
2014
Zig-zag exploratory factor analysis with more variables than observations. Zbl 1305.65081
Unkel, Steffen; Trendafilov, Nickolay T.
9
2013
Exploratory factor and principal component analyses: some new aspects. Zbl 1322.62043
Trendafilov, Nickolay T.; Unkel, Steffen; Krzanowski, Wojtek
5
2013
A clustering approach to interpretable principal components. Zbl 07265816
Enki, Doyo G.; Trendafilov, Nickolay T.; Jolliffe, Ian T.
1
2013
Sparse principal components by semi-partition clustering. Zbl 1304.65029
Enki, Doyo G.; Trendafilov, Nickolay T.
2
2012
DINDSCAL: direct INDSCAL. Zbl 1322.62159
Trendafilov, Nickolay T.
1
2012
Independent component analysis for three-way data with an application from atmospheric science. Zbl 1306.62355
Unkel, Steffen; Hannachi, Abdel; Trendafilov, Nickolay T.; Jolliffe, Ian T.
1
2011
A majorization algorithm for simultaneous parameter estimation in robust exploratory factor analysis. Zbl 1284.62361
Unkel, S.; Trendafilov, N. T.
10
2010
Stepwise estimation of common principal components. Zbl 1284.62360
Trendafilov, Nickolay T.
6
2010
Simple and interpretable discrimination. Zbl 1452.62423
Trendafilov, Nickolay T.; Vines, Karen
2
2009
DALASS: variable selection in discriminant analysis via the LASSO. Zbl 1161.62379
Trendafilov, Nickolay T.; Jolliffe, Ian T.
17
2007
Noisy independent component analysis as a method of rotating the factor scores. Zbl 1173.62313
Unkel, Steffen; Trendafilov, Nickolay T.
1
2007
Projected gradient approach to the numerical solution of the SCoTLASS. Zbl 1429.62228
Trendafilov, Nickolay T.; Jolliffe, Ian T.
15
2006
Orthonormality-constrained INDSCAL with nonnegative saliences. Zbl 1127.91377
Trendafilov, Nickolay T.
2
2004
The multimode Procrustes problem. Zbl 0999.65051
Trendafilov, Nickolay T.; Lippert, Ross A.
7
2002
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Cited by 137 Authors

19 Trendafilov, Nickolay T.
10 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 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, Hung
1 Chen, Shixiang
1 Chen, Zehua
1 Choi, Nam Hee
1 Critchley, Frank
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
1 Mohammad-Djafari, Ali
1 Mu, Tingting
1 Murphy, Thomas Brendan
...and 37 more Authors

Citations by Year