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Comparing Classical and Robust Sparse PCA
Synergies of Soft Computing and Statistics for Intelligent Data Analysis - Advances in Intelligent Systems and Computing
◽
10.1007/978-3-642-33042-1_31
◽
2013
◽
pp. 283-291
◽
Cited By ~ 3
Author(s):
Valentin Todorov
◽
Peter Filzmoser
Keyword(s):
Sparse Pca
Download Full-text
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Tensor sparse PCA and face recognition: a novel approach
SN Applied Sciences
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10.1007/s42452-020-2999-2
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2020
◽
Vol 2
(7)
◽
Author(s):
Loc Tran
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Linh Tran
◽
Trang Hoang
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Bao Bui
Keyword(s):
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Sparse Pca
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Novel Approach
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Non-Negative Sparse PCA: An Intelligible Exact Approach
IEEE Transactions on Emerging Topics in Computational Intelligence
◽
10.1109/tetci.2020.3042268
◽
2020
◽
pp. 1-13
Author(s):
Ioannis Tsingalis
◽
Constantine Kotropoulos
◽
Anastasios Drosou
◽
Dimitrios Tzovaras
Keyword(s):
Sparse Pca
◽
Exact Approach
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Functional logistic discrimination with sparse PCA and its application to the structural MRI
Behaviormetrika
◽
10.1007/s41237-019-00079-3
◽
2019
◽
Vol 46
(1)
◽
pp. 147-162
◽
Cited By ~ 2
Author(s):
Yuko Araki
◽
Atsushi Kawaguchi
Keyword(s):
Structural Mri
◽
Sparse Pca
◽
Logistic Discrimination
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On a development of sparse PCA method for face recognition problem
10.1109/atc52653.2021.9598326
◽
2021
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Author(s):
Loc Tran
◽
Bich Ngo
◽
Tuan Tran
◽
Lam Pham
◽
An Mai
Keyword(s):
Face Recognition
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Recognition Problem
◽
Sparse Pca
◽
Pca Method
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Structured sparse PCA to identify miRNA co-regulatory modules
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
◽
10.1109/icassp.2014.6854116
◽
2014
◽
Cited By ~ 2
Author(s):
Shaogang Ren
◽
Xiaoning Qian
Keyword(s):
Sparse Pca
◽
Regulatory Modules
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Anomaly localization for network data streams with graph joint sparse PCA
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11
◽
10.1145/2020408.2020557
◽
2011
◽
Cited By ~ 20
Author(s):
Ruoyi Jiang
◽
Hongliang Fei
◽
Jun Huan
Keyword(s):
Data Streams
◽
Network Data
◽
Sparse Pca
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Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization
IEEE Transactions on Information Theory
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10.1109/tit.2018.2810020
◽
2018
◽
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◽
pp. 4872-4894
◽
Cited By ~ 4
Author(s):
Jess Banks
◽
Cristopher Moore
◽
Roman Vershynin
◽
Nicolas Verzelen
◽
Jiaming Xu
Keyword(s):
Phase Transitions
◽
Sparse Pca
◽
Information Theoretic
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Nonnegative Sparse PCA
Advances in Neural Information Processing Systems 19
◽
10.7551/mitpress/7503.003.0200
◽
2007
◽
Keyword(s):
Sparse Pca
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Dimensionality Reduction Performance of Sparse PCA Methods
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Nature of Computation and Communication
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10.1007/978-3-030-92942-8_12
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2021
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pp. 138-148
Author(s):
Thanh Do Van
Keyword(s):
Dimensionality Reduction
◽
Sparse Pca
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Sparse PCA for High-Dimensional Data With Outliers
Technometrics
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10.1080/00401706.2015.1093962
◽
2016
◽
Vol 58
(4)
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pp. 424-434
◽
Cited By ~ 25
Author(s):
Mia Hubert
◽
Tom Reynkens
◽
Eric Schmitt
◽
Tim Verdonck
Keyword(s):
High Dimensional Data
◽
High Dimensional
◽
Sparse Pca
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