Nonlinear dimension reduction methods and segmentation of hyperspectral images

2008 IEEE 16th Signal Processing, Communication and Applications Conference ◽

10.1109/siu.2008.4632577 ◽

2008 ◽

Author(s):

Gokhan Bilgin ◽

Sarp Erturk ◽

Tulay Yildirim

Keyword(s):

Dimension Reduction ◽

Hyperspectral Images ◽

Nonlinear Dimension Reduction ◽

Reduction Methods ◽

Nonlinear Dimension

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A comparison study on nonlinear dimension reduction methods with kernel variations: Visualization, optimization and classification

Intelligent Data Analysis ◽

10.3233/ida-194486 ◽

2020 ◽

Vol 24 (2) ◽

pp. 267-290

Author(s):

Katherine C. Kempfert ◽

Yishi Wang ◽

Cuixian Chen ◽

Samuel W.K. Wong

Keyword(s):

Dimension Reduction ◽

Comparison Study ◽

Nonlinear Dimension Reduction ◽

Reduction Methods ◽

Nonlinear Dimension

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Nonlinear dimension reduction for conditional quantiles

Advances in Data Analysis and Classification ◽

10.1007/s11634-021-00439-6 ◽

2021 ◽

Author(s):

Eliana Christou ◽

Annabel Settle ◽

Andreas Artemiou

Keyword(s):

Dimension Reduction ◽

Conditional Quantiles ◽

Nonlinear Dimension Reduction ◽

Nonlinear Dimension

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A Multi-Step Nonlinear Dimension-Reduction Approach with Applications to Big Data

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2018.2876848 ◽

2019 ◽

Vol 31 (12) ◽

pp. 2249-2261 ◽

Author(s):

R. Krishnan ◽

V. A. Samaranayake ◽

S. Jagannathan

Keyword(s):

Big Data ◽

Dimension Reduction ◽

Nonlinear Dimension Reduction ◽

Nonlinear Dimension ◽

Reduction Approach

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Nonlinear Dimension Reduction via Local Tangent Space Alignment

Intelligent Data Engineering and Automated Learning - Lecture Notes in Computer Science ◽

10.1007/978-3-540-45080-1_66 ◽

2003 ◽

pp. 477-481 ◽

Author(s):

Zhenyue Zhang ◽

Hongyuan Zha

Keyword(s):

Dimension Reduction ◽

Tangent Space ◽

Nonlinear Dimension Reduction ◽

Nonlinear Dimension ◽

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A comparative analysis of classification methods for hyperspectral images generated with conventional dimension reduction methods

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES ◽

10.3906/elk-1503-167 ◽

2017 ◽

Vol 25 ◽

pp. 58-72 ◽

Author(s):

Ozan ARSLAN ◽

Özer AKYÜREK ◽

Şinasi KAYA

Keyword(s):

Comparative Analysis ◽

Dimension Reduction ◽

Hyperspectral Images ◽

Classification Methods ◽

Reduction Methods

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Nonlinear dimension reduction with Wright-Fisher kernel for genotype aggregation and association mapping

Bioinformatics ◽

10.1093/bioinformatics/bts406 ◽

2012 ◽

Vol 28 (18) ◽

pp. i375-i381 ◽

Author(s):

H. Zhu ◽

L. Li ◽

H. Zhou

Keyword(s):

Association Mapping ◽

Dimension Reduction ◽

Fisher Kernel ◽

Nonlinear Dimension Reduction ◽

Nonlinear Dimension

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Nonlinear dimension reduction using ISOMap based on class information

2009 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2009.5178988 ◽

2009 ◽

Author(s):

Minkook Cho ◽

Hyeyoung Park

Keyword(s):

Dimension Reduction ◽

Nonlinear Dimension Reduction ◽

Class Information ◽

Nonlinear Dimension

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Nonlinear dimension reduction via outer Bi-Lipschitz extensions

Proceedings of the 50th Annual ACM SIGACT Symposium on Theory of Computing - STOC 2018 ◽

10.1145/3188745.3188828 ◽

2018 ◽

Author(s):

Sepideh Mahabadi ◽

Konstantin Makarychev ◽

Yury Makarychev ◽

Ilya Razenshteyn

Keyword(s):

Dimension Reduction ◽

Nonlinear Dimension Reduction ◽

Lipschitz Extensions ◽

Nonlinear Dimension

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Nonlinear Dimension Reduction and Activation Detection for fMRI Dataset

2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06) ◽

10.1109/cvprw.2006.144 ◽

2006 ◽

Author(s):

Xilin Shen ◽

F.G. Meyer

Keyword(s):

Dimension Reduction ◽

Nonlinear Dimension Reduction ◽

Activation Detection ◽

Nonlinear Dimension

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Nonlinear Signal Sources Estimation Based on Nonlinear Dimension Reduction

DEStech Transactions on Engineering and Technology Research ◽

10.12783/dtetr/apop2017/18734 ◽

2018 ◽

Author(s):

Hong-yi LI ◽

Zhi-xuan MA ◽

Di ZHAO

Keyword(s):

Dimension Reduction ◽

Nonlinear Dimension Reduction ◽

Nonlinear Dimension ◽

Nonlinear Signal ◽

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