Geometric Structure of High-Dimensional Data and Dimensionality Reduction
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Published By Springer Berlin Heidelberg

9783642274961, 9783642274978

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Preliminary Calculus on Manifolds

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_2 ◽

2012 ◽

pp. 29-49

Author(s):

Jianzhong Wang

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Fast Algorithms for DR Approximation

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_15 ◽

2012 ◽

pp. 299-337

Author(s):

Jianzhong Wang

Keyword(s):

Fast Algorithms

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Local Tangent Space Alignment

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_11 ◽

2012 ◽

pp. 221-234 ◽

Author(s):

Jianzhong Wang

Keyword(s):

Tangent Space ◽

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Laplacian Eigenmaps

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_12 ◽

2012 ◽

pp. 235-247 ◽

Author(s):

Jianzhong Wang

Keyword(s):

Laplacian Eigenmaps

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Random Projection

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_7 ◽

2012 ◽

pp. 131-148

Author(s):

Jianzhong Wang

Keyword(s):

Random Projection

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Isomaps

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_8 ◽

2012 ◽

pp. 151-180

Author(s):

Jianzhong Wang

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Data Models and Structures of Kernels of DR

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_4 ◽

2012 ◽

pp. 79-91

Author(s):

Jianzhong Wang

Keyword(s):

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Diffusion Maps

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_14 ◽

2012 ◽

pp. 267-298

Author(s):

Jianzhong Wang

Keyword(s):

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Maximum Variance Unfolding

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_9 ◽

2012 ◽

pp. 181-202

Author(s):

Jianzhong Wang

Keyword(s):

Maximum Variance ◽

Maximum Variance Unfolding

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Introduction

Geometric Structure of High-Dimensional Data and Dimensionality Reduction ◽

10.1007/978-3-642-27497-8_1 ◽

2012 ◽

pp. 1-26

Author(s):

Jianzhong Wang

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