A Manifold Learning Algorithm Based on Incremental Tangent Space Alignment

Chao Tan; Genlin Ji

doi:10.1007/978-3-319-48674-1_48

ScienceGate Book Chapters

BOOK-CHAPTER

A Manifold Learning Algorithm Based on Incremental Tangent Space Alignment

Chao Tan Genlin Ji

Year: 2016 Lecture notes in computer science Pages: 541-552 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-319-48674-1_48

Get Full-Text PDF Get Analytical Report

Keywords:

Nonlinear dimensionality reduction Tangent space Computer science Intrinsic dimension Manifold (fluid mechanics) Manifold alignment Dimensionality reduction Dimension (graph theory) Data point Tangent Data stream mining External Data Representation Representation (politics) Algorithm Artificial intelligence Mathematics Machine learning Curse of dimensionality Geometry

Metrics

Cited By

0.27

FWCI (Field Weighted Citation Impact)

Refs

0.66

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Video Surveillance and Tracking Methods

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Advanced Clustering Algorithms Research

Physical Sciences → Computer Science → Artificial Intelligence

A Manifold Learning Algorithm Based on Incremental Tangent Space Alignment

Metrics

Citation History

Topics

Related Documents

Incremental Manifold Learning Via Tangent Space Alignment

Incremental Line Tangent Space Alignment Algorithm

Self-Adaptive Streaming Big Data Learning Algorithm Based on Incremental Tangent Space Alignment

Manifold Alignment via Local Tangent Space Alignment

Incremental Alignment Manifold Learning