Subspace projection: A unified framework for a class of partition-based dimension reduction techniques

DOI10.1016/j.ins.2008.12.004zbMath1183.68224OpenAlexW2127820488MaRDI QIDQ1006743

Khanh Vu, Kien A. Hua, Hao Cheng

Publication date: 25 March 2009

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2008.12.004

zbMATH Keywords

dimensionality reductionsimilarity searchsubspace projectiondimension partitionmultidimensional indexing

Mathematics Subject Classification ID

Searching and sorting (68P10)

Related Items

Boundary-based lower-bound functions for dynamic time warping and their indexing ⋮ Adaptive nonlinear manifolds and their applications to pattern recognition

Uses Software

• UCI-ml

Cites Work

• On Lipschitz embedding of finite metric spaces in Hilbert space
• SubXPCA and a generalized feature partitioning approach to principal component analysis
• Kernel class-wise locality preserving projection
• Dimensionality reduction for fast similarity search in large time series databases
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