Sciweavers

784 search results - page 6 / 157
» Diffeomorphic Dimensionality Reduction
Sort
View
CVPR
2007
IEEE
16 years 1 months ago
Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction
Linear Discriminant Analysis (LDA) is a popular statistical approach for dimensionality reduction. LDA captures the global geometric structure of the data by simultaneously maximi...
Jianhui Chen, Jieping Ye, Qi Li
PKDD
2004
Springer
116views Data Mining» more  PKDD 2004»
15 years 5 months ago
Random Matrices in Data Analysis
We show how carefully crafted random matrices can achieve distance-preserving dimensionality reduction, accelerate spectral computations, and reduce the sample complexity of certai...
Dimitris Achlioptas
79
Voted
CVPR
2005
IEEE
16 years 1 months ago
Combining Variable Selection with Dimensionality Reduction
Lior Wolf, Stanley M. Bileschi
CVPR
2007
IEEE
16 years 1 months ago
Dimensionality Reduction and Clustering on Statistical Manifolds
Sang-Mook Lee, A. Lynn Abbott, Philip A. Araman
83
Voted
ICIP
2000
IEEE
16 years 1 months ago
Dimensionality Reduction for Image Retrieval
Peng Wu, B. S. Manjunath, H. D. Shin