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HIS
2008
13 years 9 months ago
Diagnosing Patients Combining Principal Components Analysis and Case Based Reasoning
This paper addresses the application of a PCA analysis on categorical data prior to diagnose a patients data set using a Case-Based Reasoning (CBR) system. The particularity is th...
Carles Pous, Dani Caballero, Beatriz López
CVPR
2003
IEEE
14 years 9 months ago
Generalized Principal Component Analysis (GPCA)
This paper presents an algebro-geometric solution to the problem of segmenting an unknown number of subspaces of unknown and varying dimensions from sample data points. We represen...
René Vidal, Shankar Sastry, Yi Ma
ICPR
2006
IEEE
14 years 8 months ago
A Novel Pattern Classification Scheme: Classwise Non-Principal Component Analysis (CNPCA)
Cong Huang, Dongdong Fu, Guorong Xuan, Peiqi Chai,...
KDD
2008
ACM
130views Data Mining» more  KDD 2008»
14 years 8 months ago
Unsupervised feature selection for principal components analysis
Christos Boutsidis, Michael W. Mahoney, Petros Dri...