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» Gene set analysis using principal components
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59
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IEICET
2008
71views more  IEICET 2008»
15 years 3 months ago
A Novel View of Color-Based Visual Tracker Using Principal Component Analysis
Kiyoshi Nishiyama, Xin Lu
DATASCIENCE
2002
84views more  DATASCIENCE 2002»
15 years 3 months ago
The application of Principal Component Analysis to materials science data
The relationship between apparently disparate sets of data is a critical component of interpreting materials' behavior, especially in terms of assessing the impact of the mic...
Changwon Suh, Arun Rajagopalan, Xiang Li, Krishna ...
116
Voted
EACL
2006
ACL Anthology
15 years 4 months ago
Improving Probabilistic Latent Semantic Analysis with Principal Component Analysis
Probabilistic Latent Semantic Analysis (PLSA) models have been shown to provide a better model for capturing polysemy and synonymy than Latent Semantic Analysis (LSA). However, th...
Ayman Farahat, Francine Chen
114
Voted
ICANN
1997
Springer
15 years 7 months ago
Kernel Principal Component Analysis
A new method for performing a nonlinear form of Principal Component Analysis is proposed. By the use of integral operator kernel functions, one can e ciently compute principal comp...
Bernhard Schölkopf, Alex J. Smola, Klaus-Robe...
DAC
2006
ACM
16 years 4 months ago
Statistical timing analysis with correlated non-gaussian parameters using independent component analysis
We propose a scalable and efficient parameterized block-based statistical static timing analysis algorithm incorporating both Gaussian and non-Gaussian parameter distributions, ca...
Jaskirat Singh, Sachin S. Sapatnekar