Adaptive Kernel Classifiers Via Matrix Decomposition Updating for Biological Data Analysis

Hyunsoo Kim, Haesun Park

Research output: Chapter in Book/Report/Conference proceedingChapter

Original languageEnglish (US)
Title of host publicationMachine Learning in Bioinformatics
PublisherJohn Wiley & Sons, Inc.
Pages69-87
Number of pages19
ISBN (Print)9780470116623
DOIs
StatePublished - Apr 21 2008
Externally publishedYes

Keywords

  • Adaptive KDA and eigenvalue decomposition update or SVD update
  • Adaptive KDA/MSE based on complete orthogonal decompositions
  • Adaptive kernel classifiers via matrix decomposition

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