Exploring and predicting phenotype and function in cancer biology [electronic resource] : working in high dimensional data spaces / Robert Clarke.
Material type: FilmSeries: Henry Stewart talksBiomedical & life sciences collection. Using bioinformatics in the exploration of genetic diversity : fundamentals and recent advances: Publisher: London : Henry Stewart Talks, 2007Description: 1 online resource (1 streaming video file (39 min.) : color, sound)Subject(s): Computational Biology | Gene Expression | Genetics | Phenotype | Variation (Genetics)Online resources: Click here to access online | SeriesAnimated audio-visual presentation with synchronized narration.
Title from title frames.
Contents: Genes and phenotypes -- Gene expression microarrays -- Data properties -- Structure of microarray data -- Curse of dimensionality -- Concentration of measure -- Blessing of smoothness -- Multimodality -- Data analysis -- Reducing dimensionality -- Clustering and gene selection -- Validation.
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Mode of access: World Wide Web.