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Gene expression / Microarrays / Molecular biology / Machine learning / Multivariate statistics / Ridge / Gene expression profiling / Unsupervised learning / Cluster analysis / Biology / Statistics / Biochemistry


Selecting Relevant Genes with a Spectral Approach massachusetts institute of technology — computer science and artificial intelligence laboratory Lior Wolf, Amnon Shashua
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Document Date: 2004-10-06 13:53:53

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Baltimore / al Gene Expression / Weighted / Honolulu / /

Company

Johns Hopkins University Press / P.N.A.S. / GSN / /

Country

Jordan / /

Currency

USD / /

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Facility

Plant Cell / Computational Learning McGovern Institute / laboratory Lior Wolf / Hebrew University / /

IndustryTerm

least-squares energy function / sparse solution / exponential search space / soft-decision-type algorithms / Spectral algorithms / supervised algorithm / energy function / exploratory data analysis tools / supervised and unsupervised algorithms / sparse solutions / reduction algorithms / array technologies / genome-wide expression data processing / unsupervised gene selection algorithm / /

MarketIndex

Top 40 / /

MedicalCondition

lymphoma / human tumors / large cell lymphoma / acute promyelocytic leukemia / diffuse large cell lymphoma / human diabetes / breast tumor / tumor / cancer / tumors / disease / childhood medulloblastomas / breast tumors / heat shock / /

Organization

Center for Biological / American Statistical Association / Biological and Computational Learning McGovern Institute for Brain Science Cambridge / Johns Hopkins University / Hebrew University / Jerusalem / School of Engineering & Computer Science / MIT Center for Genome Research / /

Person

N. Alon Spectral / Nature Genetics / Gene Set / I. Guyon / V. Vapnik Gene / S. Barnhill / Amnon Shashua / /

Position

candidate data matrix / /

ProvinceOrState

Maryland / Hawaii / /

PublishedMedium

Machine Learning / Genome Research / Journal of the American Statistical Association / /

Technology

alpha / hybridization / shashua@cs.huji.ac.il ABSTRACT Array technologies / machine learning / array technologies / Graph Algorithms / main algorithm / unsupervised gene selection algorithm / artificial intelligence / unsupervised algorithm / DNA Chip / gene expression / soft-decision-type algorithms / supervised and unsupervised algorithms / Dimensionality reduction algorithms / /

URL

www.ai.mit.edu/people/sayan/hemat / /

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