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Non-parametric statistics / Gene expression profiling / Kernel / Kalman filter / Cluster analysis / Nonlinear dimensionality reduction / Gene expression / Dynamical system / Statistics / Multivariate statistics / Microarrays


In Proc. of Pacific Symposium of Biocomputing, Maui, Hawaii, [removed]CLASS PREDICTION FROM TIME SERIES GENE EXPRESSION PROFILES USING DYNAMICAL SYSTEMS KERNELS KARSTEN M. BORGWARDT
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Document Date: 2006-02-01 05:58:05


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City

Canberra / Munich / /

Country

Australia / /

/

Facility

University of Munich / HANS-PETER KRIEGEL Institute / BORGWARDT Institute / /

IndustryTerm

dot products / potential applications / cellular gene expression control network / time systems / scalar products / dot product / closed form solution / sub-optimal closed form solution / data mining algorithms / linear combination scalar products / computational tools / dynamical systems / /

MedicalCondition

cancer / disease / same disease / Multiple Sclerosis / infection / /

MedicalTreatment

chemotherapy / drug therapy / /

Organization

Institute for Computer Science / University of Munich / /

Position

expressive model for interpreting molecular processes within cells / Fisher / /

ProvinceOrState

Hawaii / /

Technology

control network / DNA Chip / GENE EXPRESSION / chemotherapy / data mining algorithms / Machine Learning / /

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