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005 20160413122516.0
007 cr nn 008mamaa
008 131126s2013 gw | s |||| 0|eng d
020 _a9783642389511
_9978-3-642-38951-1
024 7 _a10.1007/978-3-642-38951-1
_2doi
050 4 _aQH324.2-324.25
072 7 _aPSA
_2bicssc
072 7 _aUB
_2bicssc
072 7 _aCOM014000
_2bisacsh
082 0 4 _a570.285
_223
245 1 0 _aBasics of Bioinformatics
_h[electronic resource] :
_bLecture Notes of the Graduate Summer School on Bioinformatics of China /
_cedited by Rui Jiang, Xuegong Zhang, Michael Q. Zhang.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aXIX, 395 p. 123 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aBasics for Bioinformatics -- Basic Statistics for Bioinformatics -- Topics in Computational Genomics -- Statistical Methods in Bioinformatics -- Algorithms in Computational Biology -- Multivariate Statistical Methods in Bioinformatics Research -- Association Analysis for Human Diseases: Methods and Examples -- Data Mining and Knowledge Discovery Methods with Case Examples -- Applied Bioinformatics Tools -- Foundations for the Study of Structure and Function of Proteins -- Computational Systems Biology Approaches for Deciphering Traditional Chinese Medicine -- Advanced Topics in Bioinformatics and Computational Biology.
520 _aThis book outlines 11 courses and 15 research topics in bioinformatics, based on curriculums and talks in a graduate summer school on bioinformatics that was held in Tsinghua University. The courses include: Basics for Bioinformatics, Basic Statistics for Bioinformatics, Topics in Computational Genomics, Statistical Methods in Bioinformatics, Algorithms in Computational Biology, Multivariate Statistical Methods in Bioinformatics Research, Association Analysis for Human Diseases: Methods and Examples, Data Mining and Knowledge Discovery Methods with Case Examples, Applied Bioinformatics Tools, Foundations for the Study of Structure and Function of Proteins, Computational Systems Biology Approaches for Deciphering Traditional Chinese Medicine, and Advanced Topics in Bioinformatics and Computational Biology. This book can serve as not only a primer for beginners in bioinformatics, but also a highly summarized yet systematic reference book for researchers in this field. Rui Jiang and Xuegong Zhang are both professors at the Department of Automation, Tsinghua University, China. Professor Michael Q. Zhang works at the Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA.
650 0 _aComputer science.
650 0 _aGene expression.
650 0 _aData mining.
650 0 _aBioinformatics.
650 0 _aStatistics.
650 1 4 _aComputer Science.
650 2 4 _aComputational Biology/Bioinformatics.
650 2 4 _aBioinformatics.
650 2 4 _aGene Expression.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aStatistics for Life Sciences, Medicine, Health Sciences.
700 1 _aJiang, Rui.
_eeditor.
700 1 _aZhang, Xuegong.
_eeditor.
700 1 _aZhang, Michael Q.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642389504
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-38951-1
912 _aZDB-2-SCS
942 _2Dewey Decimal Classification
_ceBooks
999 _c47310
_d47310