01984cam a22003614a 450000100090000000300090000900500170001800800430003501000170007802000300009502000270012504000590015208200180021110000180022924501150024726000440036230000440040650400510045050503070050150503260080865000270113465000210116165000200118265000360120265000340123865000540127265000340132670000240136085600830138494200120146799900150147995201280149415001831BD-KhUET20140319153210.020140319s2008 njua b 001 0 eng  a 2007037128 a9789812707048 (hardcover) a9812707042 (hardcover) aDNLM/DLCcDLCdYDXdNLMdBAKERdBTCTAdYDXCPdBD-KhUET00a572.802852221 aZhou, Xiaobo.10aComputational systems bioinformatics :bmethods and biomedical applications /cXiaobo Zhou, Stephen T.C. Wong. aNew Jersey :bWorld Scientific,cc2008. ax, 387 p. :bill. (some col.) ;c24 cm. aIncludes bibliographical references and index.0 aMathematical, statistical, and data mining principles -- Missing value estimation using KNN and Bayesian methods -- Normalization, scaling, and discretization -- Cross-platform comparison -- Discovering differential biomarkers -- Gene selection and classification -- Gene clustering -- Gene prediction.0 aReverse engineering : gene regulatory network construction and its behavior -- Motif detection and transcription factor binding site (TFBS) identification -- Integrated microarray and gene sequence analysis -- Protein structure informatics -- Biomarker discovery from proteomics -- Bio-imaging informatics -- Conclusions. 0aComputational biology. 0aDNA microarrays. 0aBioinformatics.12aComputational Biologyxmethods.22aMicroarray Analysisxmethods.22aOligonucleotide Array Sequence Analysisxmethods.22aStatistics as Topicxmethods.1 aWong, Stephen T. C.413Table of contents onlyuhttp://www.loc.gov/catdir/toc/ecip0727/2007037128.html 2ddccBK c9176d9176 00102ddc4071aKUETCLbKUETCLcDISPLAYd2010-06-15l0o572.80285 ZHOp3010043210r2014-03-19 00:00:00t01w2014-03-19yBK