01945cam a22003734a 4500 15001831 BD-KhUET 20140319153210.0 20140319s2008 njua b 001 0 eng 2007037128 9789812707048 (hardcover) 9812707042 (hardcover) DNLM/DLC DLC YDX NLM BAKER BTCTA YDXCP BD-KhUET 572.80285 22 Zhou, Xiaobo. Computational systems bioinformatics : methods and biomedical applications / Xiaobo Zhou, Stephen T.C. Wong. New Jersey : World Scientific, c2008. x, 387 p. : ill. (some col.) ; 24 cm. Includes bibliographical references and index. Mathematical, 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. Reverse 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. Computational biology. DNA microarrays. Bioinformatics. Computational Biology methods. Microarray Analysis methods. Oligonucleotide Array Sequence Analysis methods. Statistics as Topic methods. Wong, Stephen T. C. Table of contents only http://www.loc.gov/catdir/toc/ecip0727/2007037128.html ddc BK 9176 9176 0 0 ddc 0 1 KUETCL KUETCL DISPLAY 2010-06-15 0 572.80285 ZHO 3010043210 2014-03-19 00:00:00 01 2014-03-19 BK