Computational systems bioinformatics : methods and biomedical applications /
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
9789812707048 (hardcover) 9812707042 (hardcover)
Computational Biology--methods
Microarray Analysis--methods
Oligonucleotide Array Sequence Analysis--methods
Statistics as Topic--method
QU26.5 / .Z63c 2008 9
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
9789812707048 (hardcover) 9812707042 (hardcover)
Computational Biology--methods
Microarray Analysis--methods
Oligonucleotide Array Sequence Analysis--methods
Statistics as Topic--method
QU26.5 / .Z63c 2008 9