Computational systems bioinformatics
Subtitle: methods and biomedical applications
By: Xiaobo Zhou, Stephen T.C. Wong.
Contributors: Wong, Stephen T. C.
Publisher: World Scientific
Published: 2008
Place of publication: New Jersey
Language: eng
Number of pages: 387
ISBN-13: 9789812707048
Subjects: Computational biology; DNA microarrays; Bioinformatics; Computational Biology -- methods; Microarray Analysis -- methods; Oligonucleotide Array Sequence Analysis -- methods; Statistics as Topic -- methods
Notes: Includes bibliographical references and index.
Table of contents: title: Mathematical, statistical, and data mining principles; title: Missing value estimation using KNN and Bayesian methods; title: Normalization, scaling, and discretization; title: Cross-platform comparison; title: Discovering differential biomarkers; title: Gene selection and classification; title: Gene clustering; title: Gene prediction.; title: Reverse engineering : gene regulatory network construction and its behavior; title: Motif detection and transcription factor binding site (TFBS) identification; title: Integrated microarray and gene sequence analysis; title: Protein structure informatics; title: Biomarker discovery from proteomics; title: Bio-imaging informatics; title: Conclusions.