Computational systems bioinformatics :
Zhou, Xiaobo.
Computational systems bioinformatics : methods and biomedical applications / Xiaobo Zhou, Stephen T.C. Wong. - New Jersey : World Scientific, c2008. - x, 387 p. : il (algunas a col.) ; 24 cm.
Incluye referencias bibliográficas e índice.
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)
2007037128
Computational biology.
DNA microarrays.
Bioinformatics.
Biología computacional .
Microarreglos del ácido desoxirribonucleico.
Bioinformática.
QH324.2 / Z47 2008
572.80285
Computational systems bioinformatics : methods and biomedical applications / Xiaobo Zhou, Stephen T.C. Wong. - New Jersey : World Scientific, c2008. - x, 387 p. : il (algunas a col.) ; 24 cm.
Incluye referencias bibliográficas e índice.
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)
2007037128
Computational biology.
DNA microarrays.
Bioinformatics.
Biología computacional .
Microarreglos del ácido desoxirribonucleico.
Bioinformática.
QH324.2 / Z47 2008
572.80285
