E-Books → Genome Data Analysis

Published by: voska89 on 21-07-2021, 08:14 | 0

Genome Data Analysis by Ju Han Kim
English | PDF | 2019 | 367 Pages | ISBN : 9811319413 | 32.7 MB
This textbook describes recent advances in genomics and bioinformatics and provides numerous examples of genome data analysis that illustrate its relevance to real world problems and will improve the reader's bioinformatics skills. Basic data preprocessing with normalization and filtering, primary pattern analysis, and machine learning algorithms using R and Python are demonstrated for gene-expression microarrays, genotyping microarrays, next-generation sequencing data, epigenomic data, and biological network and semantic analyses. In addition, detailed attention is devoted to integrative genomic data analysis, including multivariate data projection, gene-metabolic pathway mapping, automated biomolecular annotation, text mining of factual and literature databases, and integrated management of biomolecular databases.

E-Books → The Alfalfa Genome

Published by: voska89 on 19-07-2021, 14:35 | 0

The Alfalfa Genome
English | 2021 | ISBN: 3030744655 | 296 Pages | PDF | 10 MB
This book is the first comprehensive compilation of deliberations on whole genome sequencing of the diploid and tetraploid alfalfa genomes including sequence assembly, gene annotation, and comparative genomics with the model legume genome, functional genomics, and genomics of important agronomic characters. Other chapters describe the genetic diversity and germplasm collections of alfalfa, as well as development of genetic markers and genome-wide association and genomic selection for economical important traits, genome editing, genomics, and breeding targets to address current and future needs.