Bioinformatics Database Systems

ISBN-13: 9780367574062 / Angielski / Miękka / 2020 / 270 str.

Kevin Byron; Katherine G. Herbert; Jason T. L. Wang

Opis

This book explains the world of database systems to bioinformatics and cheminformatics database users. It begins with a survey of popular databases, including primary genetic and protein sequence, phylogenetic, structure and pathway, and microarray databases. The text discusses information management and modeling issues in these databases, addre

Spis treści

OVERVIEW OF BIOINFORMATICS DATABASES. Introduction. Sequence Databases. Phylogenetic Databases. Structure And Pathway Databases. Microarray And Boutique Bioinformatics Databases. BIOLOGICAL DATA CLEANING. Introduction. General Data Cleaning. A Case Study In Biological Data Cleaning. BIOLOGICAL DATA INTEGRATION. Introduction. General Data Integration. Three Areas In Biological Data Integration. BIOLOGICAL DATA SEARCHING. Introduction. Biological Data Searching Using Blast. Biological Data Searching Using The Ucsc. Genome Browser And Blat. A Case Study In Phylogenetic Tree Database Search. A Case Study In Rna Pseudoknot Database Search. BIOLOGICAL DATA MINING. Introduction. General Data Mining. Biological Data Mining. A Case Study In Biological Pattern Discovery. A Case Study In Biological Data Mining. BIOLOGICAL NETWORK INFERENCE. Introduction. Gene Regulatory Network Inference. CLOUD-BASED BIOLOGICAL DATA PROCESSING. Introduction. Data Processing In The Cloud. Biological Data. Processing In The Cloud

O autorze

Kevin Byron is a PhD candidate in the Department of Computer Science at the New Jersey Institute of Technology.

Katherine G. Herbert is Associate Professor of Computer Science at Montclair State University.

Jason T.L. Wang is Professor of Bioinformatics and Computer Science at the New Jersey Institute of Technology.