Bioinformatics

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ISBN 9788179926420
Published Year 2006
Publisher Jaico Publishing House
Condition New
Language English
Edition 1
Binding Hardbound
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Recent advances in biotechnology, spurred by the Human Genome Project, have resulted in the accumulation of vast amounts of new data. Ontologies – computer-readable, precise formulations of concepts (and the relationship among them) in a given field – are a critical framework for coping with the exponential growth of valuable biological data generated by high-output technologies. This book introduces the key concepts and applications of ontologies and ontology languages in bioinformatics and will be an essential guide for bioinformaticists, computer scientists, and life science researchers. The three parts of Ontologies for Bioinformatics ask, and answer, three pivotal questions: what ontologies are; how ontologies are used; and what ontologies could be (which focuses on how ontologies could be used for reasoning with uncertainty). The authors first introduce the notion of an ontology, from hierarchically organized ontologies to more general network organizations, and survey the best-known ontologies in biology and medicine. They show how to construct and use ontologies, classifying uses into three categories: querying, viewing, and transforming data to serve diverse purposes. Contrasting deductive, or Boolean, logic with inductive reasoning, they describe the goal of a synthesis that supports both styles of reasoning. They discuss Bayesian networks as a way of expressing uncertainty, describe data fusion, and propose that the World Wide Web can be extended to support reasoning with uncertainty. They call this inductive reasoning web the Bayesian web.

Specification

General

ISBN
9788179926420
Published Year
2006
Publisher
Jaico Publishing House
Condition
New
Language
English
Edition
1
Author
Kenneth Baclawski & Tianhua Niu
Binding
Hardbound
Information on technical characteristics, the delivery set, the country of manufacture and the appearance of the goods is for reference only and is based on the latest information available at the time of publication.

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Bioinformatics

by Kenneth Baclawski & Tianhua Niu (Author)
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