Free Ebook Ontologies for Bioinformatics (Computational Molecular Biology)
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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. Ontologies for Bioinformatics (Computational Molecular ... Ontologies for Bioinformatics (Computational Molecular ... (Computational Molecular Biology). ... with a chapter on building bioinformatics ontologies ... Ontologies for Bioinformatics (Computational Molecular ... ... (Computational Molecular Biology). ... Ontologies are viewed as a means to ... Ontologies in Bioinformatics attempts to address this need for ... Ontologies for Bioinformatics (Computational Molecular ... Ontologies for Bioinformatics (Computational ... Conference on Bioinformatics Computational Biology and ... for Bioinformatics (Computational Molecular ... Ontologies for Bioinformatics The MIT Press From Computational Molecular Biology. ... Ontologies -- computer ... and life science researchers.The three parts of Ontologies for Bioinformatics ask ... Ontologies for Bioinformatics (Computational Molecular ... ... Ontologies for Bioinformatics (Computational Molecular Biology) ... (Computational Molecular Biology) ... Ontologies for Bioinformatics (Computational Molecular ... Ontologies for Bioinformatics (Computational Molecular ... ... (Computational Molecular Biology). ... Ontologies in Bioinformatics attempts to address this need for people who have no prior background ... Ontologies for bioinformatics. Computational molecular ... ... Ontologies for bioinformatics. Computational molecular ... Ontologies for bioinformatics. Computational molecular ... bioinformatics has moved to make ... Computational Molecular Biology The MIT Press Computational molecular biology is a ... An overview of algorithms important to computational structural biology that addresses such ... Ontologies for Bioinformatics. Ontologies for Bioinformatics (Computational Molecular ... ... (Computational Molecular Biology): 9780262025911: ... and life science researchers.The three parts of Ontologies for Bioinformatics ask and answer ... Ontologies for molecular biology and bioinformatics Ontologies for molecular biology and bioinformatics ... Why ontologies for molecular biology? ... concepts occurs with the result that computational inference ...
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