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Probabilistic Modeling in Bioinformatics and Medical Informatics
Dirk HusmeierRichard Dybowski
出版Springer Science & Business Media, 2005-02
主題Computers / GeneralComputers / Computer ScienceComputers / Data Science / GeneralComputers / Information TechnologyComputers / Programming / AlgorithmsComputers / Mathematical & Statistical SoftwareComputers / Data Science / BioinformaticsMathematics / AppliedMathematics / Discrete MathematicsMathematics / Probability & Statistics / GeneralMathematics / Probability & Statistics / Stochastic ProcessesMedical / GeneralMedical / AdministrationMedical / BiostatisticsMedical / Instruments & SuppliesMedical / InformaticsScience / Life Sciences / BiochemistryScience / Life Sciences / BiologyScience / Life Sciences / Molecular BiologyScience / Life Sciences / Anatomy & PhysiologyScience / Bioinformatics
ISBN18523377889781852337780
URLhttp://books.google.com.hk/books?id=ND8rjHNkJ-QC&hl=&source=gbs_api
EBookSAMPLE
註釋Probabilistic Modelling in Bioinformatics and Medical Informatics has been written for researchers and students in statistics, machine learning, and the biological sciences. The first part of this book provides a self-contained introduction to the methodology of Bayesian networks. The following parts demonstrate how these methods are applied in bioinformatics and medical informatics. All three fields - the methodology of probabilistic modeling, bioinformatics, and medical informatics - are evolving very quickly. The text should therefore be seen as an introduction, offering both elementary tutorials as well as more advanced applications and case studies.