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Titlebook: Probabilistic Modeling in Bioinformatics and Medical Informatics; Dirk Husmeier,Richard Dybowski,Stephen Roberts Book 2005 Springer-Verlag

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书目名称Probabilistic Modeling in Bioinformatics and Medical Informatics
编辑Dirk Husmeier,Richard Dybowski,Stephen Roberts
视频video
概述There is currently no other book that provides a contemporary survey of probabilistic models in both bio-medicine and bio-informatics.An internet site will accompany the book.Includes supplementary ma
丛书名称Advanced Information and Knowledge Processing
图书封面Titlebook: Probabilistic Modeling in Bioinformatics and Medical Informatics;  Dirk Husmeier,Richard Dybowski,Stephen Roberts Book 2005 Springer-Verlag
描述.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.
出版日期Book 2005
关键词DNA; STATISTICA; bioinformatics; biology; calculus; classification; hidden markov model; informatics; medica
版次1
doihttps://doi.org/10.1007/b138794
isbn_softcover978-1-84996-912-3
isbn_ebook978-1-84628-119-8Series ISSN 1610-3947 Series E-ISSN 2197-8441
issn_series 1610-3947
copyrightSpringer-Verlag London 2005
The information of publication is updating

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Bayes Consistent Classification of EEG Data by Approximate Marginalizationessing stage are obtained in closed form. Classification requires integration over this latent feature space, which in this chapter is done approximately by a Markov chain Monte Carlo (MCMC) method. Our approach is applied to classifying cognitive states from EEG segments and to classification of sleep spindles.
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Ian T. Nabney,David J. Evans,Yann Brulé,Caroline Gordon
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Dirk Husmeier,Frank Wrighte Komplexität schlägt sich etwa im heterogenen Spektrum von Akteurs­typen, deren Inter­aktions­vernetztheit, in multiplen Rollen derselben Akteure sowie in einer steigenden Komplexität von Absatzgütern und -prozessen nieder.978-3-658-08565-0978-3-658-08566-7Series ISSN 2628-1120 Series E-ISSN 2628-1139
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Dirk Husmeierivistic corrections, the role of the various electric and magnetic multipoles and the dependence on realistic potential models. Our aim is in the same spirit as outlined in III, namely to find out which observables are most sensitive to the various ingredients and which ones are little affected by,
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Steen Andreassen,Leonard Leibovici,Mical Paul,Anders D. Nielsen,Alina Zalounina,Leif E. Kristensen,Karsten Falborg,Brian Kristensen,Uwe Frank,Henrik C. Schønheyderues inform us in advance about the prognosis of the treatment. In addition, detailed knowledge of the anatomical structures will help to provide stability, retention, aesthetics and comfort. This chapter gives information about the anatomical landmarks and age-related changes in edentulous patients.
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