Probabilistic Methods for Bioinformatics

Written By Richard E. Neapolitan
Probabilistic Methods for Bioinformatics
  • Publsiher : Morgan Kaufmann
  • Release : 12 June 2009
  • ISBN : 9780080919362
  • Pages : 424 pages
  • Rating : 1/5 from 1 reviews
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Read or download book entitled Probabilistic Methods for Bioinformatics written by Richard E. Neapolitan which was release on 12 June 2009, this book published by Morgan Kaufmann. Available in PDF, EPUB and Kindle Format. Book excerpt: The Bayesian network is one of the most important architectures for representing and reasoning with multivariate probability distributions. When used in conjunction with specialized informatics, possibilities of real-world applications are achieved. Probabilistic Methods for BioInformatics explains the application of probability and statistics, in particular Bayesian networks, to genetics. This book provides background material on probability, statistics, and genetics, and then moves on to discuss Bayesian networks and applications to bioinformatics. Rather than getting bogged down in proofs and algorithms, probabilistic methods used for biological information and Bayesian networks are explained in an accessible way using applications and case studies. The many useful applications of Bayesian networks that have been developed in the past 10 years are discussed. Forming a review of all the significant work in the field that will arguably become the most prevalent method in biological data analysis. Unique coverage of probabilistic reasoning methods applied to bioinformatics data--those methods that are likely to become the standard analysis tools for bioinformatics. Shares insights about when and why probabilistic methods can and cannot be used effectively; Complete review of Bayesian networks and probabilistic methods with a practical approach.

Probabilistic Methods for Bioinformatics

Probabilistic Methods for Bioinformatics
  • Author : Richard E. Neapolitan
  • Publisher : Morgan Kaufmann
  • Release Date : 2009-06-12
  • Total pages : 424
  • ISBN : 9780080919362
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Summary : The Bayesian network is one of the most important architectures for representing and reasoning with multivariate probability distributions. When used in conjunction with specialized informatics, possibilities of real-world applications are achieved. Probabilistic Methods for BioInformatics explains the application of probability and statistics, in particular Bayesian networks, to genetics. This book ...

Computational Intelligence Methods for Bioinformatics and Biostatistics

Computational Intelligence Methods for Bioinformatics and Biostatistics
  • Author : Enrico Formenti,Roberto Tagliaferri,Ernst Wit
  • Publisher : Springer
  • Release Date : 2014-07-15
  • Total pages : 275
  • ISBN : 9780080919362
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Summary : This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2013, held in Nice, France in June 2013. The 19 revised full papers presented were carefully reviewed and selected from 35 submissions. The papers are organized in topical sections on bioinformatics, biostatistics, ...

Foundations of Algorithms

Foundations of Algorithms
  • Author : Professor Emeritus Rutgers University School of Health Related Professions Craig L Scanlan,Richard Neapolitan,Albert J Heuer,Kumarss Naimipour
  • Publisher : Jones & Bartlett Publishers
  • Release Date : 2014-03-31
  • Total pages : 685
  • ISBN : 9780080919362
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Summary : Foundations of Algorithms, Fifth Edition offers a well-balanced presentation of algorithm design, complexity analysis of algorithms, and computational complexity. Ideal for any computer science students with a background in college algebra and discrete structures, the text presents mathematical concepts using standard English and simple notation to maximize accessibility and user-friendliness. ...

Probabilistic Modeling in Bioinformatics and Medical Informatics

Probabilistic Modeling in Bioinformatics and Medical Informatics
  • Author : Dirk Husmeier,Richard Dybowski,Stephen Roberts
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-03-30
  • Total pages : 508
  • ISBN : 9780080919362
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Summary : 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 ...

Probabilistic Methods for Bionformatics

Probabilistic Methods for Bionformatics
  • Author : Richard E. Neapolitan
  • Publisher : Unknown
  • Release Date : 2009
  • Total pages : 406
  • ISBN : 9780080919362
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Summary : Download or read online Probabilistic Methods for Bionformatics written by Richard E. Neapolitan, published by which was released on 2009. Get Probabilistic Methods for Bionformatics Books now! Available in PDF, ePub and Kindle....

Bioinformatics

Bioinformatics
  • Author : Ron D. Appel,Ernest Feytmans
  • Publisher : World Scientific
  • Release Date : 2009
  • Total pages : 443
  • ISBN : 9780080919362
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Summary : Biological research and recent technological advances have resulted in an enormous increase in research data that require large storage capacities, powerful computing resources, and accurate data analysis algorithms. Bioinformatics is the field that provides these resources to life science researchers.The Swiss Institute of Bioinformatics (SIB), which has celebrated its 10...

Using the Mathematics Literature

Using the Mathematics Literature
  • Author : Kristine K. Fowler
  • Publisher : CRC Press
  • Release Date : 2004-05-25
  • Total pages : 475
  • ISBN : 9780080919362
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Summary : This reference serves as a reader-friendly guide to every basic tool and skill required in the mathematical library and helps mathematicians find resources in any format in the mathematics literature. It lists a wide range of standard texts, journals, review articles, newsgroups, and Internet and database tools for every major ...

Artificial Intelligence

Artificial Intelligence
  • Author : Richard E. Neapolitan,Xia Jiang
  • Publisher : CRC Press
  • Release Date : 2018-03-12
  • Total pages : 466
  • ISBN : 9780080919362
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Summary : The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility and problem-solving approach, while providing new material and methods. The book ...

Computational Genomics and structural Bioinformatics in Microbial Science

Computational Genomics and structural Bioinformatics in Microbial Science
  • Author : Mohammed Kuddus,Saumya Patel,Dhaval K. Acharya
  • Publisher : Frontiers Media SA
  • Release Date : 2022-03-09
  • Total pages : 212
  • ISBN : 9780080919362
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Summary : Download or read online Computational Genomics and structural Bioinformatics in Microbial Science written by Mohammed Kuddus,Saumya Patel,Dhaval K. Acharya, published by Frontiers Media SA which was released on 2022-03-09. Get Computational Genomics and structural Bioinformatics in Microbial Science Books now! Available in PDF, ePub and Kindle....

Bioinformatics Research and Applications

Bioinformatics Research and Applications
  • Author : Zhipeng Cai,Oliver Eulenstein,Daniel Janies,Daniel Schwartz
  • Publisher : Springer
  • Release Date : 2013-05-13
  • Total pages : 312
  • ISBN : 9780080919362
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Summary : This book constitutes the refereed proceedings of the 9th International Symposium on Bioinformatics Research and Applications, ISBRA 2013, held in Charlotte, NC, USA, in May 2013. The 25 revised full papers presented together with 4 invited talks were carefully reviewed and selected from 46 submissions. The papers cover a wide range of biomedical databases and ...

Bioinformatics in Rice Research

Bioinformatics in Rice Research
  • Author : Manoj Kumar Gupta,Lambodar Behera
  • Publisher : Springer Nature
  • Release Date : 2021-09-24
  • Total pages : 609
  • ISBN : 9780080919362
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Summary : This book provides an up-to-date review of classic and advanced bioinformatics approaches and their utility in rice research. It summarizes databases and tools for analyzing DNA, proteins and gene expression profiles, mapping genetic variations, annotation of protein and RNA molecules, phylogenetic analysis, and pathway enrichment. In addition, it presents high-throughput ...

Bioinformatics Research and Applications

Bioinformatics Research and Applications
  • Author : Ion Mandoiu,Rajshekhar Sunderraman,Alexander Zelikovsky
  • Publisher : Springer
  • Release Date : 2008-04-30
  • Total pages : 510
  • ISBN : 9780080919362
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Summary : This book constitutes the refereed proceedings of the Fourth International Symposium on Bioinformatics Research and Applications, ISBRA 2008, held in Atlanta, GA, USA in May 2008. The 35 revised full papers presented together with 6 workshop papers and 6 invited papers were carefully reviewed and selected from a total of 94 submissions. The papers cover a ...

Contemporary Artificial Intelligence

Contemporary Artificial Intelligence
  • Author : Richard E. Neapolitan
  • Publisher : CRC Press
  • Release Date : 2012-08-25
  • Total pages : 520
  • ISBN : 9780080919362
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Summary : The notion of artificial intelligence (AI) often sparks thoughts of characters from science fiction, such as the Terminator and HAL 9000. While these two artificial entities do not exist, the algorithms of AI have been able to address many real issues, from performing medical diagnoses to navigating difficult terrain to monitoring ...

Fundamentals of Bioinformatics and Computational Biology

Fundamentals of Bioinformatics and Computational Biology
  • Author : Gautam B. Singh
  • Publisher : Springer
  • Release Date : 2014-09-24
  • Total pages : 339
  • ISBN : 9780080919362
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Summary : This book offers comprehensive coverage of all the core topics of bioinformatics, and includes practical examples completed using the MATLAB bioinformatics toolboxTM. It is primarily intended as a textbook for engineering and computer science students attending advanced undergraduate and graduate courses in bioinformatics and computational biology. The book develops bioinformatics ...

Lectures on Inductive Logic

Lectures on Inductive Logic
  • Author : Jon Williamson,Professor of Reasoning Inference and Scientific Method Jon Williamson
  • Publisher : Oxford University Press
  • Release Date : 2017-01-26
  • Total pages : 220
  • ISBN : 9780080919362
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Summary : Logic is a field studied mainly by researchers and students of philosophy, mathematics and computing. Inductive logic seeks to determine the extent to which the premisses of an argument entail its conclusion, aiming to provide a theory of how one should reason in the face of uncertainty. It has applications ...