Bayesian Networks and Decision Graphs download free [PDF and Ebook] by Finn V. Jensen

Bayesian Networks and Decision Graphs download free [PDF and Ebook] by Finn V. Jensen year 2007
  • Book name: Bayesian Networks and Decision Graphs
  • Author: Finn V. Jensen
  • Release date: 2007/12/16
  • Publisher: SPRINGER-VERLAG NEW YORK INC.
  • Language: English
  • Genre or Collection: Computing
  • ISBN: 9780387682815
  • Rating: 8.64 of 10
  • Votes: 234
  • Review by: Ingrid Rowell
  • Review rating: 7.63 of 10
  • Review Date: 2018/11/11
  • Total pages: 448
  • Includes a PDF summary of 37 pages
  • Description or summary of the book: This is a brand new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bayesian networks and influence diagrams. The reader is guided through the two types of frameworks with examples and exercises, which also give instruction on how to build these models. Structured in two parts, the first section focuses on probabilistic graphical models, while the second part deals with decision graphs, and in addition to the frameworks described in the previous edition, it also introduces Markov decision process and partially ordered decision problems.
  • Estimated reading time (average reader): 30H36M47S
  • Other categories, genre or collection: Botany & Plant Sciences, Probability & Statistics, Mathematics, Machine Learning, Stochastics, Neural Networks & Fuzzy Systems, Mathematical & Statistical Software, Maths For Computer Scientists, Artificial Intelligence
  • Available formats: EPUB, PRC, TXT, WORD, BMP, OEB, DOC, PDF. Compressed in TZO, ZIP, RAR, TAR.7Z, RZ, BZ2
  • Download servers: FileServe, Mediafire, Torrent, Hightail, Google Drive, Firedrop, Uploaded, Hotfile
  • Format: Hardback
  • Approximate value: 124.05 USD
  • Dimensions: 155x235x26.42mm
  • Weight: 1,830g
  • Printed by: Not Available
  • Published in: New York, NY, United States
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