Bayesian Networks and Influence Diagrams: A Guide to by Uffe B. Kjærulff,Anders L. Madsen

By Uffe B. Kjærulff,Anders L. Madsen

Probabilistic networks, sometimes called Bayesian networks and effect diagrams, became probably the most promising applied sciences within the zone of utilized synthetic intelligence, delivering intuitive, effective, and trustworthy equipment for prognosis, prediction, selection making, category, troubleshooting, and information mining below uncertainty.
Bayesian Networks and impact Diagrams: A consultant to building and research offers a complete consultant for practitioners who desire to comprehend, build, and learn clever structures for selection aid in line with probabilistic networks. meant essentially for practitioners, this publication doesn't require refined mathematical talents or deep figuring out of the underlying concept and strategies nor does it talk about replacement applied sciences for reasoning below uncertainty. the idea and techniques provided are illustrated via greater than a hundred and forty examples, and routines are integrated for the reader to ascertain his/her point of realizing.
The strategies and strategies offered for wisdom elicitation, version development and verification, modeling ideas and methods, studying types from facts, and analyses of versions have all been constructed and sophisticated at the foundation of various classes that the authors have held for practitioners worldwide.

Show description

Read Online or Download Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics) PDF

Similar mathematical & statistical books

Mathematical Methods in Physics and Engineering with Mathematica (Chapman & Hall/CRC Applied Mathematics & Nonlinear Science)

Greater than ever earlier than, complex mathematical methods are critical to the good fortune and development of know-how, engineering, or even business construction. wisdom of and event with those approaches is as a result important to provide and destiny scientists, engineers and technologists. Mathematical tools in Physics and Engineering with Mathematica basically demonstrates the way to clear up tricky functional difficulties related to traditional and partial differential equations and boundary price difficulties utilizing the software program package deal Mathematica (4.

An Introduction to SAS University Edition

Wake up and operating with the SAS college variation utilizing Ron Cody’s easy-to-follow, step by step consultant. aimed toward newcomers who've downloaded the loose SAS college variation and need to both use the point-and-click interactive atmosphere of SAS Studio, or who are looking to write their very own SAS courses, or either, An creation to SAS college variation, starts off by means of exhibiting you the way to procure the SAS collage variation, and the way you could run SAS on a laptop or Macintosh machine.

Maximum Likelihood Estimation with Stata

Greatest chance Estimation with Stata, Fourth version is the basic reference and advisor for researchers in all disciplines who desire to write greatest chance (ML) estimators in Stata. past supplying accomplished assurance of Stata’s ml command for writing ML estimators, the publication provides an summary of the underpinnings of utmost chance and the way to consider ML estimation.

Understanding Political Science Statistics using SPSS: A Manual with Exercises: Volume 1

This handbook walks scholars in the course of the approaches for research in SPSS and offers routines that move hand-in-hand with on-line facts units. The handbook enhances the textbook knowing Political technological know-how records: Observations and expectancies in Political research, by means of Peter Galderisi, making it effortless to exploit along the ebook in a path or as a stand-alone advisor to utilizing SPSS.

Extra info for Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics)

Sample text

Download PDF sample

Rated 4.28 of 5 – based on 24 votes