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

By Uffe B. Kjærulff,Anders L. Madsen

ISBN-10: 0387741003

ISBN-13: 9780387741000

ISBN-10: 1441925465

ISBN-13: 9781441925466

Probabilistic networks, often referred to as Bayesian networks and effect diagrams, became the most promising applied sciences within the region of utilized synthetic intelligence, delivering intuitive, effective, and trustworthy equipment for analysis, prediction, choice making, class, troubleshooting, and knowledge mining less than uncertainty.
Bayesian Networks and effect Diagrams: A advisor to building and research offers a entire consultant for practitioners who desire to comprehend, build, and research clever structures for determination aid in response to probabilistic networks. meant basically for practitioners, this ebook doesn't require refined mathematical abilities or deep realizing of the underlying idea and strategies nor does it speak about replacement applied sciences for reasoning below uncertainty. the idea and strategies awarded are illustrated via greater than one hundred forty examples, and workouts are integrated for the reader to envision his/her point of figuring out.
The ideas and techniques offered for wisdom elicitation, version building and verification, modeling innovations and methods, studying versions from facts, and analyses of types have all been built and subtle at the foundation of diverse classes that the authors have held for practitioners worldwide.

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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics) by Uffe B. Kjærulff,Anders L. Madsen


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