Electronic Resource

Bayesian networks and influence diagrams: a guide to construction and analysis

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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. This new edition contains six new sections, in addition to fully-updated examples, tables, figures, and a revised appendix. Intended primarily for practitioners, this book does not require sophisticated mathematical skills or deep understanding of the underlying theory and methods nor does it discuss alternative technologies for reasoning under uncertainty. The theory and methods presented are illustrated through more than 140 examples, and exercises are included for the reader to check his or her level of understanding. The techniques and methods presented for knowledge elicitation, model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined on the basis of numerous courses that the authors have held for practitioners worldwide.

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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

E1028

Penerbit

New York : Springer., 2012

Deskripsi Fisik

xviii, 382 hlm.

Bahasa

English

ISBN/ISSN

9781461451044

Klasifikasi

NONE

Tipe Isi

text

Tipe Media

computer

Tipe Pembawa

online resource

Edisi

Ed. 2

Subjek

Statistik
Ilmu Komputer
Manajemen Sains

Info Detail Spesifik

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Pernyataan Tanggungjawab

Uffe B. Kjærulff , Anders L. Madsen

Versi lain/terkait

Lampiran Berkas

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