Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Bayesian Networks and Decision Graphs

Bayesian Networks and Decision Graphs

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9780387682815
Condition
New
Product Description

Probabilistic graphical models and decision graphs are powerful modeling tools for reasoning and decision making under uncertainty. As modeling languages they allow a natural specification of problem domains with inherent uncertainty, and from a computational perspective they support efficient algorithms for automatic construction and query answering. This includes belief updating, finding the most probable explanation for the observed evidence, detecting conflicts in the evidence entered into the network, determining optimal strategies, analyzing for relevance, and performing sensitivity analysis. The book introduces probabilistic graphical models and decision graphs, including Bayesian networks and influence diagrams. The reader is introduced to the two types of frameworks through examples and exercises, which also instruct the reader on how to build these models. The book is a new edition of Bayesian Networks and Decision Graphs by Finn V. Jensen. The new edition is structured into two parts. The first part focuses on probabilistic graphical models. Compared with the previous book, the new edition also includes a thorough description of recent extensions to the Bayesian network modeling language, advances in exact and approximate belief updating algorithms, and methods for learning both the structure and the parameters of a Bayesian network. The second part deals with decision graphs, and in addition to the frameworks described in the previous edition, it also introduces Markov decision processes and partially ordered decision problems. The authors also provide a well-founded practical introduction to Bayesian networks, object-oriented Bayesian networks, decision trees, influence diagrams (and variants hereof), and Markov decision processes. give practical advice on the construction of Bayesian networks, decision trees, and influence diagrams from domain knowledge. < give several examples and exercises exploiting computer systems for dealing with Bayesian networks and decision graphs. present a thorough introduction to state-of-the-art solution and analysis algorithms. The book is intended as a textbook, but it can also be used for self-study and as a reference book.

Available Colors
Available Sizes
1 Offer Price Range: $74.99 - $74.99
BEST PRICE

Single Product Purchase

$74.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$74.99 $74.99

$74.99
See Site In stock Visit Store

Similar Products

Die Ermittlung der Planzahlen fr die Plankostenrechnung

$59.99

Assistierter Suizid

$64.99

Die Wirkung zunderhemmender Stoffe beim Wrmen von Stahl in gasbeheizten Schmiedefen

$59.99

Astronomical Photometry

$109.99

Stochastic Systems

$219.99

Manifolds - Amsterdam 1970

$34.99

India: Climate Change Impacts, Mitigation and Adaptation in Developing Countries

$109.00

Reaktionskinetik in Lebensmitteln

$99.99

Rural Urban Migration and Policy Intervention in China

$79.99

Lectures and Surveys on G2-Manifolds and Related Topics

$139.99

Supercollider 2

$39.99

Arthrography of the Knee Joint

$84.99

Document Analysis and Recognition ICDAR 2024 Workshops

$54.99

Isolierung homogen gelster bergangsmetall-Komplexkatalysatoren aus Produktgemischen

$59.99

Cost Systems Design

$109.99

Naturally Minded

$109.00

Snowman Magic

$3.71

Republican Orators from Eisenhower to Trump

$179.99

Herzrhythmusstrungen

$119.00

Bondi Beach

$109.99

Leitfaden Arithmetik

$34.99

HIV-1 Proteomics

$109.99

Erfolgreich als Handelsvertreter

$29.99

Thyroid Cancer

$169.00

Pediatric Inflammatory Bowel Disease

$219.99

Structural Engineering

$109.99

G-Quadruplex DNA

$89.00

Sky Tree: Seeing Science Through Art by Thomas Locker

$9.99

Writing the Lives of Writers

$109.99

Principles of Data Mining and Knowledge Discovery

$109.99

ENT

$109.99

Reactive Oxygen Species

$169.00

Computers in Analytical Chemistry

$54.99

Proceedings of 20th International Conference on Industrial Engineering and Engineering Management

$169.00

Yeast Biotechnology

$219.99

Das Management von Unternehmungskonfigurationen

$44.99

Defence and Consensus

$44.99

Harry Potter: Magical Art Coloring Book

$11.99

Governance and Choice of Upper Secondary Education in the Nordic Countries

$109.99

Wired/Wireless Internet Communications

$54.99