0
Your cart

Your cart is empty

Books > Science & Mathematics > Mathematics > Combinatorics & graph theory

Not currently available

Graphical Models - Methods for Data Analysis and Mining (Hardcover) Loot Price: R2,905
Discovery Miles 29 050
You Save: R704 (20%)
Graphical Models - Methods for Data Analysis and Mining (Hardcover): Christian Borgelt, Rudolf Kruse

Graphical Models - Methods for Data Analysis and Mining (Hardcover)

Christian Borgelt, Rudolf Kruse

 (sign in to rate)
List price R3,609 Loot Price R2,905 Discovery Miles 29 050 | Repayment Terms: R272 pm x 12* You Save R704 (20%)

Bookmark and Share

Supplier out of stock. If you add this item to your wish list we will let you know when it becomes available.

The use of graphical models in applied statistics has increased considerably over recent years and the theory has been greatly developed and extended. This book provides a self-contained introduction to the learning of graphical models from data, and includes detailed coverage of possibilistic networks - a tool that allows the user to infer results from problems with imprecise data.

One of the most important applications of graphical modelling today is data mining - the data-driven discovery and modelling of hidden patterns in large data sets. The techniques described have a wide range of industrial applications, and a quality testing programme at a major car manufacturer is included as a real-life example.

  • Provides a self-contained introduction to learning relational, probabilistic and possibilistic networks from data.

  • Each concept is carefully explained and illustrated by examples.

  • Contains all necessary background material, including modelling under uncertainty, decomposition of distributions, and graphical representation of decompositions.

  • Features applications of learning graphical models from data, and problems for further research.

  • Includes a comprehensive bibliography.
Graphical Models: Methods for Data Analysis and Mining will be invaluable to researchers and practitioners who use graphical models in their work. Graduate students of applied statistics, computer science and engineering will find this book provides an excellent introduction to the subject.

General

Imprint: John Wiley & Sons
Country of origin: United States
Release date: February 2002
First published: March 2002
Authors: Christian Borgelt • Rudolf Kruse
Dimensions: 232 x 157 x 26mm (L x W x T)
Format: Hardcover
Pages: 368
ISBN-13: 978-0-470-84337-6
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Science & Mathematics > Mathematics > Combinatorics & graph theory
Promotions
LSN: 0-470-84337-3
Barcode: 9780470843376

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Matroid Theory
James Oxley Hardcover R6,572 Discovery Miles 65 720
Scale-Free Networks - Complex Webs in…
Guido Caldarelli Hardcover R4,274 Discovery Miles 42 740
Graph Theory As I Have Known It
W. T. Tutte Hardcover R5,034 Discovery Miles 50 340
Agent-Based Modeling and Network…
Akira Namatame, Shu-Heng Chen Hardcover R3,215 Discovery Miles 32 150
Combinatorics, Complexity, and Chance…
Geoffrey Grimmett, Colin McDiarmid Hardcover R4,461 Discovery Miles 44 610
Introduction to Graph Theory
Robin J. Wilson Paperback R1,332 Discovery Miles 13 320
Handbook of Research on Advanced…
Madhumangal Pal, Sovan Samanta, … Hardcover R7,657 Discovery Miles 76 570
Forbidden Configurations in Discrete…
David Eppstein Hardcover R2,925 Discovery Miles 29 250
Fixed Point Theory and Graph Theory…
Monther Alfuraidan, Qamrul Ansari Hardcover R2,886 Discovery Miles 28 860
Mesh - Eine Reise Durch Die Diskrete…
Beau Janzen, Konrad Polthier Book R204 Discovery Miles 2 040
Probability - Risk Management…
Daniel Covington Hardcover R1,012 Discovery Miles 10 120
Social Simulation for a Crisis - Results…
Frank Dignum Hardcover R5,048 Discovery Miles 50 480

See more

Partners