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Graphical models : representations for learning, reasoning and data mining / Christian Borgelt, Matthias Steinbrecher & Rudolf Kruse.
Author
Borgelt, Christian
[Browse]
Format
Book
Language
English
Εdition
2nd ed.
Published/Created
Chichester, West Sussex, UK : John Wiley, 2009.
Description
viii, 393 pages : illustrations ; 24 cm.
Availability
Available Online
Ebook Central Perpetual, DDA and Subscription Titles
Copies in the Library
Location
Call Number
Status
Location Service
Notes
ReCAP - Remote Storage
QA76.9.D343 B67 2009
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Details
Subject(s)
Data mining
[Browse]
Mathematical statistics
—
Graphic methods
[Browse]
Related name
Steinbrecher, Matthias
[Browse]
Kruse, Rudolf
[Browse]
Series
Wiley series in computational statistics
[More in this series]
Bibliographic references
Includes bibliographical references and index.
Contents
1. Introduction
2. Imprecision and Uncertainty
3. Decomposition
4. Graphical Representation
5. Computing Projections
6. Naive Classifiers
7. Learning Global Structure
8. Learning Local Structure
9. Inductive Causation
10. Visualization
11. Applications
A. Proofs of Theorems
B. Software Tools.
Show 10 more Contents items
ISBN
9780470722107 ((cloth))
047072210X ((cloth))
LCCN
2009028756
OCLC
368051801
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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Graphical models [electronic resource] : representations for learning, reasoning and data mining / Christian Borgelt, Matthias Steinbrecher & Rudolf Kruse.
id
99125350685806421