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

Copies in the Library

Location Call Number Status Location Service Notes
ReCAP - Remote StorageQA76.9.D343 B67 2009 Browse related items Request

    Details

    Subject(s)
    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.
    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. Read more...
    Other views
    Staff view