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Item Details
| Title:
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BISOCIATIVE KNOWLEDGE DISCOVERY
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| By: |
Michael R. Berthold (Editor) |
| Format: |
Paperback |
| List price:
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£44.99 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
3642318290 |
| ISBN 13: |
9783642318290 |
| Publisher: |
SPRINGER-VERLAG BERLIN AND HEIDELBERG GMBH & CO. KG |
| Pub. date: |
5 July, 2012 |
| Edition: |
2012 ed. |
| Series: |
Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence 7250 |
| Pages: |
486 |
| Description: |
The focus of this book, and the BISON project from which the contributions originate, is a network based integration of data repositories of a variety of types, and the development of new ways to analyse and explore the resulting gigantic information networks. |
| Synopsis: |
Modern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied to originates from one domain. The focus of this book, and the BISON project from which the contributions are originating, is a network based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of finding well defined global or local patterns they wanted to find domain bridging associations which are, by definition, not well defined since they will be especially interesting if they are sparse and have not been encountered before. The 32 contributions presented in this state-of-the-art volume together with a detailed introduction to the book are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation. |
| Illustrations: |
146 black & white illustrations, biography |
| Publication: |
Germany |
| Imprint: |
Springer-Verlag Berlin and Heidelberg GmbH & Co. K |
| Returns: |
Returnable |
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