Tree-based Algorithms for Incremental, Utility, and Fuzzy Data Mining
Language: English
Published by LAP LAMBERT Academic Publishing, 2015
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
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Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - In the first part of this book, three Pre-FUFP maintenance algorithms are thus proposed to efficiently maintain and update the FUFP-tree structures regardless of whether records are inserted, deleted or modified in dynamic databases. In the second part of this book, a novel HUP-tree algorithm is proposed to efficiently mine the high utility itemsets based on the downward closure property. A HUP tree is first designed to keep the related information for later mining process. A HUP-growth mining algorithm is then presented to efficiently mine high utility itemsets from it. In the third part of this book, we attempt to extend the FP-tree algorithm for handling quantitative data from the global values of fuzzy regions. Thus, the fuzzy FP-tree algorithm, the compressed fuzzy frequent pattern tree (CFFP-tree) algorithm, and the upper-bound fuzzy frequent pattern tree (UBFFP-tree) algorithm are then proposed to efficiently mine the fuzzy frequent itemsets.…
Seller Inventory # 9783659677229
- Title
- Tree-based Algorithms for Incremental, Utility, and Fuzzy Data Mining
- Author
- Jerry Chun-Wei Lin
- Publisher
- LAP LAMBERT Academic Publishing
- Publication year
- 2015
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3659677221
- ISBN 13
- 9783659677229
- Item weight
- 274 grams
- Dimensions
- 220x150x11 mm
"Synopsis" may belong to another edition of this title.
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