Mining of Data with Complex Structures

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Studies in Computational Intelligence 333

ISBN: 3642175562
ISBN 13: 9783642175565
Autor: Hadzic, Fedja/Tan, Henry/Dillon, Tharam S
Verlag: Springer Verlag GmbH
Umfang: xx, 328 S.
Erscheinungsdatum: 30.01.2011
Auflage: 1/2011
Produktform: Gebunden/Hardback
Einband: GEB

The state of the art of Mining of Data with Complex StructuresClarifies the type and nature of data with complex structure including sequences, trees and graphsWritten by leading experts in this field

Artikelnummer: 1083640 Kategorie:

Beschreibung

InhaltsangabeIntroduction.- Tree Mining Problem.- Algorithm Development Issues.- Tree Model Guided Framework.- TMG Framework for Mining Ordered Subtrees.- TMG Framework for Mining Unordered Subtrees.- Mining Distance-Constrained Embedded Subtrees.- Mining Maximal And Closed Frequent Subtrees.- Tree Mining Applications.- Extension of TMG Framework for Mining Frequent Subsequences.- Graph Mining.- New Research Directions.

Inhaltsverzeichnis

Introduction.- Tree Mining Problem.- Algorithm Development Issues.- Tree Model Guided Framework.- TMG Framework for Mining Ordered Subtrees.- TMG Framework for Mining Unordered Subtrees.- Mining Distance-Constrained Embedded Subtrees.- Mining Maximal And Closed Frequent Subtrees.- Tree Mining Applications.- Extension of TMG Framework for Mining Frequent Subsequences.- Graph Mining.- New Research Directions.

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