Fedja Hadzic / Tharam S. Dillon / Henry Tan
Mining of Data with Complex Structures
- Springer Berlin Heidelberg
- 2013
- Taschenbuch
- 348 Seiten
- ISBN 9783642267031
Mining of Data with Complex Structures: - Clarifies the type and nature of data with complex structure including sequences, trees and graphs - Provides a detailed background of the state-of-the-art of sequence mining, tree mining and graph mining. - Defines the essential aspects of the tree mining problem: subtree types, support definitions, constraints. - Outlines the implementation issues one needs to consider when developing tree mining algorithms (enumeration strategies, data structures, etc.) - Details the Tree Model Guided (TMG) approach for tree mining and provides the mathematical model for the worst case estimate of complexity of mining ordered induced and embedded subtrees. - Explains the mechanism
Mehr
Weniger
zzgl. Versand
in Kürze