Mining of data with complex structures

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 p...

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Dades bibliogràfiques
Autors principals: Hadzic, Fedja, Tan, Henry (Autor), Dillon, Tharam, 1943- (Autor)
Format: Livre numérique
Idioma:Anglais
Publicat: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edició:1st ed. 2010.
Col·lecció:Studies in Computational Intelligence 333
Accés en línia:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Nota: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Mining of Data with Complex Structures, Texte imprimé, 9783642175565
• Mining of Data with Complex Structures, Texte imprimé, 9783642267031
• Mining of Data with Complex Structures, Texte imprimé, 9783642175565
• Mining of Data with Complex Structures, Texte imprimé, 9783642175589
Taula de continguts:
  • 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