Topological and domain Knowledge-based subgraph mining : application on protein 3D-structures

Topological and domain Knowledge-based subgraph mining : application on protein 3D-structures

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This thesis is in the intersection of two proliferating research fields, namely data mining and bioinformatics. With the emergence of graph data in the last few years, many efforts have been devoted to mining frequent subgraphs from graph databases. Yet, the number of discovered frequentsubgraphs is...

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Bibliographic Details
Main Author: Dhifli, Wajdi
Language:English
Published: Université Blaise Pascal - Clermont-Ferrand II 2013
Subjects:
[INFO:INFO_OH] Computer Science/Other
[INFO:INFO_OH] Informatique/Autre
[SPI:OTHER] Engineering Sciences/Other
[SPI:OTHER] Sciences de l'ingénieur/Autre
Feature selection
Pattern mining
Frequent subgraph
Representative unsubstituted subgraph
Topological representative subgraph
Protein structure
Online Access:http://tel.archives-ouvertes.fr/tel-00946989
http://tel.archives-ouvertes.fr/docs/00/94/69/89/PDF/DHIFLI_2013CLF22410.pdf

Internet

http://tel.archives-ouvertes.fr/tel-00946989
http://tel.archives-ouvertes.fr/docs/00/94/69/89/PDF/DHIFLI_2013CLF22410.pdf

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