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» Mining, Indexing, and Similarity Search in Graphs and Comple...
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ICDE
2006
IEEE
155views Database» more  ICDE 2006»
11 years 4 months ago
Mining, Indexing, and Similarity Search in Graphs and Complex Structures
Jiawei Han, Xifeng Yan, Philip S. Yu
EDBT
2009
ACM
277views Database» more  EDBT 2009»
10 years 7 months ago
G-hash: towards fast kernel-based similarity search in large graph databases
Structured data including sets, sequences, trees and graphs, pose significant challenges to fundamental aspects of data management such as efficient storage, indexing, and simila...
Xiaohong Wang, Aaron M. Smalter, Jun Huan, Gerald ...
BIBM
2009
IEEE
206views Bioinformatics» more  BIBM 2009»
10 years 9 months ago
Application of Kernel Functions for Accurate Similarity Search in Large Chemical Databases
Background: Similaritysearch in chemical structure databases is an important problem with many applications in chemical genomics, drug design, and efficient chemical probe screeni...
Xiaohong Wang, Jun Huan, Aaron M. Smalter, Gerald ...
EDBT
2012
ACM
257views Database» more  EDBT 2012»
8 years 5 months ago
Indexing and mining topological patterns for drug discovery
Increased availability of large repositories of chemical compounds has created new challenges and opportunities for the application of data-mining and indexing techniques to probl...
Sayan Ranu, Ambuj K. Singh
SIGMOD
2005
ACM
166views Database» more  SIGMOD 2005»
11 years 3 months ago
Substructure Similarity Search in Graph Databases
Advanced database systems face a great challenge raised by the emergence of massive, complex structural data in bioinformatics, chem-informatics, and many other applications. The ...
Xifeng Yan, Philip S. Yu, Jiawei Han
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