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Substructure Similarity Search in Graph Databases

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Substructure Similarity Search in Graph Databases SIGMOD ‘05 Xifeng Yan, Philip S. Yu, Jiawei Han Reporter ： Chang-Yang Chen 2005/10/18
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Example
Contribution ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Related Work ,[object Object],[object Object],[object Object]
Preliminary Concepts ,[object Object],[object Object],[object Object],[object Object],[object Object]
Preliminary Concepts ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Structure Filtering ,[object Object]
Feature-Graph Matrix Index ,[object Object],[object Object]
Framework ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Feature Miss Estimation ,[object Object]
Feature Miss Estimation ,[object Object],[object Object],[object Object]
Feature Miss Estimation
Estimation Refinement ,[object Object],[object Object],[object Object]
Estimation Refinement
Frequency Difference
Feature Set Selection ,[object Object],[object Object],[object Object]
Feature Set Selection ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Multi-filter composition strategy ,[object Object],[object Object]
Algorithm Implementation ,[object Object],[object Object],base clustering
Empirical Study ,[object Object],[object Object],[object Object],[object Object],[object Object]
Experiments on the Chemical Compound Dataset
Experiments on the Chemical Compound Dataset ,[object Object]
Experiments on the Synthetic Datasets ,[object Object],[object Object],[object Object],[object Object],[object Object]
Experiments on the Synthetic Datasets
Conclusion ,[object Object],[object Object],[object Object]

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Substructure Similarity Search in Graph Databases

Notes de l'éditeur

  1. Special internet group on management of data