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Research on Chemical Molecular Data Mining Based on Graph Theory

  • 2013-09-19
  • 160.2KB
  • Points it Requires : 1

In recent years, many algorithms for mining frequent graph patterns have been proposed. First, the greedy search strategy is analyzed, and then various graph data mining methods are compared. Influenced by shopping basket analysis, the ILP-based method has attracted people\'s attention. How to modify various graph data mining methods to apply to the mining of chemical molecule data is a hot topic of research. Because chemical molecules are not only standard graph structures, but also have typical frequent ring and chain structures, as well as some frequently appearing nodes representing atomic types, there are some special issues to consider in this field.

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