Challenging the Time Complexity of Exact Subgraph Isomorphism for Huge and Dense Graphs with VF3.

IEEE Transactions on Pattern Analysis and Machine Intelligence(2018)

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摘要
Graph matching is essential in several fields that use structured information, such as biology, chemistry, social networks, knowledge management, document analysis and others. Except for special classes of graphs, graph matching has in the worst-case an exponential complexity; however, there are algorithms that show an acceptable execution time, as long as the graphs are not too large and not too ...
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关键词
Heuristic algorithms,Search problems,Algorithm design and analysis,Memory management,Biology,Social network services,Complexity theory
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