Publication | Closed Access
Structured Motifs Search
49
Citations
14
References
2005
Year
EngineeringStructural Pattern RecognitionPattern DiscoveryGraph MatchingString-searching AlgorithmInformation RetrievalData ScienceData MiningPattern RecognitionStructured Motifs SearchCombinatorial OptimizationComputational GeometryConstraint Satisfaction SolverKnowledge DiscoveryComputer SciencePattern MatchingDistance ConstraintsGraph TheoryCombinatorial Pattern MatchingBusinessStructured Models
In this paper, we describe an algorithm for the localization of structured models, i.e. sequences of (simple) motifs and distance constraints. It basically combines standard pattern matching procedures with a constraint satisfaction solver, and it has the ability, not present in similar tools, to search for partial matches. A significant feature of our approach, especially in terms of efficiency for the application context, is that the (potentially) exponentially many solutions to the considered problem are represented in compact form as a graph. Moreover, the time and space necessary to build the graph are linear in the number of occurrences of the component patterns.
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