Publication | Closed Access
Structured motifs search
16
Citations
12
References
2004
Year
Unknown Venue
EngineeringStructural Pattern RecognitionPattern DiscoveryGraph MatchingString-searching AlgorithmInformation RetrievalData ScienceData MiningPattern RecognitionStructured Motifs SearchComputational 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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