Web Usage Mining Clustering Using Hybrid FCM with GA

The most widely used clustering algorithm implementing the fuzzy philosophy is Fuzzy CMeans (FCM) .In this paper, the authors have proposed a new hybrid FCM with Genetic Algorithm (GA), they get an improved FCM algorithm which has not only the global search capability of GA but also the local search capability of FCM, and hence can better solve the clustering problem. An improved version of this hybrid clustering algorithm is, therefore, proposed to reduce the number of iterations. The proposed algorithm is tested with MSNBC.com web access logs collected from UCI (University of California Irvine) dataset repository.

Provided by: ACCENTS Topic: Data Management Date Added: Jun 2012 Format: PDF

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