Fuzzy Clustering of Text Document Using Keyword Extraction

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Provided by: Institute of Research and Journals (IRAJ)
Topic: Data Management
Format: PDF
Sentence clustering is the process of making similar sentences into a group. Clustering techniques is essential in the data mining process to reveal natural structures and identify interesting patterns in the underlying data. Cluster analysis seeks to partition a given data set into groups based on specified features so that the data points within a group are more similar to each other than the points in different groups. Fuzzy clustering algorithms allow patterns to belong to all clusters with differing degrees of membership.
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