ABSTRACT Sequential data analysis is one of the vital research area. Several data mining techniques like classification, association, predictions can be applied in sequential data. Clustering is a challenging task in the field of machine learning, pattern recognition and web mining. Clustering is the process of grouping data based on some similarities but applying clustering approach in sequential data should focus on order as well as the content of sequence similarity. Rough set theory is one .
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