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Testing is a process of executing the program with the intent of finding the software bugs. It is an important phase in qualifying the software. The regression testing is one of the important type of software testings that ensures the enhanced features does not affect the existing software. Regression testing consumes maximum for maintenance in the terms of time and cost. The existing approach for reduction of test cases are not sufficient to handle the problems. For that reason, this research proposes an approach of deriving optimized and prioritized test cases that provides the maximum test coverages. In this paper, Use cases are highly considered for identifying the defects and for reducing the number of test cases. The mentioned idea will be evaluated and satisfactory results will be provided

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