A Novel Approach To Predict The Cross- Phase Based Ensemble Decision Making And Privacy Preserved For Defect Detection Using SDLC Software Metrics

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Software defects are always found to be a major cause of failure As the researchers continue to proceed with the use of data mining technology, Here we have used data in different software life cycle phases for defect prediction. In this proposed approach, we have performed robust preprocessing and defects detection algorithm on the metrics data. This approach effectively handles the uncertain data and transforms the data for defect detection. Finally, the proposed defect detection model was applied to the transformed data to detect the metric decision patterns.

Description

Software defects are always found to be a major cause of failure As the researchers continue to proceed with the use of data mining technology, Here we have used data in different software life cycle phases for defect prediction. In this proposed approach, we have performed robust preprocessing and defects detection algorithm on the metrics data. This approach effectively handles the uncertain data and transforms the data for defect detection. Finally, the proposed defect detection model was applied to the transformed data to detect the metric decision patterns.

Book Details

Available Format

Paperback Print

ISBN

9789365542769

Language

English

Page Count

180

Published Year

2024

Size

6×9 in

Author

Dr. NAGESWARA RAO MOPARTHI

Publisher

OrangeBooks Publication

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