Analysis of Data mining based Software Defect Prediction Techniques

Analysis of Data mining based Software Defect Prediction Techniques

Article ID

69MHO

,

Analysis of Data mining based Software Defect Prediction Techniques

Naheed Azeem Federal Urdu University of Arts, Science and Technology

Shazia Usmani

DOI

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Abstract

Software bug repository is the main resource for fault prone modules. Different data mining algorithms are used to extract fault prone modules from these repositories. Software development team tries to increase the software quality by decreasing the number of defects as much as possible. In this paper different data mining techniques are discussed for identifying fault prone modules as well as compare the data mining algorithms to find out the best algorithm for defect prediction.

Analysis of Data mining based Software Defect Prediction Techniques

Software bug repository is the main resource for fault prone modules. Different data mining algorithms are used to extract fault prone modules from these repositories. Software development team tries to increase the software quality by decreasing the number of defects as much as possible. In this paper different data mining techniques are discussed for identifying fault prone modules as well as compare the data mining algorithms to find out the best algorithm for defect prediction.

Authors

Naheed Azeem Federal Urdu University of Arts, Science and Technology

Shazia Usmani

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How to Cite

Naheed Azeem. 1970. “. Unknown Journal GJCST Volume 11 (GJCST Volume 11 Issue 16): .

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Journal Specifications

GJCST Volume 11 Issue 16
Pg. 1- 5

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Submission Received July 15, 2011
Accepted August 10, 2011
Published August 23, 2011

Keywords

Algorithms Data mining Defect prediction

Article Matrices

Total Score: 102

Country: Pakistan

Subject: Uncategorized

Authors: Naheed Azeem, Shazia Usmani (PhD/Dr. count: 0)

View Count (all-time): 104

Total Views (Real + Logic): 21090

Total Downloads (simulated): 11111

Publish Date: 1970 01, Thu

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