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Title: :  Automated Categorization of Bugs
PaperId: :  10060
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 2 2019
DUI:    16.0415/IJARIIE-10060
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pradeep Kumar HSThe National Institute of Engineering,Mysuru
Hariprasad BPThe National Institute of Engineering, Mysuru
H M GirishThe National Institute of Engineering, Mysuru
Rakesh YThe National Institute of Engineering, Mysuru
Susheela NThe National Institute of Engineering, Mysuru

Abstract

Computer Engineering
Software Bugs, Feature Selection,instance selection,Naive bayes classifier
About 40 percent of cost spends by software companies in dealing with software bugs. A bug triage is step of fixing bugs that assigns a new bug to developer. An automatic bug triage is conducted to decrease the cost in manual work and the text classification techniques are applied. In this paper, address the problem of data reduction for bug data which are collected from various products like, Mozilla, open office and eclipse, to improve the quality of bug and to reduce the scale of bug data. To reduce the word dimension and the bug dimension we combine feature selection with instance selection which done simultaneously. To determine the feature selection and instance selection, we can a build a predictive model for a bug data set by extracting attribute from previous bug data set.

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IJARIIE Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, and Susheela N. "Automated Categorization of Bugs" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 2 2019 Page 2486-2490
MLA Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, and Susheela N. "Automated Categorization of Bugs." International Journal Of Advance Research And Innovative Ideas In Education 5.2(2019) : 2486-2490.
APA Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, & Susheela N. (2019). Automated Categorization of Bugs. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 2486-2490.
Chicago Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, and Susheela N. "Automated Categorization of Bugs." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 2 (2019) : 2486-2490.
Oxford Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, and Susheela N. 'Automated Categorization of Bugs', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, 2019, p. 2486-2490. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Automated_Categorization_of_Bugs_ijariie10060.pdf (Accessed : ).
Harvard Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, and Susheela N. (2019) 'Automated Categorization of Bugs', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 2486-2490IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Automated_Categorization_of_Bugs_ijariie10060.pdf (Accessed : )
IEEE Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, and Susheela N, "Automated Categorization of Bugs," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, pp. 2486-2490, Mar-App 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/Automated_Categorization_of_Bugs_ijariie10060.pdf [Accessed : ].
Turabian Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, and Susheela N. "Automated Categorization of Bugs." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 2 ().
Vancouver Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, and Susheela N. Automated Categorization of Bugs. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(2) : 2486-2490. Available from: https://ijariie.com/AdminUploadPdf/Automated_Categorization_of_Bugs_ijariie10060.pdf
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