DATA REDUCTION TECHNIQUES FOR PROFICIENT BUG TRIAGE
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 5
Abstract
IT companies give over 45% of revenue in marketing with software bugs. Bug triage is important step in fixing bugs; its aim is to correctly assign a developer to new bug. To reduce time, text classification methods are adapted to perform automatic bug triage. Here, we concentrate on how to minimize the scale and improvement of quality of bug data. We combine instance selection with feature selection to reduce data size on the bug dimension and the word dimension simultaneously. Attributes from historical bug datasets is collected for determining the order to be applied for instance and feature selection, predictive model is implemented for a new bug data set. Our contribution results in reduced and high-quality bug data.
Authors and Affiliations
Dr. Mohammed Abdul Waheed *
Keywords
Related Articles
- EP ID EP154128
- DOI 10.5281/zenodo.50978
- Views 51
- Downloads 0
COMPARATIVE STUDY OF EXERGY LOSS OF REFRIGERANTS DURING CONDENSATION PROCESS OF VCR CYCLE
In this proposed work, analysis of change in exergy of various refrigerants who are having zero ozone depletion potential based on their properties is made by comparing the required outputs. The study is based on second...
Finite Element Analysis of Rectangular Cross Section Spring Washer
Helical spring washers are very common in industrial assembly of components subjected to dynamic conditions. They are used to prevent the loosening of nut and bolt assemblies. Due to the typical loading conditions...
A Review Paper on Heat Transfer Rate Enhancements by Wire Coil Inserts in the Tube
Enhancing heat transfer surface are used in many engineering applications such as heat exchanger, air conditioning, chemical reactor and refrigeration systems etc, hence many techniques have been investigated on...
EXPERIMENTAL AND THEORETICAL ANALYSIS OF THE DRYING KINETICS OF GREEN PEAS
The effect of moisture content drying rate for different diameters of green peas at different temperatures is critically analyzed in this paper. The above parameters under different temperatures and diameters are...
THE NEW APPROACH TO IPC IN THE MICROKERNEL USING SOFTWARE ARCHITECTURE
Operating System has been evolved from Monolithic Kernel to Microkernel architecture. The Monolithic Kernel is still popular due to its performance. Due to this, the other issues associated with monolithic kernel...