A Review on Software Mining: Current Trends and Methodologies
Journal Title: International Journal of engineering Research and Applications - Year 2017, Vol 7, Issue 4
Abstract
With the evolution of Software Mining, it has enabled to play a crucial role in the day to day activities .By empowering the software with the data mining methods it aids all the software developers and the managers at a the managerial levels to use it as a tool for knowledge discovery from the relative software engineering data (in the form of code, design documents, bug reports) that would help in visualizing the project‟s status of evolution and progress. To add on, further all the mining methods and algorithms help to device the models that would result in the development of any fault prone real time system prior to the testing phase or the evolution phase. This review paper will highlight the different methodologies for software mining along with its extension as a tool for fault tolerance and bibliographic reference with the special eminence on mining the software engineering information. Index Terms: detection strategies, prediction strategy, fault, metrics thresholds, software metrics, software fault prediction, software quality, MUD(mining Unstructured Data)
Authors and Affiliations
Gurtej Singh Ubhi, Jaspreet Kaur Sahiwal
Keywords
Related Articles
- EP ID EP391016
- DOI 10.9790/9622-0704054045.
- Views 130
- Downloads 0
Design of A High Speed And Low Power 4 Bit Carry Skip Adder
This paper focuses on carry skip adder (CSKA) structure that has a higher speed yet lower power consumption compared with the conventional one. The speed enhancement is achieved by applying Transmission gate logic (TG) t...
A Novel Method of Encryption Using Variable Block Sizes in Different Rounds.
we know that the strength of any cipher depends on the degree of confusion and diffusion induced in it. Since most of the transformations used for this purpose are well known to every one, it gives scope for cryptanalysi...
Smart Inventory Control System Based On Wireless Sensor Network
A smart Inventory Control based on Wireless Sensor Network (WSN) is working by deployment of sensors for monitoring inventory and providing data for replenishment decisions. In this paper, we proposed an inventory contro...
The Flame-Retardant Performances of Blending Fabrics of Flame-Retardant Viscose and Nylon 6, 6 Fiber with Different Blending Ratio
In this article the fire-retardant viscose and the nylon 6, 6 fibers were used to produce blends and wove the flame-resistant fabrics with different blending ratios, then tested and analyzed the flame-resistant performan...
Detecting Faults Based on Motor Current Signature Analysis for Electric Motor
Motor electrical current signature analysis (MCSA) is sensing an electrical signal containing current components that are direct by-product of unique rotating flux components. Anomalies in operation of the motor modify h...