[PDF][PDF] Software defect prediction using data mining classification approach

V Kumar Dwivedi, MK Singh - Int. J. Technol. Res. Appl, 2016 - ijtra.com
Defect in software systems continue to be a major problem. High quality of software is
ensured by Software reliability and Software quality assurance. A software defect causes …

[PDF][PDF] A review on software defect prediction models based on different data mining techniques

R Kaur¹, P Bajaj - 2014 - academia.edu
Software Reliability is becoming an essential attribute of any software system. It is a
significant factor in software quality since it quantifies software failures. Software defect …

Software defect prediction using supervised learning algorithm and unsupervised learning algorithm

A Chug, S Dhall - 2013 - IET
Software defect prediction has recently attracted attention of many software quality
researchers. One of the major areas in current project management software is to effectively …

Comparative Analysis of Machine Learning Technique to Improve Software Defect Prediction: Comparative Analysis of Machine Learning Technique to Improve …

M Azam, M Nouman, AR Gill - KIET Journal of Computing and …, 2022 - kjcis.kiet.edu.pk
One of the most active areas of research in the software engineering community is defect
prediction. The gap between data mining and software engineering must be bridged to …

[PDF][PDF] Software Fault Prediction with Data Mining Techniques by Using Feature Selection Based Models.

AK Jakhar, K Rajnish - International Journal on Electrical Engineering & …, 2018 - ijeei.org
Software engineering activities comprise of several activities to ensure that the quality
product will be achieved at the end. Some of these activities are software testing, inspection …

[PDF][PDF] Software defect prediction system–decision tree algorithm with two level data pre-processing

P Reena, R Binu - International Journal of Engineering Research & …, 2014 - academia.edu
Software systems play an important role in our daily lives, and hence making quality
software systems is a critical issue. A lot of work is being done in this area. One of the most …

Software Defects Prediction Using Machine Learning Algorithms

J Kethireddy, E Aravind, MV Kamal - International Conference on …, 2022 - Springer
The most significant feature of a software is its quality. Software defect prediction has grown
significantly in popularity over the past several years and may directly impact quality …

[PDF][PDF] A review on artificial intelligence approach on prediction of software defects

P Gupta, P Sahai - International Journal of Research and Development …, 2016 - ijrdase.com
This paper presents a literature review of the use of various techniques for artificial
intelligence techniques in the field of software defect prediction. This literature review is very …

Software fault prediction using machine learning algorithms

MS Pavana, MN Pushpalatha, A Parkavi - International Conference on …, 2021 - Springer
Software fault prediction (SFP) plays a vital part in quality of software. It helps in detecting
the faulty constructs at an initial phases of software development life cycle (SDLC). This …

[PDF][PDF] A comparison of software defect prediction metrics using data mining algorithms

ZBG AYDIN, R ŞAMLI - Journal of Innovative Science and …, 2020 - dergipark.org.tr
Data mining is an interdisciplinary field that uses methods such as machine learning,
artificial intelligence, statistics, and deep learning. Classification is an important data mining …