[PDF][PDF] An empirical study to evaluate the relationship of object-oriented metrics and change proneness.

R Malhotra, M Khanna - Int. Arab J. Inf. Technol., 2018 - ccis2k.org
Software maintenance deals with changes or modifications which software goes through.
Change prediction models help in identification of classes/modules which are prone to …

Prediction of Change-Prone Classes Using Machine Learning and Statistical Techniques

LR Malhotra, AJ Bansal - Computer Systems and Software …, 2018 - igi-global.com
For software development, availability of resources is limited, thereby necessitating efficient
and effective utilization of resources. This can be achieved through prediction of key …

Improving software quality based on relationship among the change proneness and object oriented metrics

A Tripathi, K Sharma - 2015 2nd International Conference on …, 2015 - ieeexplore.ieee.org
With the demand of increasing functionality and arrival of defects, software goes through a
lot of changes therefore its quite challenging task to maintain the quality of the software. In …

Predicting software change in an open source software using machine learning algorithms

R MALHOTRA, AJ BANSAL - International Journal of Reliability …, 2013 - World Scientific
Due to various reasons such as ever increasing demands of the customer or change in the
environment or detection of a bug, changes are incorporated in a software. This results in …

Exploring the relationships between design measures and change proneness in object-oriented systems

D Godara, RK Singh - International Journal of Software …, 2017 - inderscienceonline.com
Managing change early in software development life cycle can lead to good quality software.
Developing software requires a huge amount of time and assets. On the other hand …

[PDF][PDF] Prediction & assessment of change prone classes using statistical & machine learning techniques

R Malhotra, R Jangra - Journal of Information Processing Systems, 2017 - koreascience.kr
Software today has become an inseparable part of our life. In order to achieve the ever
demanding needs of customers, it has to rapidly evolve and include a number of changes. In …

Predicting change prone classes in open source software

D Godara, A Choudhary, RK Singh - Research Anthology on Usage …, 2021 - igi-global.com
In today's world, the heart of modern technology is software. In order to compete with pace of
new technology, changes in software are inevitable. This article aims at the association …

The ability of object-oriented metrics to predict change-proneness: a meta-analysis

H Lu, Y Zhou, B Xu, H Leung, L Chen - Empirical software engineering, 2012 - Springer
Many studies have investigated the relationships between object-oriented (OO) metrics and
change-proneness and conclude that OO metrics are able to predict the extent of change of …

[PDF][PDF] Understanding change prone classes in object oriented software

D Godara, RK Singh - International Journal of Computer Applications, 2014 - Citeseer
ABSTRACT Classes in Object Oriented Systems are continuously subjected to changes and
defect prone. Predicting such classes is a key research area in the field of software …

Investigation of relationship between object-oriented metrics and change proneness

R Malhotra, M Khanna - International Journal of Machine Learning and …, 2013 - Springer
Software is the heartbeat of modern day technology. In order to keep up with the pace of
modern day expansion, change in any software is inevitable. Defects and enhancements …