A comparative study of software defect binomial classification prediction models based on machine learning

H Tao, X Niu, L Xu, L Fu, Q Cao, H Chen… - Software Quality …, 2024 - Springer
As information technology continues to advance, software applications are becoming
increasingly critical. However, the growing size and complexity of software development can …

Effectiveness of software metrics for object-oriented system

Y Suresh, J Pati, SK Rath - Procedia technology, 2012 - Elsevier
Measurement is a buzzword applied to each and every field of engineering for the
development of hardware or firmware products, and software engineering is nowhere an …

[PDF][PDF] Software measurement and software metrics in software quality

MC Lee, T Chang - … Journal of Software Engineering and Its …, 2013 - researchgate.net
Software measurement process must be a good oriented methodical process that measures,
evaluates, adjusts, and finally improves the software development process. The main …

A bayesian network based approach for software defects prediction

K Jeet, N Bhatia, RS Minhas - ACM SIGSOFT Software Engineering …, 2011 - dl.acm.org
Since the inception of software project management, the quality of a software project is
always a priority. Defects in a software development project lead to degradation of the …

[PDF][PDF] An insight to soft computing based defect prediction techniques in software

K Verma, PK Singh - International Journal of Modern Education and …, 2015 - academia.edu
Nowadays, the complexity and size of software systems is proliferating. These factors have
various pros and cons. On one side where they lead to better performance and satisfactory …

A business classifier to detect readability metrics on software games and their types

YM Tashtoush, D Darwish, M Albdarneh… - International Journal of …, 2013 - igi-global.com
Readability metric is considered to be one of the most important factors that may affect
games business in terms of evaluating games' quality in general and usability in particular …

Applications of fuzzy integrals for predicting software fault-prone

C **, SW ** - Journal of Intelligent & Fuzzy Systems, 2014 - content.iospress.com
Software fault-prone prediction is one of the active areas of software engineering. It plays a
very important role in the analysis of software quality and balance of software cost …

Bayesian prediction of fault-proneness of agile-developed object-oriented system

L Li, H Leung - … Systems: 15h International Conference, ICEIS 2013 …, 2014 - Springer
Logistic regression (LR) and naïve Bayes (NB) extensively used for prediction of fault-
proneness assume linear addition and independence that often cannot hold in practice …

Predicting academic major of students using bayesian networks to the case of iran

S Asadianfam, M Shamsi, S Asadianfam - arxiv preprint arxiv:1508.01648, 2015 - arxiv.org
In this study, which took place current year in the city of Maragheh in IRAN. Number of high
school students in the fields of study: mathematics, Experimental Sciences, humanities …

[PDF][PDF] An approach to applying goal model and fault tree for autonomic control

D Ko, T Kim, J Park, S Kang, I Chun - Contemporary Engineering …, 2016 - m-hikari.com
In this study, autonomic control system using goal-model and fault-tree is proposed.
Currently, the fourth industrial revolution is ongoing and manufacturing industrial project has …