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 …
increasingly critical. However, the growing size and complexity of software development can …
Effectiveness of software metrics for object-oriented system
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 …
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 …
evaluates, adjusts, and finally improves the software development process. The main …
A bayesian network based approach for software defects prediction
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 …
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 …
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 …
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 …
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 …
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
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 …
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
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 …
Currently, the fourth industrial revolution is ongoing and manufacturing industrial project has …