[PDF][PDF] Fault prediction using statistical and machine learning methods for improving software quality
R Malhotra, A Jain - Journal of Information Processing Systems, 2012 - academia.edu
An understanding of quality attributes is relevant for the software organization to deliver high
software reliability. An empirical assessment of metrics to predict the quality attributes is …
software reliability. An empirical assessment of metrics to predict the quality attributes is …
Effective fault prediction model developed using least square support vector machine (LSSVM)
Software developers and project teams spend considerable amount of time in identifying
and fixing faults reported by testers and users. Predicting defects and identifying regions in …
and fixing faults reported by testers and users. Predicting defects and identifying regions in …
An empirical analysis of the effectiveness of software metrics and fault prediction model for identifying faulty classes
Software fault prediction models are used to predict faulty modules at the very early stage of
software development life cycle. Predicting fault proneness using source code metrics is an …
software development life cycle. Predicting fault proneness using source code metrics is an …
Domain matters: bringing further evidence of the relationships among anti-patterns, application domains, and quality-related metrics in java mobile apps
M Linares-Vásquez, S Klock, C McMillan… - Proceedings of the …, 2014 - dl.acm.org
Some previous work began studying the relationship between application domains and
quality, in particular through the prevalence of code and design smells (eg, anti-patterns) …
quality, in particular through the prevalence of code and design smells (eg, anti-patterns) …
Thesaurus-based automatic query expansion for interface-driven code search
OAL Lemos, AC de Paula, FC Zanichelli… - Proceedings of the 11th …, 2014 - dl.acm.org
Software engineers often resort to code search practices to support software maintenance
and evolution tasks, in particular code reuse. An issue that affects code search is the …
and evolution tasks, in particular code reuse. An issue that affects code search is the …
Linking cyclicality and product quality
This paper examines the impact of architectural decisions on the level of defects in a
product. We view products as collections of components linked together to work as an …
product. We view products as collections of components linked together to work as an …
Software fault prediction for object oriented systems: a literature review
R Malhotra, A Jain - ACM SIGSOFT Software Engineering Notes, 2011 - dl.acm.org
There always has been a demand to produce efficient and high quality software. There are
various object oriented metrics that measure various properties of the software like coupling …
various object oriented metrics that measure various properties of the software like coupling …
On the relationship of concern metrics and requirements maintainability
CONTEXT: Maintainability has become one of the most essential attributes of software
quality, as software maintenance has shown to be one of the most costly and time …
quality, as software maintenance has shown to be one of the most costly and time …
Empirical evaluation of effort on composing design models
K Farias - arXiv preprint arXiv:1610.09012, 2016 - arxiv.org
Model composition plays a central role in many software engineering activities such as
evolving models to add new features and reconciling conflicting design models developed …
evolving models to add new features and reconciling conflicting design models developed …
An ann based approach for software fault prediction using object oriented metrics
During recent years, the enormous increase in demand for software products has been
experienced. High quality software is the major demand of users. Predicting the faults in …
experienced. High quality software is the major demand of users. Predicting the faults in …