Evolution of software development effort and cost estimation techniques: five decades study using automated text mining approach
A Jadhav, M Kaur, F Akter - Mathematical Problems in …, 2022 - Wiley Online Library
Software development effort and cost estimation (SDECE) is one of the most important tasks
in the field of software engineering. A large number of research papers have been published …
in the field of software engineering. A large number of research papers have been published …
Predictive models in software engineering: Challenges and opportunities
Predictive models are one of the most important techniques that are widely applied in many
areas of software engineering. There have been a large number of primary studies that …
areas of software engineering. There have been a large number of primary studies that …
An empirical comparison of model validation techniques for defect prediction models
C Tantithamthavorn, S McIntosh… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Defect prediction models help software quality assurance teams to allocate their limited
resources to the most defect-prone modules. Model validation techniques, such as-fold …
resources to the most defect-prone modules. Model validation techniques, such as-fold …
Robust statistical methods for empirical software engineering
There have been many changes in statistical theory in the past 30 years, including
increased evidence that non-robust methods may fail to detect important results. The …
increased evidence that non-robust methods may fail to detect important results. The …
Why linked data is not enough for scientists
Scientific data represents a significant portion of the linked open data cloud and scientists
stand to benefit from the data fusion capability this will afford. Publishing linked data into the …
stand to benefit from the data fusion capability this will afford. Publishing linked data into the …
Online state of health estimation on NMC cells based on predictive analytics
Accurate on board state of health estimation is a key battery management system function to
provide optimal management of the battery system under control. In this regard, this paper …
provide optimal management of the battery system under control. In this regard, this paper …
[HTML][HTML] Six strategies for generalizing software engineering theories
R Wieringa, M Daneva - Science of computer programming, 2015 - Elsevier
General theories of software engineering must balance between providing full
understanding of a single case and providing partial understanding of many cases. In this …
understanding of a single case and providing partial understanding of many cases. In this …
Toward comprehensible software fault prediction models using bayesian network classifiers
K Dejaeger, T Verbraken… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Software testing is a crucial activity during software development and fault prediction models
assist practitioners herein by providing an upfront identification of faulty software code by …
assist practitioners herein by providing an upfront identification of faulty software code by …
[HTML][HTML] Why you should stop predicting customer churn and start using uplift models
Uplift modeling has received increasing interest in both the business analytics research
community and the industry as an improved paradigm for predictive analytics for data-driven …
community and the industry as an improved paradigm for predictive analytics for data-driven …
Evaluation of estimation in software development using deep learning-modified neural network
For both clients and developers in the development of software, the effort estimate is vital.
Lower efforts may lead to poorly created processes, low-quality and delayed budgets being …
Lower efforts may lead to poorly created processes, low-quality and delayed budgets being …