Systematic literature review of machine learning based software development effort estimation models
CONTEXT: Software development effort estimation (SDEE) is the process of predicting the
effort required to develop a software system. In order to improve estimation accuracy, many …
effort required to develop a software system. In order to improve estimation accuracy, many …
Evolution of software development effort and cost estimation techniques: five decades study using automated text mining approach
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 …
An empirical analysis of data preprocessing for machine learning-based software cost estimation
J Huang, YF Li, M ** and review
Abstract Context Analogy-based Software development Effort Estimation (ASEE) techniques
have gained considerable attention from the software engineering community. However …
have gained considerable attention from the software engineering community. However …
Reliability and validity in comparative studies of software prediction models
Empirical studies on software prediction models do not converge with respect to the
question" which prediction model is best?" The reason for this lack of convergence is poorly …
question" which prediction model is best?" The reason for this lack of convergence is poorly …
[PDF][PDF] An assessment and comparison of common software cost estimation modeling techniques
This paper investigates two essential data-driven, software cost modeling: questions related
to (1) What modeling _ _ techniques are likely to yield more accurate results when using …
to (1) What modeling _ _ techniques are likely to yield more accurate results when using …
Predicting object-oriented software maintainability using multivariate adaptive regression splines
Y Zhou, H Leung - Journal of systems and software, 2007 - Elsevier
Accurate software metrics-based maintainability prediction can not only enable developers
to better identify the determinants of software quality and thus help them improve design or …
to better identify the determinants of software quality and thus help them improve design or …