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Analogy-based software development effort estimation: A systematic map** 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 …
Research patterns and trends in software effort estimation
Context Software effort estimation (SEE) is most crucial activity in the field of software
engineering. Vast research has been conducted in SEE resulting into a tremendous …
engineering. Vast research has been conducted in SEE resulting into a tremendous …
Investigating the use of random forest in software effort estimation
Over the last two decades, there has been an important increase in studies dealing with the
software development effort estimation (SDEE) using machine learning (ML) techniques that …
software development effort estimation (SDEE) using machine learning (ML) techniques that …
Can neural networks be easily interpreted in software cost estimation?
Software development effort estimation with the aid of neural networks has generally been
viewed with skepticism by a majority of the software cost estimation community. Although …
viewed with skepticism by a majority of the software cost estimation community. Although …
A flexible method for software effort estimation by analogy
Effort estimation by analogy uses information from former similar projects to predict the effort
for a new project. Existing analogy-based methods are limited by their inability to handle non …
for a new project. Existing analogy-based methods are limited by their inability to handle non …
Improved estimation of software development effort using classical and fuzzy analogy ensembles
Delivering an accurate estimate of software development effort plays a decisive role in
successful management of a software project. Therefore, several effort estimation …
successful management of a software project. Therefore, several effort estimation …
Evaluating Pred(p) and standardized accuracy criteria in software development effort estimation
Software development effort estimation (SDEE) plays a primary role in software project
management. But choosing the appropriate SDEE technique remains elusive for many …
management. But choosing the appropriate SDEE technique remains elusive for many …
Missing data techniques in analogy-based software development effort estimation
Missing Data (MD) is a widespread problem that can affect the ability to use data to construct
effective software development effort prediction systems. This paper investigates the use of …
effective software development effort prediction systems. This paper investigates the use of …
The role and value of replication in empirical software engineering results
Context Concerns have been raised from many quarters regarding the reliability of empirical
research findings and this includes software engineering. Replication has been proposed as …
research findings and this includes software engineering. Replication has been proposed as …
Uncertainty management in software effort estimation using a consistent fuzzy analogy-based method
Software effort estimation is a critical task in software project development management.
Unfortunately, the uncertainty and inaccuracy are inherent properties of the software effort …
Unfortunately, the uncertainty and inaccuracy are inherent properties of the software effort …