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 …
[图书][B] Sharing data and models in software engineering
Data Science for Software Engineering: Sharing Data and Models presents guidance and
procedures for reusing data and models between projects to produce results that are useful …
procedures for reusing data and models between projects to produce results that are useful …
Local-based active classification of test report to assist crowdsourced testing
In crowdsourced testing, an important task is to identify the test reports that actually reveal
fault-true fault, from the large number of test reports submitted by crowd workers. Most …
fault-true fault, from the large number of test reports submitted by crowd workers. Most …
Predictive accuracy comparison between neural networks and statistical regression for development effort of software projects
C López-Martín - Applied Soft Computing, 2015 - Elsevier
To get a better prediction of costs, schedule, and the risks of a software project, it is
necessary to have a more accurate prediction of its development effort. Among the main …
necessary to have a more accurate prediction of its development effort. Among the main …
Neural networks for predicting the duration of new software projects
C López-Martín, A Abran - Journal of Systems and Software, 2015 - Elsevier
The duration of software development projects has become a competitive issue: only 39% of
them are finished on time relative to the duration planned originally. The techniques for …
them are finished on time relative to the duration planned originally. The techniques for …
Using Bayesian regression and EM algorithm with missing handling for software effort prediction
Context Although independent imputation techniques are comprehensively studied in
software effort prediction, there are few studies on embedded methods in dealing with …
software effort prediction, there are few studies on embedded methods in dealing with …
Are delayed issues harder to resolve? Revisiting cost-to-fix of defects throughout the lifecycle
Many practitioners and academics believe in a delayed issue effect (DIE); ie the longer an
issue lingers in the system, the more effort it requires to resolve. This belief is often used to …
issue lingers in the system, the more effort it requires to resolve. This belief is often used to …
Cost prediction and software project management
M Shepperd - Software project management in a changing world, 2014 - Springer
This chapter reviews the background and extent of the software project cost prediction
problem. Given the importance of the topic, there has been a great deal of research activity …
problem. Given the importance of the topic, there has been a great deal of research activity …
Top-cop: Mining top-k strongly correlated pairs in large databases
H Xiong, M Brodie, S Ma - Sixth International Conference on …, 2006 - ieeexplore.ieee.org
Recently, there has been considerable interest in computing strongly correlated pairs in
large databases. Most previous studies require the specification of a minimum correlation …
large databases. Most previous studies require the specification of a minimum correlation …
Competition-aware task routing for contest based crowdsourced software development
Y Fu, H Sun, L Ye - 2017 6th International Workshop on …, 2017 - ieeexplore.ieee.org
In crowdsourced software development, routing a task to right developers is a critical issue
that largely affects the productivity and quality of software. In particular, crowdsourced …
that largely affects the productivity and quality of software. In particular, crowdsourced …