An Empirical Analysis on Software Development Efforts Estimation in Machine Learning Perspective
The prediction of effort estimation is a vital factor in the success of any software development project. The available of expert systems for the software effort estimation supports in minimization of effort and cost for every software project at same ...
Zulfiqar Ali +2 more
doaj +1 more source
Investigating effort prediction of web-based applications using CBR on the ISBSG dataset [PDF]
As web-based applications become more popular and more sophisticated, so does the requirement for early accurate estimates of the effort required to build such systems.
Letchmunan, S. +5 more
core +5 more sources
Estimating the Effort Overhead in Global Software Development [PDF]
10 pages. The final publication is available at http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber ...
Ansgar Lamersdorf +4 more
openaire +3 more sources
Effort estimation (EE) is crucial for planning software projects since it contributes to delivery goals. Nevertheless, even in agile methodologies, EE is a complex process due to environmental and structural factors surrounding the interaction between ...
María Guadalupe Medina-Barrera +2 more
doaj +1 more source
An Improved COCOMO based Model to Estimate the Effort of Software Projects [PDF]
One of important aspects of software projects is estimating the cost and time required to develop projects. Nowadays, this issue has become one of the key concerns of project managers.
Vahid Khatibi Bardsiri +1 more
doaj
GVSEE: A Global Village Service Effort Estimator to Estimate Software Services Development Effort
As software services have become a main and basic part of companies in recent years, accurate and efficient estimates of required effort for their development has turned into a major concern. Furthermore, the great variety, complexity, nonnormality, and inconsistency of software services have made estimation of the needed development effort a very ...
Amid Khatibi Bardsiri +2 more
openaire +1 more source
An Effort Estimation Taxonomy for Agile Software Development [PDF]
In Agile Software Development (ASD) effort estimation plays an important role during release and iteration planning. The state of the art and practice on effort estimation in ASD have been recently identified. However, this knowledge has not yet been organized. The aim of this study is twofold: (1) To organize the knowledge on effort estimation in ASD
Muhammad Usman 0002 +2 more
openaire +2 more sources
Categorical Variable Segmentation Model for Software Development Effort Estimation
This paper proposes a new software development effort estimation model. The new model's design is based on the function point analysis, categorical variable segmentation (CVS), and stepwise regression.
Petr Silhavy +2 more
doaj +1 more source
Causal-Effect Analysis using Bayesian LiNGAM Comparing with Correlation Analysis in Function Point Metrics and Effort [PDF]
Software effort estimation is a critical task for successful software development, which is necessary for appropriately managing software task assignment and schedule and consequently producing high quality software.
Masanari Kondo +2 more
doaj +1 more source
Estimating software project effort using analogies [PDF]
Accurate project effort prediction is an important goal for the software engineering community. To date most work has focused upon building algorithmic models of effort, for example COCOMO. These can be calibrated to local environments. We describe an
Schofield, C, Shepperd, MJ
core +1 more source

