Toward improving the efficiency of software development effort estimation via clustering analysis
Introduction: The precise estimation of software effort is a significant difficulty that project
managers encounter during software development. Inaccurate forecasting leads to either …
managers encounter during software development. Inaccurate forecasting leads to either …
Comparing multiple linear regression, deep learning and multiple perceptron for functional points estimation
This study compares the performance of Pytorch-based Deep Learning, Multiple Perceptron
Neural Networks with Multiple Linear Regression in terms of software effort estimations …
Neural Networks with Multiple Linear Regression in terms of software effort estimations …
A review of software effort estimation by using functional points analysis
The estimation of the Software Development Effort,(further only SDE), value is critical for the
effective management of any software industry. Function Point Analysis,(further only FPA)-is …
effective management of any software industry. Function Point Analysis,(further only FPA)-is …
A new approach to calibrating functional complexity weight in software development effort estimation
Function point analysis is a widely used metric in the software industry for development effort
estimation. It was proposed in the 1970s, and then standardized by the International …
estimation. It was proposed in the 1970s, and then standardized by the International …
Comparing stacking ensemble and deep learning for software project effort estimation
This study focuses on improving the accuracy of effort estimation by employing ensemble,
deep learning, and transfer learning techniques. An ensemble approach is utilized …
deep learning, and transfer learning techniques. An ensemble approach is utilized …
Toward applying agglomerative hierarchical clustering in improving the software development effort estimation
Background: There are many studies on the effect of data clustering on the effort estimation
process. Most of them are on partitioning and density-based clustering, and some use …
process. Most of them are on partitioning and density-based clustering, and some use …
VAF factor influence on the accuracy of the effort estimation provided by modified function points methods
The paper presents the Function Points (FP) method, which can be used for a preliminary
effort estimation using limited information. Despite the potential for early use of the effort …
effort estimation using limited information. Despite the potential for early use of the effort …
A productivity optimising model for improving software effort estimation
The estimation of software development effort is a critical task for the effective management
of any software industry. Despite the fact that it has been under development for a long time …
of any software industry. Despite the fact that it has been under development for a long time …
[PDF][PDF] A New Approach to Calibrating Functional Complexity Weight in Software Development Effort Estimation. Computers 2022, 11, 15
Function point analysis is a widely used metric in the software industry for development effort
estimation. It was proposed in the 1970s, and then standardized by the International …
estimation. It was proposed in the 1970s, and then standardized by the International …
Empirical Evidence in Early Stage Software Effort Estimation Using Data Flow Diagram
Software effort estimation in a very early stage of the application development lifecycle is
always a challenge for project managers. Many researchers have proposed different …
always a challenge for project managers. Many researchers have proposed different …