Stacking regularization in analogy-based software effort estimation

A Kaushik, P Kaur, N Choudhary, Priyanka - Soft Computing, 2022 - Springer
Analogy-based estimation (ABE) estimates the effort of the current project based on the
information of similar past projects. The solution function of ABE provides the final effort …

Appropriate number of analogues in analogy based software effort estimation using quality datasets

N Pal, MP Yadav, DK Yadav - Cluster Computing, 2024 - Springer
Analogy-based software effort estimation (ASEE) plays an important role in software
development. It attracts the attention of researchers nowadays due to the simplicity of the …

Analogy-based model for software project effort estimation.

MM Mardhia, S Handayaningsih - International Journal of …, 2018 - search.ebscohost.com
Accurate effort estimation of software development plays an important role to predict how
much effort should be prepared during the works of a software project so that it can be …

Analogy-based approaches to improve software project effort estimation accuracy

V Resmi, S Vijayalakshmi - Journal of Intelligent Systems, 2019 - degruyter.com
In the discipline of software development, effort estimation renders a pivotal role. For the
successful development of the project, an unambiguous estimation is necessitated. But there …

Software Effort Estimation Using Stacked Ensemble Technique and Hybrid Principal Component Regression and Multivariate Adaptive Regression Splines

AG Priya Varshini, K Anitha Kumari - Wireless Personal Communications, 2024 - Springer
In today's rapidly evolving digital market, the demand for faster and more advanced software
products requires accurate, cost-effective, and timely solutions. Precise software effort …

Re-estimating software effort using prior phase efforts and data mining techniques

P Jodpimai, P Sophatsathit, C Lursinsap - Innovations in Systems and …, 2018 - Springer
Software effort estimation has played an important role in software project management. An
accurate estimation helps reduce cost overrun and the eventual project failure …

Software effort estimation using stacked ensembled techniques and proposed stacking ensemble using principal component regression as super learner

AG Priya Varshini… - Journal of Intelligent & …, 2023 - content.iospress.com
As the size and complexity of projects grows, estimates are increasingly used, especially in
the agile community. Software development cannot begin without first conducting thorough …

[PDF][PDF] A Simplified Alternate Approach to Estimate Software Size of Startups.

C Sridharan, S Parthasarathy - Int. Arab J. Inf. Technol., 2022 - ccis2k.org
This paper proposes an alternate approach to startups to estimate the size of software
product to be built by them using the Software Product Points (SPP). Dataset from 20 …

Use Case Points based software effort prediction using regression analysis

R Ferdiana, AE Permanasari - … International Conference on …, 2019 - ieeexplore.ieee.org
Software development effort prediction was an important stages in project planning. Poor
prediction would lead to project failure, losing tenders and reduced profits. Several studies …

Application of artificial intelligence technology in the field of airport navigation lamp detection

N He, Q Yu, W Ye - Proceedings of the 3rd International Conference on …, 2019 - dl.acm.org
With the rapid development of civil aviation industry, maintaining airport operation normally
is a big workload every day. The navigation lamp system plays an important role on the …