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Advancement from neural networks to deep learning in software effort estimation: Perspective of two decades
In the software engineering, estimation of the effort, time and cost required for the
development of software projects is an important issue. It is a very difficult task for project …
development of software projects is an important issue. It is a very difficult task for project …
Neural network based models for software effort estimation: a review
Prediction of software development effort is the key task for the effective management of any
software industry. The accuracy and reliability of prediction mechanisms is also important …
software industry. The accuracy and reliability of prediction mechanisms is also important …
Global and local interpretability techniques of supervised machine learning black box models for numerical medical data
The most effective machine learning classification techniques, such as artificial neural
networks, are not easily interpretable, which limits their usefulness in critical areas, such as …
networks, are not easily interpretable, which limits their usefulness in critical areas, such as …
Data mining techniques for software effort estimation: a comparative study
A predictive model is required to be accurate and comprehensible in order to inspire
confidence in a business setting. Both aspects have been assessed in a software effort …
confidence in a business setting. Both aspects have been assessed in a software effort …
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 …
The role of artificial intelligence in software engineering
There has been a recent surge in interest in the application of Artificial Intelligence (AI)
techniques to Software Engineering (SE) problems. The work is typified by recent advances …
techniques to Software Engineering (SE) problems. The work is typified by recent advances …
Software development cost estimation using wavelet neural networks
Software development has become an essential investment for many organizations.
Software engineering practitioners have become more and more concerned about …
Software engineering practitioners have become more and more concerned about …
Enhanced software effort estimation using multi layered feed forward artificial neural network technique
Abstract Software Effort Estimation models are hot topic of study over 3 decades. Several
models have been developed in these decades. Providing accurate estimations of software …
models have been developed in these decades. Providing accurate estimations of software …
Improving the COCOMO model using a neuro-fuzzy approach
Accurate software development cost estimation is important for effective project
management such as budgeting, project planning and control. So far, no model has proved …
management such as budgeting, project planning and control. So far, no model has proved …
On the value of parameter tuning in heterogeneous ensembles effort estimation
Accurate estimation of software development effort estimation (SDEE) is fundamental for
efficient management of software development projects as it assists software managers to …
efficient management of software development projects as it assists software managers to …