Journal
ARTIFICIAL INTELLIGENCE REVIEW
Volume 42, Issue 2, Pages 295-307Publisher
SPRINGER
DOI: 10.1007/s10462-012-9339-x
Keywords
Neural networks; Effort estimation; Accuracy; Reliability
Categories
Funding
- Ministry of Human Resource Development (MHRD), Government of India
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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. Neural network based models are competitive to traditional regression and statistical models for software effort estimation. This comprehensive article, covers various neural network based models for software estimation as presented by various researchers. The review of twenty-one articles covers a range of features used for effort prediction. This survey aims to support the research for effort prediction and to emphasize capabilities of neural network based model in effort prediction.
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