期刊
ARTIFICIAL INTELLIGENCE REVIEW
卷 42, 期 2, 页码 295-307出版社
SPRINGER
DOI: 10.1007/s10462-012-9339-x
关键词
Neural networks; Effort estimation; Accuracy; Reliability
资金
- Ministry of Human Resource Development (MHRD), Government of India
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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