Quasi-Optimal Case-Selective Neural Network Model for Software Effort Estimation

• Main Authors: JUN, Eung Sup, LEE, Jae Kyu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2001
• Subjects: Software effort estimation; Reduced neural network model; Case set hierarchy; Beam search; Sensitivity of beam width; Case-set selection algorithm; Computer Sciences; Management Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/1154; http://dx.doi.org/10.1016/S0957-4174(01)00021-5
• Institution: Singapore Management University

A number of software effort estimations have attempted using statistical models, case based reasoning, and neural networks. The research results showed that the neural network models perform at least as well as the other approaches, so we selected the neural network model as the estimator. However,...