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Software Development Effort Estimation Using Regression Fuzzy Models

Ali Bou Nassif, Mohammad Azzeh, Ali Idri, Alain Abran
2019 Computational Intelligence and Neuroscience  
Software effort estimation plays a critical role in project management.  ...  The main goal of this research was to design and compare three different fuzzy logic models for predicting software estimation effort: Mamdani, Sugeno with constant output, and Sugeno with linear output  ...  output, led to a better design of fuzzy models, especially by learning the optimized number of model inputs, as well as the parameters for the fuzzy linear model. (2) Where a heteroscedasticity problem  ... 
doi:10.1155/2019/8367214 fatcat:4ydesw2g7va4nc6hm3oyvo6np4

Software Development Effort Estimation Using Regression Fuzzy Models [article]

Ali Bou Nassif, Mohammad Azzeh, Ali Idri, Alain Abran
2019 arXiv   pre-print
Software effort estimation plays a critical role in project management.  ...  The main goal of this research was to design and compare three different fuzzy logic models for predicting software estimation effort: Mamdani, Sugeno with constant output and Sugeno with linear output  ...  The research was also supported by the Open UAE Research and Development Group at the University of Sharjah.  ... 
arXiv:1902.03608v1 fatcat:g6d4x4f6svb4pm53suerf337fq