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Journal of Software: Evolution and Process(8)
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Proceedings - Asia-Pacific Software Engineering Conference, APSEC(2)
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scopus(44)
Assessing RBFN-based software cost estimation models
Conference ObjectAbstract: This paper is concerned with the design of the neural networks approach, especially Radial Basis FunPalabras claves:Hard and fuzzy c-means, Isbsg dataset, RBF neural networks, Software Cost estimationAutores:Alain Abran, Hassani A., Idri A.Fuentes:scopusAn analogy-based approach to estimation of software development effort using categorical data
Conference ObjectAbstract: Analogy-based software development effort estimation methods have proved to be a viable alternativePalabras claves:Case-based reasoning, categorical data, Fuzzy Clustering, fuzzy logic, Software effort estimationAutores:Alain Abran, Amazal F.A., Idri A.Fuentes:scopusAnalogy Software Effort Estimation Using Ensemble KNN Imputation
Conference ObjectAbstract: Missing data are a serious issue that influences the pbkp_rediction accuracy of software developmentPalabras claves:Analogy-based-software-efoort-estimation, ensemble, grid-search, missing-data, parameter-optimisationAutores:Abnane I., Alain Abran, Hosni M., Idri A.Fuentes:scopusAnalogy-based software development effort estimation: A systematic mapping and review
ReviewAbstract: Context: Analogy-based Software development Effort Estimation (ASEE) techniques have gained considerPalabras claves:analogy, Case-based reasoning, mapping study, Software development effort estimation, Systematic literature reviewAutores:Alain Abran, Amazal F.A., Idri A.Fuentes:scopusAnalysis of cluster center initialization of 2FA-kprototypes analogy-based software effort estimation
ArticleAbstract: Analogy-based estimation is one of the most widely used techniques for effort pbkp_rediction in softPalabras claves:analogy, Fuzzy Clustering, mixed datasets, Software effort estimationAutores:Alain Abran, Amazal F.A., Idri A.Fuentes:scopusA fuzzy logic based set of measures for software project similarity: Validation and possible improvements
Conference ObjectAbstract: The software project similarity attribute has not yet been the subject of in-depth study, even thougPalabras claves:Autores:Alain Abran, Idri A.Fuentes:scopusDealing with missing values in software project datasets: A systematic mapping study
Conference ObjectAbstract: Missing Values (MV) present a serious problem facing research in software engineering (SE) which isPalabras claves:Missing values, Software Engineering, Systematic Mapping StudyAutores:Abnane I., Alain Abran, Idri A.Fuentes:scopusCOCOMO Cost Model Using Fuzzy Logic
Conference ObjectAbstract: When the COCOMO (Constructive Cost Model) was published at the beginning of the eighties, fuzzy logiPalabras claves:cocomo, fuzzy logic, Software Cost estimation, Software EngineeringAutores:Alain Abran, Idri A., Kjiri L.Fuentes:scopusCOSMIC functional size measurement of mobile personal health records for pregnancy monitoring
Conference ObjectAbstract: An empirical evaluation of the Common Software Measurement International Consortium (COSMIC) methodPalabras claves:COSMIC, Functional Size Measurement, mHealth, Mobile personal health records, Pregnancy monitoringAutores:Alain Abran, Bachiri M., de Gea J.M.C., Fernández-Alemán J.L., Idri A., Redman L.Fuentes:scopusCan neural networks be easily interpreted in software cost estimation?
Conference ObjectAbstract: Software development effort estimation with the aid of neural networks has generally been viewed witPalabras claves:Autores:Alain Abran, Idri A., Khoshgoftaar T.M.Fuentes:scopus