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scopus(10)
Analogy 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:scopusEvaluating filter fuzzy analogy homogenous ensembles for software development effort estimation
ArticleAbstract: Researchers have developed and evaluated many techniques to deliver accurate estimates of the effortPalabras claves:ensemble, feature selection, filter, fuzzy analogy, Software development effort estimationAutores:Alain Abran, Hosni M., Idri A.Fuentes:scopusHeterogeneous ensemble imputation for software development effort estimation
Conference ObjectAbstract: Choosing the appropriate Missing Data (MD) imputation technique for a given Software development effPalabras claves:heterogenous ensemble, imputation, Machine learning, Missing data, Software development effort estimation, standardized accuracyAutores:Abnane I., Alain Abran, Hosni M., Idri A.Fuentes:scopusOn the value of filter feature selection techniques in homogeneous ensembles effort estimation
ArticleAbstract: Software development effort estimation (SDEE) remains as the principal activity in software projectPalabras claves:ensemble effort estimation, feature selection, filter, Machine learning, Software development effort estimationAutores:Alain Abran, Hosni M., Idri A.Fuentes:scopusOn the value of parameter tuning in heterogeneous ensembles effort estimation
ArticleAbstract: Accurate estimation of software development effort estimation (SDEE) is fundamental for efficient maPalabras claves:Heterogeneous ensembles, Machine learning, Optimization techniques, Software effort estimation, Swarm optimizationAutores:Alain Abran, Hosni M., Idri A., Nassif A.B.Fuentes:scopusImproved effort estimation of heterogeneous ensembles using filter feature selection
Conference ObjectAbstract: Estimating the amount of effort required to develop a new software system remains the main activityPalabras claves:ensemble, feature selection, filter, Machine learning, Software development effort estimationAutores:Alain Abran, Hosni M., Idri A.Fuentes:scopusImproved estimation of software development effort using Classical and Fuzzy Analogy ensembles
ArticleAbstract: Delivering an accurate estimate of software development effort plays a decisive role in successful mPalabras claves:analogy, ensemble effort estimation, fuzzy logic, Software development effort estimationAutores:Alain Abran, Hosni M., Idri A.Fuentes:scopusInvestigating heterogeneous ensembles with filter feature selection for software effort estimation
Conference ObjectAbstract: Ensemble Effort Estimation (EEE) consists on pbkp_redicting the software development effort by combiPalabras claves:accuracy, ensemble effort estimation, Features selection, filter, Machine learningAutores:Alain Abran, Hosni M., Idri A.Fuentes:scopusSystematic literature review of ensemble effort estimation
ArticleAbstract: The need to overcome the weaknesses of single estimation techniques for pbkp_rediction tasks has givPalabras claves:ensemble effort estimation, Software development effort estimation, Systematic literature reviewAutores:Alain Abran, Hosni M., Idri A.Fuentes:scopusSystematic mapping study of ensemble effort estimation
Conference ObjectAbstract: Ensemble methods have been used recently for pbkp_rediction in data mining area in order to overcomePalabras claves:ensemble effort estimation, Software development effort estimation, Systematic Mapping StudyAutores:Alain Abran, Hosni M., Idri A.Fuentes:scopus