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Journal of Software: Evolution and Process(2)
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Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization(1)
ICSOFT 2018 - Proceedings of the 13th International Conference on Software Technologies(1)
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scopus(8)
Classification techniques in breast cancer diagnosis: A systematic literature review
ArticleAbstract: Data mining (DM) consists in analysing a set of observations to find unsuspected relationships and tPalabras claves:Breast Cancer, classification, Data Mining, diagnosisAutores:Alain Abran, ElOuassif B., Hosni M., Idri A.Fuentes:scopusCosmic sizing of machine learning image classifier software using neural networks
Conference ObjectAbstract: Development of machine learning software has now penetrated a large diversity of domains, in both acPalabras claves:COSMIC, Function Points, ISO 19761, Machine learning, Neural networksAutores:Alain Abran, Lesterhuis 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: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:scopusPbkp_rediction of Online Students Performance by Means of Genetic Programming
ArticleAbstract: Problem: Online higher education (OHE) failure rates reach 40% worldwide. Pbkp_rediction of studentPalabras claves:Autores:Alain Abran, López-Martín C., Ulloa-Cazarez R.L., Yáñez-Márquez C.Fuentes:scopusSupport vector regression for pbkp_redicting software enhancement effort
ArticleAbstract: Context: Software maintenance (SM) has to be planned, which involves SM effort pbkp_rediction. One tPalabras claves:Association Rules, Decision Trees, ISBSG, Neural networks, Software enhancement effort pbkp_rediction, Statistical regression, Support Vector Machine, Support Vector RegressionAutores:Alain Abran, García-Floriano A., López-Martín C., Yáñez-Márquez C.Fuentes:scopusSupport vector regression-based imputation in analogy-based software development effort estimation
ArticleAbstract: Missing data (MD) is a widespread problem that can affect the ability to use data to construct effecPalabras claves:analogy-based software development effort estimation, imputation, K-NEAREST NEIGHBORS, Missing data, Support Vector MachineAutores:Abnane I., Alain Abran, Idri A.Fuentes:scopus