Documentos de Abnane I. | REDI

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Mostrando 10 resultados de: 11

Filtros aplicados

Área de conocimiento: "Software"

Subtipo de publicación

Conference Object(5)

Publisher

Journal of Software: Evolution and Process(4)

2015 IEEE/ACIS 16th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2015 - Proceedings(1)

Empirical Software Engineering(1)

Journal of Systems and Software(1)

PROMISE 2021 - Proceedings of the 17th International Conference on Pbkp_redictive Models and Data Analytics in Software Engineering, co-located with ESEC/FSE 2021(1)

Área temáticas

Programación informática, programas, datos, seguridad(8)

Ciencias de la computación(6)

Métodos informáticos especiales(5)

Funcionamiento de bibliotecas y archivos(1)

Área de conocimiento

Ingeniería de software(7)

Análisis de datos(2)

Aprendizaje automático(2)

Ciencias de la computación(1)

Año de Publicación

Origen

Palabras Claves

Missing data(6)

Software development effort estimation(5)

Machine learning(2)

Missing values(2)

Analogy Software Effort Estimation Using Ensemble KNN Imputation

Conference Object

Abstract: Missing data are a serious issue that influences the pbkp_rediction accuracy of software development

Palabras claves:

Analogy-based-software-efoort-estimation, ensemble, grid-search, missing-data, parameter-optimisation

Abnane I., Alain Abran, Hosni M., Idri A.

Dealing with missing values in software project datasets: A systematic mapping study

Conference Object

Abstract: Missing Values (MV) present a serious problem facing research in software engineering (SE) which is

Palabras claves:

Missing values, Software Engineering, Systematic Mapping Study

Abnane I., Alain Abran, Idri A.

Fuzzy case-based-reasoning-based imputation for incomplete data in software engineering repositories

Abstract: Missing data is a serious issue in software engineering because it can lead to information loss and

Palabras claves:

accuracy, categorical data, empirical software engineering, fuzzy analogy, imputation, Missing data

Abnane I., Alain Abran, Idri A.

Empirical evaluation of fuzzy analogy for Software Development Effort Estimation

Conference Object

Abstract: Software Development Effort Estimation (SDEE) plays a primary role in software project management. A

Palabras claves:

fuzzy analogy, Software development effort estimation

Abnane I., Alain Abran, Idri A.

Evaluating Pred(p) and standardized accuracy criteria in software development effort estimation

Abstract: Software development effort estimation (SDEE) plays a primary role in software project management. B

Palabras claves:

accuracy measure, MMRE, Pred(p), Software development effort estimation, standardized accuracy

Abnane I., Alain Abran, Idri A.

Evaluating ensemble imputation in software effort estimation

Abstract: Choosing the appropriate missing data (MD) imputation technique for a given software development eff

Palabras claves:

ensemble, imputation, Missing data, Software development effort estimation

Abnane I., Alain Abran, Chlioui I., Idri A.

Heterogeneous ensemble imputation for software development effort estimation

Conference Object

Abstract: Choosing the appropriate Missing Data (MD) imputation technique for a given Software development eff

Palabras claves:

heterogenous ensemble, imputation, Machine learning, Missing data, Software development effort estimation, standardized accuracy

Abnane I., Alain Abran, Hosni M., Idri A.

Optimized fuzzy clustering-based k-nearest neighbors imputation for mixed missing data in software development effort estimation

Abstract: Context: Software development effort estimation (SDEE) is one of the most challenging aspects in pro

Palabras claves:

fuzzy logic, imputation, Missing data, Software development effort estimation

Abnane I., Alain Abran, Idri A.

Missing data techniques in analogy-based software development effort estimation

Abstract: Missing Data (MD) is a widespread problem that can affect the ability to use data to construct effec

Palabras claves:

analogy-based software development effort estimation, imputation, Missing data

Abnane I., Alain Abran, Idri A.

Support vector regression-based imputation in analogy-based software development effort estimation

Abstract: Missing data (MD) is a widespread problem that can affect the ability to use data to construct effec

Palabras claves:

analogy-based software development effort estimation, imputation, K-NEAREST NEIGHBORS, Missing data, Support Vector Machine

Abnane I., Alain Abran, Idri A.