Documentos de Abnane I. | REDI

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Mostrando 6 resultados de: 6

Filtros aplicados

Área temáticas: "Ciencias de la computación"

Subtipo de publicación

Conference Object(2)

Publisher

Journal of Software: Evolution and Process(2)

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)

Proceedings of the ACM Symposium on Applied Computing(1)

Área temáticas

Métodos informáticos especiales(3)

Programación informática, programas, datos, seguridad(3)

Área de conocimiento

Ingeniería de software(4)

Aprendizaje automático(2)

Ciencias de la computación(1)

Año de Publicación

Origen

Palabras Claves

Missing data(5)

Software development effort estimation(3)

analogy-based software development effort estimation(2)

fuzzy analogy(2)

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 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.

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.