Mahmoud O. Elish

According to our database1, Mahmoud O. Elish authored at least 32 papers between 2002 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



An Empirical Investigation on the Effect of Code Smells on Resource Usage of Android Mobile Applications.
IEEE Access, 2021

Enhanced prediction of vulnerable Web components using Stochastic Gradient Boosting Trees.
Int. J. Web Inf. Syst., 2019

An Exploratory Study of the Relationship Between Software Test Smells and Fault-Proneness.
IEEE Access, 2019

Abductive network ensembles for improved prediction of future change-prone classes in object-oriented software.
Int. Arab J. Inf. Technol., 2017

Three empirical studies on predicting software maintainability using ensemble methods.
Soft Comput., 2015

Quantitative analysis of fault density in design patterns: An empirical study.
Inf. Softw. Technol., 2015

Fault density analysis of object-oriented classes in presence of code clones.
Proceedings of the 19th International Conference on Evaluation and Assessment in Software Engineering, 2015

A comparative study of fault density prediction in aspect-oriented systems using MLP, RBF, KNN, RT, DENFIS and SVR models.
Artif. Intell. Rev., 2014

A suite of metrics for quantifying historical changes to predict future change-prone classes in object-oriented software.
J. Softw. Evol. Process., 2013

Empirical taxonomy of refactoring methods for aspect-oriented programming.
J. Softw. Evol. Process., 2013

An exploratory study of package metrics as change size indicators in evolving object-oriented software.
Comput. Syst. Sci. Eng., 2013

An Ensemble of Computational Intelligence Models for Software Maintenance Effort Prediction.
Proceedings of the Advances in Computational Intelligence, 2013

A Comparative Literature Survey of Design Patterns Impact on Software Quality.
Proceedings of the International Conference on Information Science and Applications, 2013

Assessment of voting ensemble for estimating software development effort.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013

Is In-Depth Object-Oriented Knowledge Necessary to Develop Quality Robustness Diagrams?
J. Softw., 2012

A Systematic Review on the Impact of CK Metrics on the Functional Correctness of Object-Oriented Classes.
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

Investigation of Aspect-Oriented Metrics for Stability Assessment: A Case Study.
J. Softw., 2011

Towards measuring object-oriented class stability.
IET Softw., 2011

Empirical comparison of three metrics suites for fault prediction in packages of object-oriented systems: A case study of Eclipse.
Adv. Eng. Softw., 2011

Investigating the Effect of Aspect-Oriented Refactoring on Software Maintainability.
Proceedings of the Software Engineering and Computer Systems, 2011

Exploring the Relationships between Design Metrics and Package Understandability: A Case Study.
Proceedings of the 18th IEEE International Conference on Program Comprehension, 2010

Improved estimation of software project effort using multiple additive regression trees.
Expert Syst. Appl., 2009

Application of TreeNet in Predicting Object-Oriented Software Maintainability: A Comparative Study.
Proceedings of the 13th European Conference on Software Maintenance and Reengineering, 2009

An empirical study of bagging and boosting ensembles for identifying faulty classes in object-oriented software.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

Predicting defect-prone software modules using support vector machines.
J. Syst. Softw., 2008

Design Structural Stability Metrics and Post-Release Defect Density: An Empirical Study.
Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006

Do Structural Design Patterns Promote Design Stability?
Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006

Indicators of Structural Stability of Object-Oriented Designs: A Case Study.
Proceedings of the 29th Annual IEEE / NASA Software Engineering Workshop (SEW-29 2005), 2005

A Case Study on Structural Characteristics of Object-oriented Design and Its Stability.
Proceedings of the IASTED International Conference on Software Engineering, 2005

Investigation of Metrics for Object-Oriented Design Logical Stability.
Proceedings of the 7th European Conference on Software Maintenance and Reengineering (CSMR 2003), 2003

A tool for measuring inheritance coupling in object-oriented systems.
Inf. Sci., 2002

Evaluating collaborative software in supporting organizational learning with Bayesian Networks.
Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), 2002