| Predicting defect-prone software modules using support vector machines KO Elish, MO Elish Journal of Systems and Software 81 (5), 649-660, 2008 | 698 | 2008 |
| Application of treenet in predicting object-oriented software maintainability: A comparative study MO Elish, KO Elish 2009 13th European Conference on Software Maintenance and Reengineering, 69-78, 2009 | 121 | 2009 |
| Improved estimation of software project effort using multiple additive regression trees MO Elish Expert Systems with Applications 36 (7), 10774-10778, 2009 | 116 | 2009 |
| Three empirical studies on predicting software maintainability using ensemble methods MO Elish, H Aljamaan, I Ahmad Soft Computing 19, 2511-2524, 2015 | 76 | 2015 |
| A suite of metrics for quantifying historical changes to predict future change‐prone classes in object‐oriented software MO Elish, M Al‐Rahman Al‐Khiaty Journal of Software: Evolution and Process 25 (5), 407-437, 2013 | 76 | 2013 |
| Empirical study of homogeneous and heterogeneous ensemble models for software development effort estimation MO Elish, T Helmy, MI Hussain Mathematical Problems in Engineering 2013 (1), 312067, 2013 | 75 | 2013 |
| Empirical comparison of three metrics suites for fault prediction in packages of object-oriented systems: A case study of Eclipse MO Elish, AH Al-Yafei, M Al-Mulhem Advances in Engineering Software 42 (10), 852-859, 2011 | 63 | 2011 |
| A comparative literature survey of design patterns impact on software quality M Ali, MO Elish 2013 international conference on information science and applications (ICISA …, 2013 | 58 | 2013 |
| Investigation of metrics for object-oriented design logical stability MO Elish, D Rine Seventh European Conference onSoftware Maintenance and Reengineering, 2003 …, 2003 | 57 | 2003 |
| An empirical study of bagging and boosting ensembles for identifying faulty classes in object-oriented software HI Aljamaan, MO Elish 2009 IEEE symposium on computational intelligence and data mining, 187-194, 2009 | 54 | 2009 |
| A comparative study of fault density prediction in aspect-oriented systems using MLP, RBF, KNN, RT, DENFIS and SVR models MO Elish Artificial Intelligence Review 42, 695-703, 2014 | 48 | 2014 |
| Assessment of voting ensemble for estimating software development effort MO Elish 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2013 | 36 | 2013 |
| Exploring the relationships between design metrics and package understandability: A case study MO Elish 2010 IEEE 18th international conference on program comprehension, 144-147, 2010 | 34 | 2010 |
| Towards measuring object-oriented class stability M Alshayeb, M Naji, MO Elish, J Al-Ghamdi IET software 5 (4), 415-424, 2011 | 31 | 2011 |
| The adherence of open source java programmers to standard coding practices MO Elish, J Offutt | 31 | 2002 |
| A tool for measuring inheritance coupling in object-oriented systems J AlGhamdi, M Elish, M Ahmed information SCiences 140 (3-4), 217-227, 2002 | 24 | 2002 |
| Quantitative analysis of fault density in design patterns: An empirical study MO Elish, MA Mohammed Information and Software Technology 66, 58-72, 2015 | 23 | 2015 |
| An ensemble of computational intelligence models for software maintenance effort prediction H Aljamaan, MO Elish, I Ahmad Advances in Computational Intelligence: 12th International Work-Conference …, 2013 | 23 | 2013 |
| An exploratory study of the relationship between software test smells and fault-proneness A Qusef, MO Elish, D Binkley IEEE Access 7, 139526-139536, 2019 | 19 | 2019 |
| Indicators of structural stability of object-oriented designs: A case study MO Elish, D Rine 29th Annual IEEE/NASA Software Engineering Workshop, 183-192, 2005 | 19 | 2005 |
