| Data imbalance in classification: Experimental evaluation F Thabtah, S Hammoud, F Kamalov, A Gonsalves Information Sciences 513, 429-441, 2020 | 712 | 2020 |
| MRSim: A discrete event based MapReduce simulator S Hammoud, M Li, Y Liu, NK Alham, Z Liu 2010 Seventh International Conference on Fuzzy Systems and Knowledge …, 2010 | 120 | 2010 |
| A MapReduce-based distributed SVM algorithm for automatic image annotation NK Alham, M Li, Y Liu, S Hammoud Computers & Mathematics with Applications 62 (7), 2801-2811, 2011 | 103 | 2011 |
| HSim: a MapReduce simulator in enabling cloud computing Y Liu, M Li, NK Alham, S Hammoud Future Generation Computer Systems 29 (1), 300-308, 2013 | 93 | 2013 |
| Improving rule sorting, predictive accuracy and training time in associative classification F Thabtah, P Cowling, S Hammoud Expert Systems with Applications 31 (2), 414-426, 2006 | 88 | 2006 |
| Least Loss: A simplified filter method for feature selection F Thabtah, F Kamalov, S Hammoud, SR Shahamiri Information Sciences 534, 1-15, 2020 | 70 | 2020 |
| MapReduce network enabled algorithms for classification based on association rules S Hammoud Brunel University School of Engineering and Design PhD Theses, 2011 | 34 | 2011 |
| Parallel associative classification data mining frameworks based mapreduce F Thabtah, S Hammoud, H Abdel-Jaber Parallel Processing Letters 25 (02), 1550002, 2015 | 25 | 2015 |
| Mr-arm: a map-reduce association rule mining framework F Thabtah, S Hammoud Parallel processing letters 23 (03), 1350012, 2013 | 25 | 2013 |
| A distributed SVM for image annotation NK Alham, M Li, S Hammoud, Y Liu, M Ponraj 2010 Seventh International Conference on Fuzzy Systems and Knowledge …, 2010 | 25 | 2010 |
| Evaluating machine learning techniques for automatic image annotations NK Alham, M Li, S Hammoud, H Qi 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery …, 2009 | 21 | 2009 |
| Load balancing in MapReduce environments for data intensive applications Y Liu, M Li, NK Alham, S Hammoud, M Ponraj 2011 Eighth International Conference on Fuzzy Systems and Knowledge …, 2011 | 20 | 2011 |
| A MapReduce based distributed LSI Y Liu, M Li, S Hammoud, NK Alham, M Ponraj 2010 Seventh International Conference on Fuzzy Systems and Knowledge …, 2010 | 18 | 2010 |
| Parallelizing multiclass Support Vector Machines for scalable image annotation NK Alham, M Li, Y Liu, S Hammoud 2011 Eighth International Conference on Fuzzy Systems and Knowledge …, 2011 | 13 | 2011 |
| A novel block chain technology publication model proposal A Thakre, F Thabtah, SR Shahamiri, S Hammoud Applied Computing and Informatics 18 (3/4), 195-207, 2022 | 12 | 2022 |
| A distributed SVM for scalable image annotation NK Alham, M Li, Y Liu, S Hammoud, M Ponraj 2011 Eighth international conference on fuzzy systems and knowledge …, 2011 | 12 | 2011 |
| Grid-based Semantic Integration and dissemination of medical information A Naseer, LK Stergioulas, S Hammoud, M Li 2008 Third International Conference on Digital Information Management, 272-278, 2008 | 3 | 2008 |