| Fast parallel association rule mining without candidacy generation OR Zaiane, M El-Hajj, P Lu Proceedings 2001 IEEE international conference on data mining, 665-668, 2001 | 245 | 2001 |
| Inverted matrix: Efficient discovery of frequent items in large datasets in the context of interactive mining M El-Hajj, OR Zaiane Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003 | 102 | 2003 |
| COFI-tree mining: a new approach to pattern growth with reduced candidacy generation M El-Hajj, OR Zaiane Workshop on frequent itemset mining implementations (FIMI’03) in conjunction …, 2003 | 72 | 2003 |
| Parallel leap: large-scale maximal pattern mining in a distributed environment M El-Hajj, OR Zaïane 12th International Conference on Parallel and Distributed Systems-(ICPADS'06 …, 2006 | 62 | 2006 |
| Non-recursive generation of frequent k-itemsets from frequent pattern tree representations M El-Hajj, OR Zaïane International Conference on Data Warehousing and Knowledge Discovery, 371-380, 2003 | 51 | 2003 |
| Cofi approach for mining frequent itemsets revisited M El-Hajj, OR Zaïane Proceedings of the 9th ACM SIGMOD workshop on Research issues in data mining …, 2004 | 37 | 2004 |
| Patterns of use of decision support tools by clinicians RS Hayward, M El-Hajj, TK Voth, K Deis AMIA Annual Symposium Proceedings 2006, 329, 2006 | 24 | 2006 |
| COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation. OR Zaïane, M El-Hajj FIMI, 2003 | 19 | 2003 |
| Pattern lattice traversal by selective jumps OR Zaïane, M El-Hajj Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005 | 18 | 2005 |
| Parallel association rule mining with minimum inter-processor communication M El-Hajj, OR Zaïane 14th International Workshop on Database and Expert Systems Applications …, 2003 | 18 | 2003 |
| Formalizing clinical practice guideline for clinical decision support systems W Gad El-Rab, OR Zaïane, M El-Hajj Health informatics journal 23 (2), 146-156, 2017 | 17 | 2017 |
| Parallel bifold: Large-scale parallel pattern mining with constraints M El-Hajj, OR Zaïane Distributed and Parallel Databases 20, 225-243, 2006 | 17 | 2006 |
| Bifold constraint-based mining by simultaneous monotone and anti-monotone checking M El-Hajj, OR Zaiane, P Nalos Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005 | 17 | 2005 |
| Complex analysis of united states flight data using a data mining approach M Baluch, T Bergstra, M El-Hajj 2017 IEEE 7th Annual Computing and Communication Workshop and Conference …, 2017 | 13 | 2017 |
| Biomedical text disambiguation using UMLS WG El-Rab, OR Zaïane, M El-Hajj Proceedings of the 2013 IEEE/ACM International Conference on Advances in …, 2013 | 13 | 2013 |
| Finding all frequent patterns starting from the closure M El-Hajj, OR Zaïane International Conference on Advanced Data Mining and Applications, 67-74, 2005 | 10 | 2005 |
| Unsupervised graph-based word sense disambiguation of biomedical documents WG El-Rab, OR Zaïane, M El-Hajj 2013 IEEE 15th International Conference on e-Health Networking, Applications …, 2013 | 9 | 2013 |
| Scrutinizing frequent pattern discovery performance OR Zaiane, M El-Hajj, Y Li, S Luk 21st International Conference on Data Engineering (ICDE'05), 1109-1110, 2005 | 8 | 2005 |
| The effects of neighbourhood characteristics on crime incidence S Letourneau, N Ell, P Cheung, J McCaskill, M El-Hajj 2018 IEEE 8th Annual Computing and Communication Workshop and Conference …, 2018 | 6 | 2018 |
| Mining with constraints by pruning and avoiding ineffectual processing M El-Hajj, OR Zaïane Australasian Joint Conference on Artificial Intelligence, 1001-1004, 2005 | 6 | 2005 |
