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Publications by El-Hajj, Mohammad

In Journal (refereed)

1. W. El-Rab, O. Zaiane, M. El-Hajj. "Formalizing Clinical Practice Guidelines for Clinical Decision Support Systems". Health Informatics Journal, 23(2), pp 146-156, June 2017. view
2. W. El-Rab, O. Zaiane, M. El-Hajj. "Analyzing the impact of UMLS relations on the Word Sense Disambiguation accuracy". Procedia Computer Science, 21, pp 295-301, October 2013. PDFview
3. M. El-Hajj, O. Zaiane. " Parallel Bifold: Large-Scale Parallel Pattern Mining with Constraints". Distributed and Parallel Databases, An International Journal, 20(3), pp 225-243, October 2006. PDFview
4. M. El-Hajj, O. Zaiane. " YAFIMA: Yet Another Frequent Itemset Mining Algorithm". Journal of Digital Information Management, 3(4), pp 243-248, December 2005. PDFview

In Conference (refereed)

5. W. El-Rab, O. Zaiane, M. El-Hajj. "Analyzing the impact of UMLS relations on the Word Sense Disambiguation accuracy". International Conference on Current and Future Trends of Information and Communication Technologies , Niagara Falls, Canada,, October 2013. PDFview
6. W. El-Rab, O. Zaiane, M. El-Hajj. "Unsupervised Graph-based Word Sense Disambiguation of Biomedical Documents". IEEE Healthcom, Lisbon, Portugal, October 2013. PDFview
7. W. El-Rab, O. Zaiane, M. El-Hajj. "Biomedical Text Disambiguation using UMLS". International Symposium on Network Enabled Health Informatics, Biomedicine and Bioinformatics, Niagara Falls, Canada, pp 943-947, August 2013. PDFview
8. M. El-Hajj, W. El-Rab, O. Zaiane, J. Gnarpe, R. Hayward. "Impact of Online Educational Games on the Education of Medical Students". Canadian eLearning Conference, Edmonton, Canada, June 2010. view
9. M. El-Hajj, J. Chen, O. Zaiane, R. Goebel. "Constraint-Based Mining of Web Page Associations". Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, (ed: Orgun, Mehmet A., Thornton, John), pp 315-326, December 2007. view
10. M. El-Hajj, O. Zaiane. "Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment". International Conference on Parallel and Distributed Systems, Minneapolis, USA, pp 135-142, July 2006. PDFview
11. M. El-Hajj, O. Zaiane. "Mining with Constraints by Pruning and Avoiding Ineffectual Processing". Australian Joint Conference on Artificial Intelligence, Sydney, Australia, (ed: Shichao Zhang, Ray Jarvis), pp 1001-1004, December 2005. PDFview
12. M. El-Hajj, O. Zaiane, P. Nalos. "Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking". IEEE International Conference on Data Mining (ICDM), Houston, USA, pp 146-153, November 2005. PDFview
13. O. Zaiane, M. El-Hajj. "Pattern Lattice Traversal by Selective Jumps". International Conference on Knowledge Discovery and Data Mining, Chicago, USA, pp 729-735, August 2005. PDFview
14. M. El-Hajj, O. Zaiane. "Finding All Frequent Patterns Starting From The Closure". International Conference on Advanced Data Mining and Applications, Wuhan, China, pp 67-74, July 2005. PDFview
15. M. El-Hajj, O. Zaiane. "On Frequent Itemset Mining with Closure". International Conference on Information Technology (ICIT), Amman, Jordan, (ed: Al-Dahoud Ali), pp 21-30, May 2005. PDFview
16. O. Zaiane, M. El-Hajj, Y. Li, S. Luk. "Scrutinizing Frequent Pattern Discovery Performance". IEEE International Conference on Data Engineering (ICDE), Tokyo, Japan, pp 1109-1110, April 2005. PDFview
17. O. Zaiane, M. El-Hajj. "Advances and Issues in Frequent Pattern Mining". Proceeding of the Pacific Asia Conference on Knowledge Discovery and Data Mining, May 2004. PDFview
18. M. El-Hajj, O. Zaiane. "Non Recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations". International Conference on Big Data Analytics and Knowledge Discovery (DAWAK), Prague, Czech Republic, pp 371-380, September 2003. PDFview
19. M. El-Hajj, O. Zaiane. "Inverted Matrix: Efficient Discovery of Frequent Items in Large Datasets in the Context of Interactive Mining". International Conference on Knowledge Discovery and Data Mining, Washington, USA, (ed: Lise Getoor, Ted E. Senator, Pedro M. Domingos, Christos Faloutsos), pp 109-118, August 2003. PDFview
20. O. Zaiane, M. El-Hajj, P. Lu. "Fast Parallel Association Rule Mining Without Candidacy Generation". IEEE International Conference on Data Mining (ICDM), San Jose, USA, (ed: Nick Cercone, Tsau Young Lin, Xindong Wu), pp 665-668, November 2001. PDFview

In Workshop

21. M. El-Hajj, O. Zaiane. "Implementing Leap Traversals of the Itemset Lattice". Open Source Data Mining Workshop on Frequent Pattern Mining Implementations (OSDM), ACM, pp 16-25, August 2005. PDFview
22. M. El-Hajj, O. Zaiane. "COFI Approach for Mining Frequent Itemsets Revisited". Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD), ACM, pp 70-75, June 2004. PDFview
23. M. El-Hajj, O. Zaiane. "COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation". Workshop on Frequent Itemset Mining Implementations (FIMI), pp n/a, November 2003. PDFview
24. M. El-Hajj, O. Zaiane. "Parallel Association Rule Mining with Minimum Inter-Processor Communication". International Workshop on Parallel and Distributed Databases (PaDD), pp 519-523, September 2003. PDFview

Other Categories

25. M. El-Hajj, O. Zaiane. "Bi-Directional Constraint Pushing in Frequent Pattern Mining". Data Mining Patterns: New Methods and Applications, Data Mining Patterns: New Methods and Applications, Information Science Reference, (ed: Pascal Poncelet, Maguelonne Teisseire and Florent Masseglia), pp 32-56, October 2007. view
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