Publications with keyword "Data mining"
| 1. | K. Vu, R. Clark, C. Bellinger, G. Erickson, A. Osornio-Vargas, O. Zaiane, Y. Yuan. " The Index Lift in Data Mining has a Close Relationship with the Association Measure Relative Risk in Epidemiological Studies". BMC Medical Informatics and Decision Making, 19(112), June 2019.   |
| 2. | O. Wine, O. Zaiane, A. Osornio-Vargas. "A collaborative research exploration of pollutant mixtures and adverse birth outcomes by using innovative spatial data mining methods: The DoMiNO Project". Challenges, 10.1(25), March 2019. |
| 3. | W. Ji, S. Abourizk, O. Zaiane, Y. Li. " Complexity analysis approach for prefabricated construction products using uncertain data clustering". Journal of Construction Engineering and Management, 144(8), May 2018. |
| 4. | B. Bakhshinategh, O. Zaiane, S. ElAtia, D. Ipperciel. "Educational Data Mining Applications and Tasks: A Survey of the Last 10 Years". Education and Information Technologies, 23(1), pp 537-553, January 2018. |
| 5. | A. Yaddolahi, A. Shahraki, O. Zaiane. " Current State of Text Sentiment Analysis from Opinion to Emotion Mining". ACM Computing Surveys, 50(2), pp 1-25, 33, May 2017. |
| 6. | J. Li, O. Zaiane. "Associative Classification with Statistically Significant Positive and Negative Rules". ACM International Conference on Information and Knowledge Management (CIKM), Melbourne, Australia, October 2015. |
| 7. | K. Golmohammadi, O. Zaiane, D. Diaz. "Detecting Stock Market Manipulation using Supervised Learning Algorithms ". International Conference on Data Science and Advanced Analytics, Shanghai, China, October 2014. |
| 8. | R. Rabbany, O. Zaiane, S. ElAtia. "Mining Large Scale Data from National Educational Achievement Test". KDD Workshop on Data Mining for Educational Assessment and Feedback, August 2014. |
| 9. | S. Johnson, O. Zaiane. "Intelligent feedback polarity and timing selection in the Shufti Intelligent Tutoring System". International Conference on Computers in Education, Singapore, November 2012. |
| 10. | K. Golmohammadi, O. Zaiane. "Data Mining Applications for Fraud Detection in Securities Market". European Intelligence and Security Informatics Conference, Odense, Denmark, pp 107-114, August 2012. |
| 11. | G. Melli, X. Wu, P. Beinat, F. Bonchi, L. Cao, R. Duan, C. Faloutsos, R. Ghani, B. Kitts, B. Goethals, G. McLachlan, J. Pei, A. Srivastava, O. Zaiane. " Top-10 Data Mining Case Studies". International Journal of Information Technology and Decision Making, 11(2), pp 389-400, March 2012. |
| 12. | M. Hooshsadat, H. Samuel, S. Patel, O. Zaiane. "Fastest Association Rule Mining Algorithm Predictor - FARM-AP". International C* Conference on Computer Science , Montreal, Canada, pp 43-50, May 2011. |
| 13. | X. Su, T. Khoshgoftaar, R. Greiner. "A Mixture Imputation-Boosted Collaborative Filter". Florida AI Research Symposium, pp 312--317, May 2008. |
| 14. | H. Fan, S. Abourizk, H. Kim, O. Zaiane. "Assessing Residual Value of Heavy Construction Equipment Using Prediuctive Data Mining Model". ASCE Journal of Computing in Civil Engineering, 22(3), pp 181-191, May 2008. |
| 15. | S. Oliveira, O. Zaiane. " A Privacy-Preserving Clustering Approach Toward Secure and Effective Data Analysis for Business Collaboration". Journal on Computers and Security, 26(1), pp 81-93, October 2007. |
| 16. | S. Oliveira, O. Zaiane. "Privacy-Preserving Clustering to Uphold Business Collaboration: A Dimensionality Reduction-Based Transformation Approach". International Journal of Information Security and Privacy , 1(2), pp 13-36, August 2007. |
| 17. | J. Chen, T. Zheng, W. Thorne, O. Zaiane, R. Goebel. "Visual Data Mining of Web Navigational Data ". Information Visualization, Zurich, Switzerland, pp 649-656, July 2007. |
| 18. | J. Kay, N. Maisonneuve, K. Yacef, O. Zaiane. "Mining Patterns of Events in Students' Teamwork Data". Educational Data Mining Workshop, June 2006. |
| 19. | 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. |
| 20. | S. Oliveira, O. Zaiane, Y. Saygin. "Secure Association Rule Sharing". Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Sydney, Australia, (ed: Honghua Dai, Ramakrishnan Srikant, Chengqi Zhang), pp 74-85, May 2004. |
| 21. | S. Oliveira, O. Zaiane. "Foundations for an Access Control Model for Privacy Preservation in Multi-Relational Association Rule Mining". Workshop on Privacy, Security, and Data Mining, pp 19-26, December 2002. |
| 22. | S. Oliveira, O. Zaiane. "Privacy preserving frequent itemset mining". Workshop on Privacy, Security, and Data Mining, pp 43-54, December 2002. |
| 23. | O. Zaiane. "Web Usage Mining for a Better Web-Based Learning Environment". Conference on Advanced Technology for Education, Banff, Canada, pp 60-64, June 2001. |
| 24. | S. Simoff, O. Zaiane. "Report on MDM/KDD2000: The First International Workshop on Multimedia Data Mining". SIGKDD Explorations, 2(2), pp 103-105, December 2000. |
| 25. | B. Matichuk, O. Zaiane. "Unsupervised Classification of Sound for Multimedia Indexing". International ACM SIGKDD Workshop on Multimedia Data Mining, pp 31-36, August 2000. |
| 26. | O. Zaiane, J. Han, Z. Li, J. Hou. "Mining Multimedia Data". CASCON: Meeting of Minds, Toronto, Canada, pp 83-96, November 1998. |
