Publications with keyword "Clustering"
| 1. | M. Strobl, J. Sander, R. Campello, O. Zaiane. "Model-based Clustering with HDBSCAN*". European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databa, September 2020.   |
| 2. | 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. |
| 3. | B. Wubie, A. Andres, R. Greiner, B. Hoehn, A. Montano-Loza, N. Kneteman, G. Heo. "Cluster Identification via Persistent Homology and other Clustering Techniques, with Application to Liver Transplant Data". Research in Computational Topology, Springer, (ed: Chambers, Erin, Fasy, Brittany Terese, Ziegelmeier, Lori ), 13, pp 145-177, March 2018. |
| 4. | A. Trabelsi, O. Zaiane. "Mining Contentious Documents". Knowledge and Information Systems, 48(3), pp 537-560, September 2016. |
| 5. | A. Trabelsi, O. Zaiane. " Extraction and Clustering of Arguing Expressions in Contentious Text". Data and Knowledge Engineering, 100(PB), pp 226-239, November 2015. |
| 6. | R. Rabbany, M. Takaffoli, J. Fagnan, O. Zaiane, R. Campello. "Relative Validity Criteria for Community Mining Algorithms". Encyclopedia of Social Network Analysis and Mining, Encyclopedia of Social Network Analysis and Mining, Springer, (ed: Reda Alhajj and Jon Rokne), pp 1-18, October 2014. |
| 7. | R. Rabbany, M. Takaffoli, J. Fagnan, O. Zaiane, R. Campello. "Communities Validity: Methodical Evaluation of Community Mining Algorithms". Social Network Analysis and Mining, 3(4), pp 1039-1062, December 2013. |
| 8. | J. Chen, O. Zaiane. "Text document topical recursive clustering and automatic labeling of a hierarchy of document clusters". Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp 197-208, April 2013. |
| 9. | C. Lee, O. Zaiane, H. Park, J. Huang, R. Greiner. "Clustering High Dimensional Data: A Graph-Based Relaxed Optimization Approach". Information Sciences, 178(23), pp 4501-4511, May 2008. |
| 10. | 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. |
| 11. | 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. |
| 12. | X. Su, M. Kubat, M. Tapia, C. Hu. "Query Size Estimation Using Clustering Techniques". Fifteenth IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp 185-189, November 2005. |
| 13. | L. Xu, J. Neufeld, B. Larson, D. Schuurmans. "Maximum Margin Clustering". Neural Information Processing Systems (NIPS), Vancouver, British Columbia, Canada, January 2004. |
| 14. | B. Matichuk, O. Zaiane. "Unsupervised Classification of Sound for Multimedia Indexing". International ACM SIGKDD Workshop on Multimedia Data Mining, pp 31-36, August 2000. |
