Publications by Foss, Andrew
In Journal (refereed)
1. | A. Foss, O. Zaiane. " Class Separation through Variance: A new Application of Outlier Detection". Knowledge and Information Systems, 29(3), pp 565-596, November 2010. |
2. | H. Fan, O. Zaiane, A. Foss, J. Wu. "Resolution-based outlier factor: detecting the top- n most outlying data points in engineering data". Knowledge and Information Systems, 19(1), pp 31-51, April 2009. |
In Conference (refereed)
3. | A. Foss, O. Zaiane, S. Zilles. "Unsupervised Class Separation of Multivariate Data through Cumulative Variance-based Ranking". IEEE International Conference on Data Mining (ICDM), Miami, USA, pp 139-148, December 2009. |
4. | H. Fan, O. Zaiane, A. Foss, J. Wu. "A Nonparametric Outlier Detection for Effectively Discovering Top-N outliers from Engineering Data". Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore, (ed: Wee Keong Ng, Masaru Kitsuregawa, Jianzhong Li, Kuiyu Chang), pp 557-566, April 2006. |
5. | A. Foss, O. Zaiane. "A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets". IEEE International Conference on Data Mining (ICDM), pp 179-186, December 2002. |
6. | O. Zaiane, A. Foss. "Data Clustering Analysis, From Simple Groupings to Scalable Clustering with Constraints". Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Taipei, Taiwan, pp 137-201, May 2002. |
7. | O. Zaiane, A. Foss, C. Lee, W. Wang. "On Data Clustering Analysis: Scalability, Constraints and Validation". Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Taipei, Taiwan, pp 28-39, May 2002. |
In Workshop
8. | A. Foss, O. Zaiane. "Estimating True and False Positive Rates in Higher Dimensional Problems and its Data Mining Applications". Foundations of Data Mining Workshop, pp 673-681, December 2008. |
9. | A. Foss, W. Wang, O. Zaiane. "A Non-Parametric Approach to Web Log Analysis". Workshop on Web Mining, pp 41-50, April 2001. |