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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. PDFview
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. view

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. PDFview
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. PDFview
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. PDFview
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. view
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. PDFview

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. PDFview
9. A. Foss, W. Wang, O. Zaiane. "A Non-Parametric Approach to Web Log Analysis". Workshop on Web Mining, pp 41-50, April 2001. PDFview
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