UWB and UW Seal

Subspace clustering

Clark F. Olson, University of Washington, Bothell
David C. Hunn, University of Washington, Bothell (MS CSSE graduate)
Henry J. Lyons, University of Washington, Bothell (BS CSSE graduate)

Related publications:
Clark F. Olson, David C. Hunn and Henry J. Lyons, Efficient Monte Carlo Clustering in Subspaces, Knowledge and Information Systems, 52(3): 751-772, September 2017.
Abstract, Preprint (1575 K)

David C. Hunn and Clark F. Olson. Evaluation of Monte Carlo Subspace Clustering with OpenSubspace. In Proceedings of the 9th International Conference on Data Mining (DMIN'13), July 2013.
Abstract , Download (589 K)

Clark F. Olson and Henry J. Lyons. Simple and Efficient Projective Clustering. In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, pages 45-55, October 2010.
Abstract , Download (1145 K)

Also of interest is a somewhat older paper on parallel algorithms:
Clark F. Olson, Parallel Algorithms for Hierarchical Clustering, Parallel Computing, 21(8):1313-1325, August 1995.
Abstract , Download (502 K)