Publications

A.G. Ranade. Some uses of spectral methods. 2000. [PUMA: clustering graph spectral svd theory]

Daniel Boley. Principal Direction Divisive Partitioning. Data Mining and Knowledge Discovery, (2):325--344, 1997. [PUMA: clustering community detection divisive svd]

Akshay Java, Anupam Joshi, und Tim FininBook. Approximating the Community Structure of the Long Tail. Proceedings of the Second International Conference on Weblogs and Social Media(ICWSM 2008), AAAI Press, 2008. [PUMA: clustering community detection spectral svd] URL

Qifa Ke, und Takeo Kanade. Robust Subspace Clustering by Combined Use of kNND Metric and SVD Algorithm.. CVPR (2), 592-599, 2004. [PUMA: clustering decomposition eigenvalue gaussian subspace svd] URL

Jon M. Kleinberg. Authoritative sources in a hyperlinked environment. Journal of the ACM, (46)5:604--632, September 1999. [PUMA: clustering svd] URL

David Gibson, Jon Kleinberg, und Prabhakar Raghavan. Clustering Categorical Data: An Approach Based on Dynamical Systems. 311--322, 1998. [PUMA: clustering svd] URL

P. Drineas, A. Frieze, R. Kannan, S. Vempala, und V. Vinay. Clustering large graphs via the singular value decomposition. Machine Learning, (56)1:9--33, Springer, 2004. [PUMA: clustering graph svd vldb] URL

Stanislaw Osinski, Jerzy Stefanowski, und Dawid Weiss. Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition. Intelligent Information Systems, 359-368, 2004. [PUMA: clustering lsi svd toread]

Akshay Java, Anupam Joshi, und Tim FininBook. Approximating the Community Structure of the Long Tail. Proceedings of the Second International Conference on Weblogs and Social Media(ICWSM 2008), AAAI Press, 2008. [PUMA: clustering community detection svd toread] URL

Michael W. Berry, Susan T. Dumais, und Gavin W. O'Brien. Using Linear Algebra for Intelligent Information Retrieval. UT-CS-94-2701994. [PUMA: clustering lsi svd] URL

Charu C. Aggarwal, und Philip S. Yu. Finding Generalized Projected Clusters In High Dimensional Spaces. In Weidong Chen, Jeffrey F. Naughton, und Philip A. Bernstein (Hrsg.), Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA, 70-81, ACM, 2000. [PUMA: clustering svd projected]