Ensemble Clustering of High Dimensional Data with FastMap Projection

Author:

Khan Imran,Huang Joshua Zhexue,Tung Nguyen Thanh,Williams Graham

Publisher

Springer International Publishing

Reference16 articles.

1. Law, M., Topchy, A., Jain, A.: Multiobjective data clustering. In: Proceedings of CVPR, pp. 424–430 (2004)

2. Lecture Notes in Computer Science;E Chávez,2001

3. Bingham, E., Mannila, H.: Random projection in dimensionality reduction: applications to image and text data. In: Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 245–250 (2001)

4. Fern, X.Z., Brodley, C.E.: Random projection for high dimensional data clustering: a cluster ensemble approach. In: International Conference on Machine Learning (2003)

5. Faloutsos, C., Lin, K.: Fastmap: a fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets. In: Proceedings of ACM-SIGMOD, pp. 163–174 (1995)

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