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Visual Data Mining

Author: Adrian Maries

A. Buja, D. F. Swayne, M. Littman, H. Hofmann, L. Chen, "Data Visualization with Multidimensional Scaling", Journal of Computational and Graphical Statistics, Vol. 0(0), pp. 0--0, 2008. (pdf) (bibtex: Buja-2008-DVW).
L. Chen, A. Buja, "Local Multidimensional Scaling for Nonlinear Dimension Reduction, Graph Drawing, and Proximity Analysis", Journal of the American Statistical Association, Vol. 0(0), pp. 0--0, 2009. (pdf) (bibtex: Chen-2009-LMS).
P. Kidwell, G. Lebanon, "Visualizing Incomplete and Partially Ranked Data", IEEE Transactions on Visualization and Computer Graphics, Vol. 0(0), pp. 0--0, 2008. (pdf) (bibtex: Kidwell-2008-VIA).
D. D. Lee, H. S. Seung, "Learning the parts of objects by non-negative matrix factorization", Nature, Vol. 0(0), pp. 0--0, 1999. (pdf) (bibtex: Lee-1999-LTP).
B. Scholkopf, A. Smola, K.-R. Muller, "Nonlinear Component Analysis as a Kernel Eigenvalue Problem", Neural Computation, Vol. 0(0), pp. 0--0, 1998. (pdf) (bibtex: Scholkopf-1998-NCA).