This is a great illustration of how different datasets require different algorithms to achieve the same effect. It covers 9 different algorithms for finding a lower-dimensional structure in a multi-dimensional dataset.
http://www.cs.cmu.edu/~efros/courses/AP06/presentations/melchior_isomap_demo.pdf -- Lance Norskog [email protected]
