The classic Tenenbaum‘s paper that introduces ISOMAP, a manifold learning approach featuring non-linear dimensionality reduction.

J. B. Tenenbaum, V. De Silva and J. C. Langford (2000). Science 290 (5500), 2319-2323

You may access the full text of the document here, or visit the ISOMAP Homepage for further details, Matlab code and data sets.

Post to Twitter Post to Yahoo Buzz Post to Delicious Post to Digg Post to Facebook Post to Google Buzz Post to LinkedIn Post to Slashdot Post to StumbleUpon Post to Technorati