Proximity Visualization of Abstract Data (Wojciech Basalaj)
A long article about various visualization methods mostly derived from
multidimensional scaling (MDS)
Nonlinear Dimensionality Reduction with LLE and Isomap (Tobias Friedrich)
A dissertation on two non-linear visualization methods: Locally
Linear Embedding and Isomap. Both methods have been published in Science
MDS at Newcastle University
A long multidiensional scaling bibliography.
Collection of various visualization methods and software
An excellent book on modern and classic multidimensional scaling by
I. Borg and P. Groenen.
A software package that implements a large collection of MDS related algorithms.
An open source data exploration platform that especially targets the field of data mining.