Transcriptional control and microarrays (2)

Proposed clustering techniques include:

• k-means clustering
• Fourier analyses
• ``Inner product'' similarity scores
• Self-organising maps
• Support Vector Machines
• More...

See Bucher, Current Opinion in Structural Biology, 9:3 1999 for a review.

Most common motif discovery technique is Gibbs sampling (Lawrence et al, Science 262, 1993; Proc. PSB 2000).