Foundations of Statistical Natural Language Processing

Christopher D. Manning and Hinrich Schütze

Chapter 14: Clustering

Links referred to in the text

• Ed Fox on clustering algorithms
• AutoClass

Other Links

• CLUTO: A package (with visualization tools) for clustering high dimensional data sets.
• mkcls: A word class formation (clustering) tool by Franz Josef Och.

Teaching materials

• A simple example of EM fitting lines to points in Fortran 90 or Octave by Rob Malouf <malouf@let.rug.nl> (reproduced with permission)