SOFT CORRESPONDENCE ENSEMBLE CLUSTERING

   
 

LEAD INVENTOR:

Zhongfei Zhang

TEAM MEMBERS:

Bo Long

CONTACT INFORMATION:

Scott Hancock
Assistant Director for Licensing
Tel: 607-777-5874
Fax: 607-777-5788
shancock@binghamton.edu

DESCRIPTION:

Novel use of "soft" correspondence as a data-mining framework to address the problem of matching between different clustering assemblies. The algorithm matches clusters from different clusterings with different weights and computes a correspondence matrix.

 

ADVANTAGES:

  • Improves results of combining multiple clusterings
  • Generates intermediate intuitive interpretation of relations between consensus clustering and individual clustering

 

PATENT STATUS:

Patent Pending