Accession Number:

ADA456106

Title:

Time-Sensitive Dirichlet Process Mixture Models

Descriptive Note:

Corporate Author:

CARNEGIE-MELLON UNIV PITTSBURGH PA SCHOOL OF COMPUTER SCIENCE

Report Date:

2005-05-01

Pagination or Media Count:

15.0

Abstract:

We introduce Time-Sensitive Dirichlet Process Mixture models for clustering. The models allow infinite mixture components just like standard Dirichlet process mixture models. However, they also have the ability to model time correlations between instances.

Subject Categories:

  • Theoretical Mathematics
  • Cybernetics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE