Ting Su

Research Assistant, Ph.D. Candidate

Machine Learning and Data Mining Laboratory
Department of Electrical and Computer Engineering
Northeastern University,
 
Boston, MA 02115

Ph.D. Advisor: Jennifer Dy

(617)-373-3975

tsu at ece.neu.edu

 


The world is data rich, but knowledge poor!     

 

Research Interests: Machine Learning, Data Mining, Pattern Recognition, etc.

In summary, I am interested in discovering  important patterns from data.

My Ph.D. research  is mainly on feature reduction for clustering algorithms.

Publications

  • Ting Su and Jennifer Dy Automated Hierarchical Mixtures of Probabilistic Principal Component Analyzers”, Proceedings of 21th International Conference on Machine learning (ICML2004),  P.775-782 (Abstract) (PDF file), (PS file)
  • Ting Su and Jennifer Dy “A Deterministic Method for Initializing K-means Clustering”,  Proceedings of The 16th IEEE International Conference on Tools with Tools with Artificial Intelligence (ICTAI2004),  P.784-786(Abstract) (PDF file), (PS file)
  • Kaushal Sanghai,Ting Su, Jennifer Dy, David Kaeli "A Multinomial Clustering Model for Fast Simulation of Computer Architecture Designs" accepted by The Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005) (Abstract)
 

Projects:


Ting Su's bookmarks


Last modified Dec, 2005 by Ting Su