Smiljana Petrovic

The CUNY Graduate School, Department of Computer Science and

 Hunter College, Department of Computer Science

 

     

 

      Ph.D. Candidate:

        Department of Computer Science
        The Graduate Center
        The City University of New York 
Advisor: Dr. Susan L. Epstein

 

Contact:
Department of Computer Science Hunter College 695 Park Avenue
New York, NY 10021
212-772-5213 (department) 212-772-5219 (fax) Email: smiljana.petrovic@gmail.com

 

 

 

 

 

 

Research Interests

Constraint Satisfaction Problems(CSP)
Machine Learning
Learning to Search
Mixtures of Heuristics

Problem Solving and Machine Learning Laboratory

Teaching

•Introduction to Computing (CSCI 120)

 

Publications

Petrovic, S. and S. L. Epstein (to appear in April 2008 special issue). Random Subsets Support Learning a Mixture of Heuristics. International Journal on Artificial Intelligence Tools (IJAIT).

Petrovic, S., S. L. Epstein and R. J. Wallace (2007). Learning a Mixture of Search Heuristics. Workshop on Autonomous Search, Principles and Practice of Constraint Programming CP-07, Providence, Rhode Island.

Epstein, S. L. and S. Petrovic (2007). Learning to Solve Constraint Problems. Workshop on AI Planning and Learning, International Conference on Automated Planning and Scheduling, ICAPS-07, Providence, Rhode Island.

Petrovic, S. and S. L. Epstein (2007). Preferences Improve Learning to Solve Constraint Problems. Workshop on Preference for Artificial Intelligence, AAAI-07 pp. 71-78, Vancouver, British Columbia, Canada.

Petrovic, S. and S. L. Epstein (2007). Random Subsets Support Learning a Mixture of Heuristics. In Proceedings of 20th International FLAIRS Conference, pp. 616-621, Key West, Florida.

Petrovic, S. and S. L. Epstein (2006). Relative Support Weight Learning for Constraint Solving. Workshop on Learning for Search, AAAI-06, pp. 115-122, Boston, Massachusetts.

Petrovic, S. and S. L. Epstein (2006). Full Restart Speeds Learning. In Proceedings of the 19th International FLAIRS Conference, Melbourne Beach, Florida.

Last Updated 11/2007