Publications
Papers:
- A. Ben-Israel and C. Iyigun, Probabilistic Distance Clustering, Journal of Classification, 2007 (in print). [pdf]
- C. Iyigun and A. Ben-Israel, Probabilistic Distance Clustering with Cluster Size, Probability in Engineering
and Informational Sciences, 2007 (in print). [pdf]
- C. Iyigun and A. Ben-Israel, Contour Approximation of Data: The Dual Problem, Linear Algebra and its
Applications, 2007 (submitted). [pdf]
- C. Iyigun, Probabilistic Distance Clustering; Theory, Algorithm and Applications, Ph.D. Thesis, Rutgers
University Center for Operations Research, Piscataway, NJ, 2007. [pdf]
- K. Ozbay, B. Bartin, C. Iyigun, A Clustering Based Methodology for Determining the Optimal Roadway Configuration of Detectors for Travel Time Estimation, Journal of the Transportation Research Board, 2007 (in print). [pdf]
- B. Bartin, C. Iyigun and K. Ozbay, Determining The Spatial Clusters of Accidents on a Highway Network, Journal of Transportation Research Board, 2007 (submitted). [pdf]
- K. Ozbay, W. Xiao, C. Iyigun and M. Baykal-Gursoy, M. Probabilistic Programming Models for Traffic Incident Management Operations, European Journal of Operational Research, 2006 (submitted). [pdf]
Refereed Book Chapters:
- C. Iyigun and A. Ben-Israel, Probabilistic Distance Clustering, Theory and Applications, in P.M. Pardalos, W.A. Chaovalitwongse (Eds.), Clustering Challenges in Biological Networks, World Scientific, 2007 (in print). [pdf]
- Y-J Fan, C. Iyigun and W. A. Chaovalitwongse, Recent Advances in Optimization Models for Data Mining: Clustering, Feature Selection, and Classification, in P. Hansen, P.M. Pardolos (Eds.), CRM Proceedings & Lecture Notes, American Mathematical Society, 2007 (in print). [pdf]
Work in Progress/ Technical Reports:
- C. Iyigun and A. Ben-Israel, A Generalized Weiszfeld Method for Multifacility Location Problems, to be submitted to Operations Research.
- C. Iyigun and A. Ben-Israel, A New Criterion for Clustering Validity via Contour Approximation of Data, (in preparation).
- C. Iyigun and A. Ben-Israel, Probabilistic Semi-Supervised Clustering, (in preparation).
- K. Ozbay, O. Yanmaz-Tuzel and C. Iyigun, Long-Term Incident Response Vehicle Dispatching Policy Under Probabilistic Environment, (in preparation).
- A. Ben-Israel and C. Iyigun, Probabilistic Distance Clustering, DIMACS Technical Report, Center for Discrete Mathematics &Theoretical Computer Science, Rutgers University, 2006-09. [pdf]
- K. Ozbay, W. Xiao, C. Iyigun, and M. Gursoy-Baykal, Probabilistic Programming Models for Dispatching and Resource Allocation in Traffic Incident Management, ISE Working Paper, Industrial & Systems Engineering, Rutgers University, 2005-025. [pdf]
