Journal:

  • A computable plug-in estimator of minimum volume sets for novelty detection (paper)
    Park, C., Huang, J.Z. and Ding, Y. (2010)
    Operations Research, vol 58, no 5, pages 1469-1480.
  • Aggressive data reduction for damage detection in structural health monitoring (paper)
    Park, C., Tang, J. and Ding, Y. (2010)
    Structural Health Monitoring, vol 9, no 1, pages 59-74.
  • Nanoparticle shape evolution identified through multivariate statistics (paper)
    Huitink, D., Kundu, S., Park, C., Mallick, B., Huang, J.Z., Liang, H. (2010)
    Journal of Physical Chemistry A, vol 114, no 17, pages 5596-5600.
  • Domain decomposition for fast Gaussian process regression of large spatial datasets (paper)
    Park, C., Huang, J.Z. and Ding, Y. (2011)
    Journal of Machine Learning Research, vol 12, pages 1697-1728.
  • A Multi-stage, semi-automated procedure for analyzing the morphology of nanoparticles (paper)
    Park, C., Huang, J.Z., Huitink, D., Kundu, S., Mallick, B., Liang, H. and Ding, Y. (2012)
    IIE Transactions special issue on nanomanufacturing, vol 44, no 7, pages 507-522.
  • GPLP: A local and parallel computation tool box for Gaussian process regression (paper)
    Park, C., Huang, J.Z., and Ding, Y. (2012)
    Journal of Machine Learning Research (open-source software section), vol 13, pages 775-779.
  • Segmenting, inference and classification of partially overlapping nanoparticles (preprint)
    Park, C., Huang, J.Z., Ji, J. and Ding, Y. (2012)
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Accepted.

Submitted:

  • Estimating multiple pathways of object growth using non-longitudinal image data, Park, C. (2012), Submitted.
  • Multimode geometric profile monitoring with correlated image data and its application to nanoparticle self-assembly processes, Park, C. and Shrivastava, A. (2012), Submitted.

Conference Proceeding:

  • A Study on the Application of BPM Systems for Implementation of RosettaNet Based e-Logistics
    Ji, Y. G., Park, C. and Kim, M. (2006)
    Lecture Notes in Computer Science, Vol. 3938, 697--706.
  • Dynamic Data-Driven Fault Diagnosis of Wind Turbine Systems
    Ding, Y., Byon, E, Park, C., Tang, J., Lu, Y. and Wang, X. (2007)
    Lecture Note in Computer Science, Vol. 4487, 1197-1204.
  • Collaborative Data Reduction for Energy Efficient Sensor Networks
    Park, C., Ding, Y. and Byon, E. (2008)
    The 4th Annual IEEE Conference on Automation Science and Engineering, 442--447 (Best Student Paper Award).