Data Mining:

  1. "Efficient Clustering Algorithms for massive, distributed and streaming data", Master's Thesis (PDF)   Presentation (PPT)

  2. "Fast and Exact Out-of-Core K-Means Clustering",
    IEEE International Conference of Data Mining, 2004.
    Complete Paper (PDF)

  3. "Fast and Exact Out-of-core and Distributed K-Means Clustering",
    Knowledge and Information Systems Journal, October, 2005,
    Complete Paper (PDF)

  4. "Accurate One Pass Decision Tree Construction",
    OSU Technical Report,
    Complete Paper (PDF)

Shape  Matching
   1.     "Identification of Partially Visible Variable Shape Class", Masters Thesis at
           Indian Institute of Technology, Kanpur .    Abstract Complete Thesis (PS) .

   2. "Modeling and Recognition of Planar Shape Classes" Proceedings of
International  Conference on Advances in Pattern Recognition and Digital Technology,
Indian Statistical Institute
,
Calcutta, India, December 27-29, 1999.
 
Full Paper (PS).

  3.  "Maximal Arc-length Matching at Multiple Thresholds (MALT) for Variational Shape Recognition."  Proceedings of  Indian Conference on Computer Vision, Graphics and Image Processing, December 20-22, 2000, Bangalore, India.   Full Paper (PS).

Computer Vision and Image Processing:

  1.      American Sign Language Recognition,  Unpublished Work,  Description and Report.
  2.      Color Edge Detection. Complete Report.
  3.      Shape Similarity Using Procrustes Distance. Complete Report


 Other Projects:

  1.             A Review on Time Series Indexing Technique.  Complete Paper (PDF) .
  2.             Out of Core High Dimensional K Nearest Neighbour. Paper.
  3.             Bump Mapping. Description and Result .
  4.             Volume Rendering.  Description and Result .
  5.             Volume Deformation Using Skeleton Extraction. Report and Result.
  6.              Compiler based Power Optimization Techniques. Description.
  7.               A survey on Testing Polymorphic Classes in Object Oriented Program. Report.
  8.               A survey on Type Safety under Dynamic Linking in Java: A critical Hallmark in Mobile Code Security. Report.