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Local Dimensionality Reduction Code

  • Here is the code local dimensionality reduction. After downloading it (on a SUN SPARC machine running Solaris), first gunzip it ("gunzip ldr.tar.gz") and then untar it ("tar xvf ldr.tar"). Please read the "readme" first before running the software.

  • For more information, please read the paper on Local Dimensionality Reduction or contact kaushik@ics.uci.edu .

  • Among others, the LDR code is being used by:
    • Jon Guerin of our group for selectivity estimation at high dimensionalities
    • Cathy Blake in the Information Retrieval group here at UCI for text mining
    • OuYang WeiMin at Anhui University, China for research
    • Sheng Heng Tao at National University of Singapore for research