Qiang Zhu



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Publications

  • Thanawin Rakthanmanon, Bilson Campana, Abdullah Mueen, Gustavo Batista, Brandon Westover, Qiang Zhu, Jesin Zakaria, Eamonn Keogh. Searching and mining trillions of time series subsequences under dynamic time warping. In the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2012). Aug 12-16, 2012. Beijing, China.
    Best Paper Award

  • Qiang Zhu, Thanawin Rakthanmanon, Gustavo Batista and Eamonn Keogh. A Novel Approximation to Dynamic Time Warping allows Anytime Clustering of Massive Time Series Datasets. In the 12th SIAM International Conference on Data Mining (SDM 2012). April 26-28, 2012. Anaheim, California, USA. [pdf][project page]

  • Thanawin Rakthanmanon, Qiang Zhu and Eamonn Keogh. Mining Historical Archives for Near-Duplicate Figures. In the 11th IEEE International Conference on Data Mining (ICDM 2011). Dec 11-14, 2011. Vancouver, Canada.
    Acceptance Rate (regular paper): 12.5% (101 out of 806)

  • Brandon Westove, Eamonn Keogh, Abdullah Mueen, Thanawin Rakthanmanon, Qiang Zhu, Sydney Cash. Towards a Universal Dictionary of Intracranial EEG Waveforms. In The 65th Annual Meeting of the American Epilepsy Society December 2 - 6, 2011 in Baltimore, MD.

  • Qiang Zhu and Eamonn Keogh. Mining Historical Manuscripts with Local Color Patches. Knowledge and Information Systems (KAIS 2011).
    Invited as one of the best of ICDM 2010.

  • Qiang Zhu and Eamonn Keogh. Mother Fugger: Mining Historical Manuscripts with Local Color Patches. In the 10th IEEE International Conference on Data Mining (ICDM 2010). Dec 14-17, 2010. Sydney, Australia. [pdf] [slides] [project page]
    Acceptance Rate (regular paper): 9.0% (72 out of 797)
    Best Paper Award Nomination

  • Qiang Zhu, Kanishka Bhaduri, Nikunj Oza, and Ashok Srivastava. Fast and Flexible Multivariate Time Series Subsequence Search. In the 10th IEEE International Conference on Data Mining (ICDM 2010). Dec 14-17, 2010. Sydney, Australia.
    Acceptance Rate (regular paper): 9.0% (72 out of 797)

  • Qiang Zhu, Xiaoyue Wang, Eamonn Keogh and Sang-Hee Lee. An Efficient and Effective Similarity Measure to Enable Data Mining of Petroglyphs. Data Mining and Knowledge Discovery, Volume 23 Issue 1 (2011), Page 91-127.

  • Paul De Ley, Melissa Yoder, Qiang Zhu, Bilson Campana, Irma Tandingan De Ley, Oleksandr Holovachov and Eamonn Keogh. New Experimental Approaches to Simplify Nematode Identification for Studies of Comparative and Evolutionary Biology. Conference on Evolutionary Biology of Caenorhabditis and Other Nematodes. June 5-8, 2010. Cambridge, UK.

  • Abdullah Mueen, Eamonn Keogh, Qiang Zhu, Sydney Cash, Brandon Westover and Nima Bigdely-Shamlo. A Disk-Aware Algorithm for Time Series Motif Discovery. Data Mining and Knowledge Discovery, Volume 22 Issue 1-2 (2011). Page 73-105.

  • Qiang Zhu and Eamonn Keogh. Using CAPTCHAs to Index Cultural Artifacts. In the 9th International Symposium on Intelligent Data Analysis (IDA 2010). May 19-21, 2010. Tucson, Arizona, USA. [pdf] [project page]

  • Qiang Zhu, Xiaoyue Wang, Eamonn Keogh and Sang-Hee Lee. Augmenting the Generalized Hough Transform to Enable the Mining of Petroglyphs. In the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2009). June 28-July 1, 2009. Paris, France. [pdf] [project page]
    Acceptance Rate (full paper): 9.3% (52 out of 561)

  • Qiang Zhu, Xiaoyue Wang, Eamonn Keogh, Sang-Hee Lee and Taryn Rampley. Towards Indexing and Data Mining all the Worlds Rock Art. In the 37th Annual International Conference on Computer Applications and Quantitative Methods in Archeology (CAA 2009). March 22-26, 2009. Williamsburg, Virginia, USA.

  • Abdullah Mueen, Eamonn Keogh, Qiang Zhu, Sydney Cash and Brandon Westover. Exact Discovery of Time Series Motifs. In the 9th SIAM International Conference on Data Mining (SDM 2009). April 30-May 2, 2009. John Ascuaga's Nugget,Sparks, Nevada, USA.