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Dmitri V. Kalashnikov

Associate Adjunct Professor
Department of Computer Science
University of California, Irvine

[dvk@ics.uci.edu] [Contact] [LinkedIn]

Research Interests

  • General Areas
    •     - Databases: focus on applied algorithms for Data Analysis
        - Data mining, information retrieval
  • Specialization
    •     - Entity resolution, data cleaning, data quality
        - Social media analysis, situational awareness
  • Past Interests
    •     - Spatial, moving-object, and probabilistic databases
        - Web people search     		img

    Education

  • PhD, Computer Science, Purdue University, 2003
  • MS/BS, Applied Mathematics and Computer Science, Moscow State University, 1999
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    Research Projects

  • Sherlock@UCI - data cleaning and entity resolution
  • SMART-C - real-time analysis of social media for improving crisis response
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    Software

  • SuperEGO - fast ε-join code
  • RelDC - code for relationship-based entity resolution
  • Grid - fast processing of continuos range queries on moving objects
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    Selected Publications

  • Super-EGO: Fast Multi-Dimensional Similarity Join, in VLDB Journal, 2013 [pdf]
  • Exploiting web querying for web people search, in ACM TODS, 2012 [pdf]
  • Attribute and object selection queries on objects with probabilistic attributes, ACM TODS, 2012 [pdf]
  • Domain-independent data cleaning via analysis of entity-relationship graph, ACM TODS, 2006 [pdf]
  • Other publicationsimg
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    Copyright © 2013 Dmitri V. Kalashnikov. All Rights Reserved.