University of California
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Dmitri V. Kalashnikov

Associate Adjunct Professor
Computer Science, UC Irvine
Also: Visiting Scholar at UCSD

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

Research Interests


  • General Areas
  •     - Databases, data management
        - Applied algorithms for Data Analysis
        - Data mining, information retrieval

  • Specialization
  •     - Entity resolution, data cleaning, data quality
        - Social media analysis, situational awareness
        - Spatial, moving-object, and probabilistic databases
        - Web people search
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    Education

  • PhD, Computer Science, Purdue University, 2003
  • MS, Computer Science, Purdue University, 2001
  • MS/BS, Applied Mathematics and Computer Science, Moscow State University, 1999
  • Research Projects

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

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

  • Copyright © 2003-now Dmitri V. Kalashnikov. All Rights Reserved.