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SHERLOCK @ UCI:  Entity Resolution and Data Quality Project at UC Irvine.

Publications

  1. Progressive Approach to Relational Entity Resolution.
    Yasser Altowim, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In PVLDB, 7(11) Sep 1-5, 2014.
    [Download Paper] [Download Slides]

  2. Context Assisted Face Clustering Framework with Human-in-the-Loop.
    Liyan Zhnag, Dmitri V. Kalashnikov, Sharad Mehrotra
    In International Journal of Multimedia Information Retrieval (IJMIR), Springer, 2014
    [Download Paper]

  3. Efficient Summarization Framework for Multi-Attribute Uncertain Data.
    Jie Xu, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In Proc. of ACM SIGMOD Int'l Conf. on Management of Data (ACM SIGMOD), June 22-27, 2014.
    [Download Paper] [Download Slides]

  4. Query Aware Determinization of Uncertain Objects.
    Jie Xu, Dmitri V. Kalashnikov, Sharad Mehrotra
    In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2014
    [Download Paper]

  5. Query-driven approach to entity resolution.
    Hotham Altwaijry, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In Proc. of International Conference on Very Large Data Bases (VLDB 2013), Aug 26-30, 2013.
    [Download Paper] [Download Slides]

  6. Context-based Person Identification Framework for Smart Video Surveillance.
    Liyan Zhang, Dmitri V. Kalashnikov, Sharad Mehrotra, Ronen Vaisenberg
    In Machine Vision and Applications (MVA), 2013
    [Download Paper]

  7. Super-EGO: Fast Multi-Dimensional Similarity Join.
    Dmitri V. Kalashnikov
    In The International Journal on Very Large Data Bases (VLDB Journal), 4(2):561–585, 2013
    [Download Paper] [Code]

  8. A Unified Framework for Context Assisted Face Clustering.
    Liyan Zhang, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In ACM International Conference on Multimedia Retrieval (ACM ICMR 2013), Apr 16-19, 2013.
    (Best Paper Award)
    [Download Paper] [Download Slides]

  9. Adaptive connection strength models for relationship-based entity resolution.
    Rabia Nuray-Turan, Dmitri V. Kalashnikov, and Sharad Mehrotra
    In ACM Journal of Data and Information Quality (ACM JDIQ), 2013
    [Download Paper]

  10. Exploiting web querying for web people search.
    Rabia Nuray-Turan, Dmitri V. Kalashnikov, and Sharad Mehrotra
    In ACM Transactions on Database Systems (ACM TODS), 37(1), February 2012
    [Download Paper]

  11. Attribute and Object Selection Queries on Objects with Probabilistic Attributes.
    Rabia Nuray-Turan, Dmitri V. Kalashnikov, Sharad Mehrotra, and Yaming Yu.
    In ACM Transactions on Database Systems (ACM TODS), 37(1), February 2012
    [Download Paper]

  12. Video Entity Resolution: Applying ER Techniques for Smart Video Surveillance.
    Liyan Zhang, Ronen Vaisenberg, Sharad Mehrotra, and Dmitri V. Kalashnikov.
    In Workshop on Information Quality and Quality of Service for Pervasive Computing (IQ2S 2011) in Conjunction with IEEE PERCOM 2011, invited paper, Mar 21-25, 2011.
    [Download Paper]

  13. Exploiting Context Analysis for Combining Multiple Entity Resolution Systems.
    Zhaoqi Stella Chen, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In Proc. of ACM SIGMOD Int'l Conf. on Management of Data (ACM SIGMOD), June 29-July 2, 2009.
    [Download Paper]

  14. Exploiting Web querying for Web People Search in WePS2.
    Rabia Nuray-Turan, Zhaoqi Chen, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In 2nd Web People Search Evaluation Workshop (WePS 2009), 18th WWW Conference, April, 2009.
    [Download Paper]

  15. WEST: Modern Technologies for Web People Search.
    Dmitri V. Kalashnikov, Zhaoqi Chen, Rabia Nuray-Turan, Sharad Mehrotra, and Zheng Zhang.
    In Proc. of IEEE International Conference on Data Engineering (IEEE ICDE), demo publication, March 29 - April 4, 2009.
    [Download Paper]

  16. Web people search via connection analysis.
    Dmitri V. Kalashnikov, Zhaoqi Chen, Rabia Nuray-Turan, and Sharad Mehrotra.
    In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 20(11), November 2008
    [Download Paper]

  17. Towards breaking the quality curse. A web-querying approach to Web People Search.
    Dmitri V. Kalashnikov, Rabia Nuray-Turan, and Sharad Mehrotra.
    In Annual International ACM SIGIR Conference, July 20-24, 2008.
    [Download Paper]

  18. Adaptive Graphical Approach to Entity Resolution.
    Stella Chen, Dmitri V. Kalashnikov, Sharad Mehrotra.
    In Proc. of ACM IEEE Joint Conference on Digital Libraries (ACM IEEE JCDL), June 17-23, 2007.
    [Download Paper]

  19. Self-tuning in Graph-based Reference Disambiguation.
    Rabia Nuray-Turan, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In Proc. of Int'l Conf. on Database Systems for Advanced Applications (DASFAA), Apr 9-12, 2007.
    [Download Paper]

  20. Disambiguation Algorithm for People Search on the Web.
    Dmitri V. Kalashnikov, Stella Chen, Rabia Nuray, Sharad Mehrotra, and Naveen Ashish.
    In Proc. of IEEE International Conference on Data Engineering (IEEE ICDE), short publication, April 16-20, 2007.
    [Download Paper]

  21. Domain-independent data cleaning via analysis of entity-relationship graph.
    Dmitri V. Kalashnikov and Sharad Mehrotra
    In ACM Transactions on Database Systems (ACM TODS), June 2006
    [Download Paper] [Code]

  22. Exploiting relationships for object consolidation.
    Zhaoqi Chen, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In Proc. of International ACM SIGMOD Workshop on Information Quality in Information Systems (ACM IQIS), June 13-17, 2005.
    [Download Paper]

  23. Exploiting relationships for domain-independent data cleaning.
    Dmitri V. Kalashnikov, Sharad Mehrotra, and Zhaoqi Chen.
    In Proc. of SIAM International Conference on Data Mining (SIAM Data Mining), April 21--23, 2005.
    [Download Paper] [Code]

  24. Efficient Record Linkage in Large Data Sets.
    Liang Jin, Chen Li, and Sharad Mehtrotra.
    In Proc. of DASFAA Conference, 2003.
    (DASFAA 10-year Best Paper Award)



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