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Publications of Dmitri V. Kalashnikov

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Journal Publications

  1. ProgressER: Adaptive Progressive Approach to Relational Entity Resolution.
    Yasser Altowim, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In ACM Transactions on Knowledge Discovery from Data (ACM TKDD), 2018
    [Download Paper]

  2. QDA: A Query-Driven Approach to Entity Resolution.
    Hotham Altwaijry, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2017
    [Download Paper]

  3. Query-driven approach to face clustering and tagging.
    Liyan Zhang, Xikui Wang, Dmitri V. Kalashnikov, Sharad Mehrotra, and Deva Ramanan.
    In IEEE Transactions on Image Processing (IEEE TIP), 2016
    [Download Paper]

  4. 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]

  5. 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]

  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), Springer, 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. 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), 4(2), 2013
    [Download Paper]

  9. 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]

  10. 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]

  11. A Semantics-Based Approach for Speech Annotation of Images.
    Dmitri V. Kalashnikov, Sharad Mehrotra, Jie Xu, and Nalini Venkatasubramanian.
    In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 23(9), September 2011
    [Download Paper]

  12. 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]

  13. Towards Managing Uncertain Spatial Information for Situational Awareness Applications.
    Yiming Ma, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 20(10), October 2008
    [Download Paper]

  14. Evaluation of Probabilistic Queries over Imprecise Data in Constantly-Evolving Environments.
    Reynold Cheng, Dmitri V. Kalashnikov, and Sunil Prabhakar.
    In Information Systems, 32(1):104-130, March 2007
    [Download Paper]

  15. Fast similarity join for multi-dimensional data.
    Dmitri V. Kalashnikov and Sunil Prabhakar.
    In Information Systems, 32(1):160-177, March 2007
    [Download Paper]

  16. Domain-independent data cleaning via analysis of entity-relationship graph.
    Dmitri V. Kalashnikov and Sharad Mehrotra.
    In ACM Transactions on Database Systems (ACM TODS), 31(2):716-767, June 2006
    [Download Paper] [Code]

  17. Querying imprecise data in moving object environments.
    Reynold Cheng, Dmitri V. Kalashnikov, and Sunil Prabhakar.
    In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 16(9):1112-1127, September 2004
    [Download Paper]

  18. Main memory evaluation of monitoring queries over moving objects.
    Dmitri V. Kalashnikov, S. Prabhakar, and S. Hambrusch.
    In Distributed and Parallel Databases, An International Journal (DAPD), 15(2):117-135, March 2004
    [Download Paper] [Code]

  19. QUASAR: Quality Aware Sensing Architecture.
    I. Lazaridis, Q. Han, X. Yu, S. Mehrotra, N. Venkatasubramanian, and Dmitri V. Kalashnikov.
    In ACM SIGMOD Record, 33(1):26-31, March 2004
    [Download Paper]

  20. Query indexing and velocity constrained indexing: Scalable techniques for continuous queries on moving objects.
    S. Prabhakar, Y. Xia, Dmitri V. Kalashnikov, W. Aref, and S. Hambrusch.
    In IEEE Transactions on Computers, 51(10):1124-1140, October 2002
    [Download Paper]

Book Chapters

  1. Context assisted person identification for images and videos.
    Liyan Zhang, Dmitri V. Kalashnikov, and Sharad Mehrotra.
    In Handbook of Pattern Recognition and Computer Vision, World Scientific, 2016
    Editor: C. H. Chen.
    [Download Paper]

  2. Query Indexing and Velocity Constrained Indexing.
    Sunil Prabhakar, Dmitri V. Kalashnikov, and Yuni Xia.
    In Encyclopedia of GIS, Springer Science, 2008
    Editors: Shashi Shekhar and Hui Xiong.
    [Download Paper]

  3. Situational Awareness Technologies for Disaster Response.
    Naveen Ashish, Dmitri V. Kalashnikov, Sharad Mehrotra, Nalini Venkatasubramanian, Ron Eguchi, Rajesh Hegde, and Padhraic Smyth.
    In Terrorism Informatics: Knowledge Management and Data Mining for Homeland Security, Springer, December 2007
    Editors: H. Chen, E. Reid, J. Sinai, A. Silke, and B. Ganoz.
    [Download Paper]

Full Conference Publications

  1. QuERy: A Framework for Integrating Entity Resolution with Query Processing.
    Hotham Altwaijry, Sharad Mehrotra, and Dmitri V. Kalashnikov.
    In Proc. of International Conference on Very Large Data Bases (PVLDB), 9(3), 2016.
    [Download Paper] [Download Slides]

  2. 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]

  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-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]

  5. 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]

  6. Efficient and scalable multi-geography route planning.
    Vidhya Balasubramanian, Dmitri V. Kalashnikov, Sharad Mehrotra, and Nalini Venkatasubramanian.
    In International Conference on Extending Database Technology (EDBT 2010), Mar 22-26, 2010.
    [Download Paper]

  7. 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]

  8. 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]

  9. 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]

  10. 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]

  11. Index for Fast Retrieval of Uncertain Spatial Point Data.
    Dmitri V. Kalashnikov, Yiming Ma, Sharad Mehrotra, and Ram Hariharan.
    In Proc. of Int'l Symposium on Advances in Geographic Information Systems (ACM GIS), Nov 10-11, 2006.
    [Download Paper]

  12. Modeling and Querying Uncertain Spatial Information for Situational Awareness Applications.
    Dmitri V. Kalashnikov, Yiming Ma, Sharad Mehrotra, and Ram Hariharan.
    In Proc. of Int'l Symposium on Advances in Geographic Information Systems (ACM GIS), Nov 10-11, 2006.
    [Download Paper]

  13. 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]

  14. Project RESCUE: challenges in responding to the unexpected.
    Sharad Mehrotra, C. Butts, Dmitri V. Kalashnikov, Nalini Venkatasubramanian, Ramesh Rao, et al.
    In SPIE, Vol. 5304, pp. 179-192, Jan 2004
    [Download Paper]

  15. Evaluating probabilistic queries over imprecise data.
    Reynold Cheng, Dmitri V. Kalashnikov, and Sunil Prabhakar.
    In Proc. of ACM SIGMOD Int'l Conf. on Management of Data (ACM SIGMOD), June 9-12, 2003.
    [Download Paper]

  16. Similarity join for low- and high- dimensional data.
    Dmitri V. Kalashnikov and Sunil Prabhakar.
    In Proc. of Int'l Conf. on Database Systems for Advanced Applications (DASFAA), IEEE CS Press, Mar 26-28, 2003.
    [Download Paper]

  17. Efficient evaluation of continuous range queries on moving objects.
    Dmitri V. Kalashnikov, Sunil Prabhakar, Susanne Hambrusch, and Walid Aref.
    In Proc. of Int'l Conf. on Database and Expert Systems Applications (DEXA), Sep 2-6, 2002.
    [Download Paper] [Code]

  18. Issues and evaluations of caching solutions for web application acceleration.
    W.-S. Li, W.-P. Hsiung, D.V. Kalashnikov, R. Sion, O. Po, D. Agrawal, and K.S. Candan.
    In Proc. of Int'l Conf. on Very Large Data Bases (VLDB), Aug 20-23, 2002.
    NEC CachePortal system won Best of CeBIT award in category Enterprise Platform Software, 5/2004.
    [Download Paper]

Other Publications

  1. 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]

  2. Speech-based situational awareness for crisis response.
    Dmitri V. Kalashnikov, Dilek Hakkani-Tur, Gokhan Tur, and Nalini Venkatasubramanian.
    In The U.S. DHS Workshop on Emergency Management: Incident, Resource, and Supply Chain Management (EMWS09), Nov 5-6, 2009.
    [Download Paper]

  3. 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]

  4. 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]

  5. Using Semantics for Speech Annotation of Images.
    Chaitanya Desai, Dmitri V. Kalashnikov, Sharad Mehrotra, and Nalini Venkatasubramanian.
    In Proc. of IEEE International Conference on Data Engineering (IEEE ICDE), short publication, March 29 - April 4, 2009.
    [Download Paper]

  6. On-Demand Information Portals for Disaster Situations.
    Yiming Ma, Dmitri V. Kalashnikov, Sharad Mehrotra, Nalini Venkatasubramanian, Ram Hariharan, Naveen Ashish and Jay Lickfett.
    In Proc. of IEEE International Conference on Intelligence and Security Informatics (IEEE ISI), May 23-24, 2007.
    [Download Paper]

  7. 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]

  8. SAT: Spatial Awareness from Textual input.
    Dmitri V. Kalashnikov, Yiming Ma, Sharad Mehrotra, Ram Hariharan, Nalini Venkatasubramanian, and Naveen Ashish.
    In Proc. of Int'l Conf. on Extending Database Technology (EDBT), demo publication, March 26-30, 2006.
    [Download Paper]

  9. 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]

  10. CAMAS: A Citizen Awareness System for Crisis Mitigation.
    S. Mehrotra, C. Butts, D. Kalashnikov, N. Venkatasubramanian, K. Altintas, et al.
    In Proc. of ACM SIGMOD Int'l Conf. on Management of Data (ACM SIGMOD), demo publication, June 13-18, 2004.
    [Download Paper]

  11. Querying imprecise data in moving object environments.
    Reynold Cheng, Sunil Prabhakar, and Dmitri V. Kalashnikov.
    In Proc. of IEEE Int'l Conf. on Data Engineering (IEEE ICDE), Mar 5-8, 2003.
    [Download Paper]

  12. Instruction scheduling for pipelined RISC machines.
    I. Mashechkin, D. Kalashnikov, A. Terekhin, and M. Petrovsky.
    UKRPROG'98 International Conference, Kiev, Ukraine, Jul 1998.
    [Download Paper]

  13. An instruction scheduling algorithm for pipelined RISC architectures.
    D. Kalashnikov, I. Mashechkin, M. Petrovsky, and A. Terekhin.
    Lomonosov's Readings Conference, Moscow, Russia, Apr 1998.
    [Download Paper]
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