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A Database System For Managing Uncertain Data

 

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  1. Chris Mayfield, Jennifer Neville, Sunil Prabhakar. ERACER: A Database Approach for Statistical Inference and Data Cleaning. Proc. of the ACM International Conference on Management of Data (SIGMOD), Indianapolis, USA, June 2010. [Paper]
  2. Yinian Qi, Rohit Jain, Sarvjeet Singh, Sunil Prabhakar. Threshold Query Optimization for Uncertain Data. Proc. of the ACM International Conference on Management of Data (SIGMOD), Indianapolis, USA, June 2010. [Paper]
  3. Yinian Qi, Sarvjeet Singh, Rahul Shah, Sunil Prabhakar. Indexing Probabilistic Nearest-Neighbor Threshold Queries. Proc. of the Workshop on Management of Uncertain Data (MUD, VLDB), Auckland, New Zealand, August 2008. [Paper]
  4. Sarvjeet Singh, Chris Mayfield, Sagar Mittal, Sunil Prabhakar, Susanne Hambrusch, Rahul Shah. Orion 2.0: Native Support for Uncertain Data. In Proc. of the ACM Special Interest Group on Management of Data (SIGMOD 2008), Vancouver, Canada, June 2008. [Paper]
  5. Sarvjeet Singh, Chris Mayfield, Rahul Shah, Sunil Prabhakar, Susanne Hambrusch, Jennifer Neville and Reynold Cheng. Database Support for Probabilistic Attributes and Tuples. In proceedings of the IEEE International Conference on Data Engineering (ICDE 2008), Cancun, Mexico, April 2008. [Paper]
  6. Sarvjeet Singh, Chris Mayfield, Sunil Prabhakar, Rahul Shah and Susanne Hambrusch. Indexing Uncertain Categorical Data. In IEEE 23rd International Conference on Data Engineering (ICDE 2007), Istanbul, Turkey, April 2007. [Paper]
  7. Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar, Rahul Shah, Jeff Vitter and Yuni Xia. Efficient Join Processing over Uncertain Data. In proceedings of the ACM 15th Conf. on Information and Knowledge Management (ACM CIKM 2006), Arlington, USA, Nov 2006. [Paper]
  8. Reynold Cheng, Sarvjeet Singh and Sunil Prabhakar. U-DBMS: A Database System for Managing Constantly-Evolving Data. Accepted in Very Large Databases Conf. (VLDB 2005 Demo), Trondheim, Norway, Aug 2005. [Paper]
  9. Reynold Cheng and Sunil Prabhakar. Sensors, Uncertainty Models and Probabilistic Queries. Accepted for publication in Encyclopedia of Database Technologies and Applications, edited by L. Rivero, J. Doorn and E. Ferraggine, Idea Group Publishing, 2005. [Chapter]
  10. Reynold Cheng and Sunil Prabhakar. Managing Uncertainty in Sensor Databases. Special Section on Sensor Network Technology and Sensor Data Management, SIGMOD Record, Vol.32, No.4, pp. 41-46, Dec 2003. [Paper]
  11. Reynold Cheng, Dmitri V. Kalashnikov and Sunil Prabhakar. Evaluating Probabilistic Queries over Imprecise Data. In Proc. of the ACM Special Interest Group on Management of Data (ACM SIGMOD 2003), pp. 551-562, June 2003. [Paper]
  12. Yufei Tao, Reynold Cheng, Xiaokui Xiao, WangKay Ngai, Ben Kao and Sunil Prabhakar. Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions. Accepted in Very Large Databases Conf. (VLDB 2005), Trondheim, Norway, Aug 2005. [Paper]
  13. Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah and Jeffrey Scott Vitter. Efficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data. In Very Large Databases Conference (VLDB 2004), pp. 876-887, Toronto, Canada, Sep 2004. [Paper]
  14. Reynold Cheng, Dmitri V. Kalashnikov and Sunil Prabhakar. Querying Imprecise Data in Moving Object Environments. In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), Vol. 16, No. 9, pp. 1112-1127, Sep 2004. [Paper]
  15. Reynold Cheng, Sunil Prabhakar and Dmitri V. Kalashnikov. Querying Imprecise Data in Moving Object Environments. In Proc. of the Intl. Conf. on Data Engineering (IEEE ICDE 2003), pp. 723-725, Bangalore, India, Mar 2003. [Paper]