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Evaluating Probabilistic Queries over Imprecise Data (2003)  (Make Corrections)  (22 citations)
Reynold Cheng, Dmitri V. Kalashnikov, Sunil Prabhakar



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Abstract: Many applications employ sensors for monitoring entities such as temperature and wind speed. A centralized database tracks these entities to enable query processing. Due to continuous changes in these values and limited resources (e.g., network bandwidth and battery power), it is often infeasible to store the exact values at all times. A similar situation exists for moving object environments that track the constantly changing locations of objects. In this environment, it is possible for... (Update)

Cited by:   More
Bandwidth-Constrained Queries in Sensor Networks - Deligiannakis, Kotidis..   (Correct)
Hierarchical In-Network Data Aggregation with Quality.. - Antonios Deligiannakis..   (Correct)
Compressing Historical Information in Sensor Networks - Antonios Deligiannakis Adeli (2004)   (Correct)

Active bibliography (related documents):   More   All
1.4:   Efficient Querying of Constantly Evolving Data - Kalashnikov (2003)   (Correct)
0.9:   Evaluating Probabilistic Queries over Imprecise Data - Cheng, Kalashnikov, Prabhakar (2003)   (Correct)
0.4:   Adaptive Stream Filters for Entity-based Queries with .. - Cheng, Kao.. (2005)   (Correct)

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0.9:   Querying Imprecise Data in Moving Object Environments - Cheng, Kalashnikov, Prabhakar (2002)   (Correct)
0.6:   Similarity Join for Low- and High-Dimensional Data - Kalashnikov, Prabhakar (2002)   (Correct)
0.3:   Query Indexing and Velocity Constrained Indexing.. - Prabhakar, Xia.. (2002)   (Correct)

Related documents from co-citation:   More   All
12:   The design of an acquisitional query processor for sensor networks - Madden, Franklin et al. - 2002
11:   Approximate aggregation techniques for sensor databases (context) - Considine, Li et al. - 2004
11:   Adaptive Precision Setting for Cached Approximate Values - Olston, Loo et al. - 2001

BibTeX entry:   (Update)

R. Cheng, D. V. Kalashnikov, and S. Prabhakar. Evaluating Probabilistic Queries over Imprecise Data. In Proceedings of ACM SIGMOD Conference, 2003. http://citeseer.ist.psu.edu/cheng03evaluating.html   More

@misc{ cheng03evaluating,
  author = "R. Cheng and D. Kalashnikov and S. Prabhakar",
  title = "Evaluating Probabilistic Queries over Imprecise Data",
  text = "R. Cheng, D. V. Kalashnikov, and S. Prabhakar. Evaluating Probabilistic
    Queries over Imprecise Data. In Proceedings of ACM SIGMOD Conference, 2003.",
  year = "2003",
  url = "citeseer.ist.psu.edu/cheng03evaluating.html" }
Citations (may not include all citations):
1447   The Mathematical Theory of Communication (context) - Shannon - 1949
111   New sampling-based summary statistics for improving approxim.. - Gibbons, Matias - 1998
56   Updating and querying databases that track mobile units - Wolfson, Sistla et al. - 1999
45   Adaptive precision setting for cached approximate values - Olston, Loo et al. - 2001
43   Join synopses for approximate query answering - Acharya, Gibbons et al. - 1999
24   Query indexing and velocity constrained indexing: Scalable t.. - Prabhakar, Xia et al. - 2002
22   Evaluating probabilistic queries over imprecise data - Cheng, Kalashnikov et al. - 2002
19   Fast approximate query answering using precomputed statistic.. (context) - Poosala, Ganti - 1999
17   Querying the uncertain position of moving objects - Sistla, Wolfson et al. - 1998
13   On computing functions with uncertainty - Khanna, Tan - 2001
12   ering a precision-performance tradeo# for aggregation querie.. (context) - Olston, Widom - 2000
12   Querying the trajectories of on-line mobile objects (context) - Pfoser, Jensen - 2001
9   Querying imprecise data in moving object environments - Cheng, Prabhakar et al. - 2003
8   ort cache synchronization with source cooperation (context) - Olston, Widom - 2002
4   cient evaluation of continuous range queries on moving objec.. (context) - Kalashnikov, Prabhakar et al. - 2002
4   Producing approximate answers to set- and single-valued quer.. (context) - Vrbsky, Liu - 1994



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