Probabilistic Skylines on Uncertain Data

By Jian Pei, Bin Jiang, Xuemin Lin, Yidong Yuan. Very Large Data Bases Conference, 2007

536 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/1116713cfb84a70ba143fa7c8d903a58cd54ce08

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Charu C. Aggarwal
2. Philip S. Yu
3. Jian Pei
4. Jiawei Han
5. Ming Hua
6. Xuemin Lin
7. W. Zhang
8. Ravi Jampani

Citations in the corpus

• Ranking queries on uncertain data: a probabilistic threshold approach (2008, methodology): “We consider uncertain data in the possible worlds semantics model [1, 16, 23, 8], which has been extensively adopted by some of the studies on uncertain data processing, such as [26, 4, 21].”
• A Survey of Uncertain Data Algorithms and Applications (2009, methodology): “We refer the reader to the details of how the bounding and refinement are performed to [65].”
• MCDB: a monte carlo approach to managing uncertain data (2008, background): “Of course, it is possible to extend the exact approach to handle broader classes of queries and inference problems, and work in this direction has been abundant [3, 6, 9, 23, 24, 29, 32, 35].”