Nearest Neighbor Searching Under Uncertainty II
Summary: Nearest-neighbor search for points with probabilistic locations (PDFs); introduces efficient algorithms to enumerate all points with nonzero NN probability and to estimate each point’s NN probability within a specified additive error. Also gives methods to return the maximum-probability NN or all points above a threshold, with experimental validation. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Pankaj K. Agarwal
- 2. Boris Aronov
- 3. Sariel Har-Peled
- 4. Jeff M. Phillips
- 5. Ke Yi
- 6. Wuzhou Zhang
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,308 | Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates | 2015 | SIGMOD | 4.3571035e-05 |
| 9,761 | Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations | 2025 | PODS | 4.2856106e-05 |
| 11,824 | Range-Max Queries on Uncertain Data | 2016 | PODS | 4.1945683e-05 |
| 11,905 | Supporting Data Uncertainty in Array Databases | 2015 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,542 | Efficient Search for the Top-k Probable Nearest Neighbors in Uncertain Databases | 2008 | VLDB | 0.00011456321 |
| 4,724 | Nearest-Neighbor Searching Under Uncertainty | 2012 | PODS | 5.9697823e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,536 | Data Series Progressive Similarity Search with Probabilistic Quality Guarantees | 2020 | SIGMOD | 6.104642e-05 |
| 9,427 | A Generic Framework for Handling Uncertain Data with Local Correlations | 2011 | VLDB | 4.3441378e-05 |
| 4,090 | Finding Near Neighbors Through Cluster Pruning | 2007 | PODS | 6.4577834e-05 |
| 12,227 | K-Nearest Neighbor Search for Fuzzy Objects | 2010 | SIGMOD | 4.1945683e-05 |
| 5,758 | Top-k Nearest Neighbor Search In Uncertain Data Series | 2015 | VLDB | 5.339397e-05 |
| 1,162 | k-Nearest Neighbors in Uncertain Graphs | 2010 | VLDB | 0.0001358105 |
| 6,946 | Efficient Probabilistic Reverse Nearest Neighbor Query Processing on Uncertain Data | 2011 | VLDB | 4.8909775e-05 |
| 9,358 | Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories | 2014 | VLDB | 4.3510473e-05 |
| 1,542 | Efficient Search for the Top-k Probable Nearest Neighbors in Uncertain Databases | 2008 | VLDB | 0.00011456321 |
| 4,724 | Nearest-Neighbor Searching Under Uncertainty | 2012 | PODS | 5.9697823e-05 |