Finding Pareto Optimal Groups: Group-based Skyline
Summary: Generalizes skyline to group Pareto-optimality for k-point groups. Builds a directed skyline graph on the first k layers; proposes two pruning heuristics: point-wise and unit-group-wise, for scalable G-Skyline, validated on NBA and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jinfei Liu
- 2. Li Xiong
- 3. Jian Pei
- 4. Jun Luo
- 5. Haoyu Zhang
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,387 | Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings | 2018 | VLDB | 5.0851965e-05 |
| 11,367 | tau-LevelIndex: Towards Efficient Query Processing in Continuous Preference Space | 2022 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 914 | Finding k-Dominant Skylines in High Dimensional Space | 2006 | SIGMOD | 0.00015387584 |
| 1,179 | Probabilistic Skylines on Uncertain Data | 2007 | VLDB | 0.00013457451 |
| 2,454 | Efficient Computation of Reverse Skyline Queries | 2007 | VLDB | 8.778281e-05 |
| 2,457 | The Spatial Skyline Queries | 2006 | VLDB | 8.769229e-05 |
| 2,696 | Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces | 2005 | VLDB | 8.2814799e-05 |
| 3,632 | Monochromatic and Bichromatic Reverse Skyline Search over Uncertain Databases | 2008 | SIGMOD | 6.9009547e-05 |
| 5,240 | On Finding Skylines in External Memory | 2011 | PODS | 5.6104868e-05 |
| 6,568 | Efficient Parallel Skyline Processing using Hyperplane Projections | 2011 | SIGMOD | 5.0068521e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,479 | On Dominating Your Neighborhood Profitably | 2007 | VLDB | 4.1945683e-05 |
| 4,142 | Approaching the Skyline in Z Order | 2007 | VLDB | 6.4138475e-05 |
| 2,500 | Efficient Skyline Computation over Low-Cardinality Domains | 2007 | VLDB | 8.6457563e-05 |
| 262 | Efficient Progressive Skyline Computation | 2001 | VLDB | 0.00029987552 |
| 6,568 | Efficient Parallel Skyline Processing using Hyperplane Projections | 2011 | SIGMOD | 5.0068521e-05 |
| 1,575 | Efficient Computation of the Skyline Cube | 2005 | VLDB | 0.00011286884 |
| 5,695 | Scalable Skyline Computation Using Object-based Space Partitioning | 2009 | SIGMOD | 5.3681018e-05 |
| 1,179 | Probabilistic Skylines on Uncertain Data | 2007 | VLDB | 0.00013457451 |
| 2,696 | Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces | 2005 | VLDB | 8.2814799e-05 |
| 914 | Finding k-Dominant Skylines in High Dimensional Space | 2006 | SIGMOD | 0.00015387584 |