Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces

Summary: Gives skylines semantic structure via skyline groups and decisive subspaces, explaining cross-subspace membership and enabling roll-up/drill-down analysis. Skyey efficiently computes groups and skyline objects across all subspaces. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: h580fdc6fbd54a1cf
Venue: VLDB
Year: 2005
Pagerank: 8.549962e-05
Overall Rank: 2,367 | 84.14%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Jian Pei (Simon Fraser University)
2. Wen Jin (Simon Fraser University)
3. Martin Ester (Simon Fraser University)
4. Yufei Tao (City University of Hong Kong)

BibTeX Citation

@article{pei_vldb05,
        title = {{Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces}},
        author = {Pei, Jian and Jin, Wen and Ester, Martin and Tao, Yufei},
        journal = {PVLDB},
        series = {{VLDB} '05},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,126	Probabilistic Skylines on Uncertain Data	2007	VLDB	0.00011888563
1,401	Efficient Computation of the Skyline Cube	2005	VLDB	0.0001075604
1,649	Relaxing Join and Selection Queries	2006	VLDB	9.9699016e-05
1,905	Efficient Computation of Reverse Skyline Queries	2007	VLDB	9.3819594e-05
2,499	Efficient Skyline Computation over Low-Cardinality Domains	2007	VLDB	8.3611036e-05
2,904	Efficient Processing of Top-k Dominating Queries on Multi-Dimensional Data	2007	VLDB	7.8723013e-05
3,291	Kernel-Based Skyline Cardinality Estimation	2009	SIGMOD	7.4370263e-05
3,346	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD	7.3804433e-05
4,258	Creating Competitive Products	2009	VLDB	6.683217e-05
5,565	Efficient Skyline Querying with Variable User Preferences on Nominal Attributes	2008	VLDB	6.0652619e-05
7,068	Computing Closed Skycubes	2010	VLDB	5.59253e-05
7,981	Computing Immutable Regions for Subspace Top-k Queries	2013	VLDB	5.3964641e-05
8,836	Finding Pareto Optimal Groups: Group-based Skyline	2015	VLDB	5.2524026e-05
9,407	Efficient and Effective Cardinality Estimation for Skyline Family	2023	SIGMOD	5.1672232e-05
9,538	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB	5.151324e-05
9,578	FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints	2022	VLDB	5.1419143e-05
12,325	Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures	2017	SIGMOD	4.9605343e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
5	Optimal Aggregation Algorithms for Middleware [Extended Abstract]	2001	PODS	0.0010688884
258	Efficient Progressive Skyline Computation	2001	VLDB	0.00022896896
317	Shooting Stars in the Sky: An Online Algorithm for Skyline Queries	2002	VLDB	0.00021232519
640	An Optimal and Progressive Algorithm for Skyline Queries	2003	SIGMOD	0.00015286314
1,401	Efficient Computation of the Skyline Cube	2005	VLDB	0.0001075604
2,712	Finding Intensional Knowledge of Distance-Based Outliers	1999	VLDB	8.0879243e-05
3,472	Quotient Cube: How to Summarize the Semantics of a Data Cube	2002	VLDB	7.2574793e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	5,640	Reconciling Skyline and Ranking Queries	2017	VLDB
2	13,010	On Dominating Your Neighborhood Profitably	2007	VLDB
3	8,836	Finding Pareto Optimal Groups: Group-based Skyline	2015	VLDB
4	6,609	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD
5	9,538	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB
6	7,068	Computing Closed Skycubes	2010	VLDB
7	3,346	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD
8	820	Finding k-Dominant Skylines in High Dimensional Space	2006	SIGMOD
9	5,606	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD
10	1,401	Efficient Computation of the Skyline Cube	2005	VLDB