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: 8.5820096e-05
Overall Rank: 2,357 | 84.16%
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
1,124	Probabilistic Skylines on Uncertain Data	2007	VLDB	0.00011927351
1,394	Efficient Computation of the Skyline Cube	2005	VLDB	0.00010796403
1,643	Relaxing Join and Selection Queries	2006	VLDB	0.00010006399
1,892	Efficient Computation of Reverse Skyline Queries	2007	VLDB	9.4166991e-05
2,491	Efficient Skyline Computation over Low-Cardinality Domains	2007	VLDB	8.3921786e-05
2,893	Efficient Processing of Top-k Dominating Queries on Multi-Dimensional Data	2007	VLDB	7.9019071e-05
3,281	Kernel-Based Skyline Cardinality Estimation	2009	SIGMOD	7.4583561e-05
3,340	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD	7.4080086e-05
4,241	Creating Competitive Products	2009	VLDB	6.7085648e-05
5,548	Efficient Skyline Querying with Variable User Preferences on Nominal Attributes	2008	VLDB	6.0882467e-05
7,046	Computing Closed Skycubes	2010	VLDB	5.6137413e-05
7,961	Computing Immutable Regions for Subspace Top-k Queries	2013	VLDB	5.4167814e-05
8,811	Finding Pareto Optimal Groups: Group-based Skyline	2015	VLDB	5.2723238e-05
9,372	Efficient and Effective Cardinality Estimation for Skyline Family	2023	SIGMOD	5.1868213e-05
9,499	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB	5.1708619e-05
9,543	FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints	2022	VLDB	5.1614165e-05
12,276	Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures	2017	SIGMOD	4.9793485e-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	0.0010679641
256	Efficient Progressive Skyline Computation	2001	VLDB	0.00022981799
313	Shooting Stars in the Sky: An Online Algorithm for Skyline Queries	2002	VLDB	0.00021311041
638	An Optimal and Progressive Algorithm for Skyline Queries	2003	SIGMOD	0.00015338893
1,394	Efficient Computation of the Skyline Cube	2005	VLDB	0.00010796403
2,701	Finding Intensional Knowledge of Distance-Based Outliers	1999	VLDB	8.1185059e-05
3,460	Quotient Cube: How to Summarize the Semantics of a Data Cube	2002	VLDB	7.2845441e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	5,626	Reconciling Skyline and Ranking Queries	2017	VLDB
2	12,962	On Dominating Your Neighborhood Profitably	2007	VLDB
3	8,811	Finding Pareto Optimal Groups: Group-based Skyline	2015	VLDB
4	6,601	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD
5	9,499	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB
6	7,046	Computing Closed Skycubes	2010	VLDB
7	3,340	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD
8	817	Finding k-Dominant Skylines in High Dimensional Space	2006	SIGMOD
9	5,590	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD
10	1,394	Efficient Computation of the Skyline Cube	2005	VLDB