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

Summary: Proposes subspace skyline analysis to capture semantics of skylines, skyline groups, and decisive subspaces. Extends full-space skyline to subspaces with Skyey, computing skyline groups and subspace skylines, enabling multidimensional roll-up/drill-down. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9308
Venue: VLDB
Year: 2005
Pagerank: 8.2814799e-05
Overall Rank: 2,696 | 81.25%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,179	Probabilistic Skylines on Uncertain Data	2007	VLDB	0.00013457451
1,575	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011286884
1,830	Relaxing Join and Selection Queries	2006	VLDB	0.000103862
2,366	Efficient Processing of Top-k Dominating Queries on Multi-Dimensional Data	2007	VLDB	8.9523637e-05
2,454	Efficient Computation of Reverse Skyline Queries	2007	VLDB	8.778281e-05
2,500	Efficient Skyline Computation over Low-Cardinality Domains	2007	VLDB	8.6457563e-05
3,452	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD	7.0821774e-05
3,691	Kernel-Based Skyline Cardinality Estimation	2009	SIGMOD	6.8383587e-05
4,559	Creating Competitive Products	2009	VLDB	6.0857166e-05
5,583	Efficient Skyline Querying with Variable User Preferences on Nominal Attributes	2008	VLDB	5.4237646e-05
7,082	Computing Closed Skycubes	2010	VLDB	4.8404527e-05
7,750	Computing Immutable Regions for Subspace Top-k Queries	2013	VLDB	4.6607023e-05
8,654	Finding Pareto Optimal Groups: Group-based Skyline	2015	VLDB	4.4751356e-05
9,164	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB	4.3849295e-05
9,205	FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints	2022	VLDB	4.3736393e-05
11,190	Efficient and Effective Cardinality Estimation for Skyline Family	2023	SIGMOD	4.1945683e-05
11,773	Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures	2017	SIGMOD	4.1945683e-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
7	Optimal Aggregation Algorithms for Middleware [Extended Abstract]	2001	PODS	0.0015496097
262	Efficient Progressive Skyline Computation	2001	VLDB	0.00029987552
386	Shooting Stars in the Sky: An Online Algorithm for Skyline Queries	2002	VLDB	0.00024768022
749	An Optimal and Progressive Algorithm for Skyline Queries	2003	SIGMOD	0.00017228334
1,575	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011286884
2,822	Finding Intensional Knowledge of Distance-Based Outliers	1999	VLDB	8.0608136e-05
3,590	Quotient Cube: How to Summarize the Semantics of a Data Cube	2002	VLDB	6.9421381e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,091	Reconciling Skyline and Ranking Queries	2017	VLDB	5.214376e-05
12,479	On Dominating Your Neighborhood Profitably	2007	VLDB	4.1945683e-05
8,654	Finding Pareto Optimal Groups: Group-based Skyline	2015	VLDB	4.4751356e-05
6,568	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD	5.0068521e-05
9,164	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB	4.3849295e-05
7,082	Computing Closed Skycubes	2010	VLDB	4.8404527e-05
3,452	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD	7.0821774e-05
914	Finding k-Dominant Skylines in High Dimensional Space	2006	SIGMOD	0.00015387584
5,695	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD	5.3681018e-05
1,575	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011286884