On the average number of maxima in a set of vectors
Information Processing Letters
The R*-tree: an efficient and robust access method for points and rectangles
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Influence sets based on reverse nearest neighbor queries
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
An Index Structure for Efficient Reverse Nearest Neighbor Queries
Proceedings of the 17th International Conference on Data Engineering
Proceedings of the 17th International Conference on Data Engineering
Optimal Histograms with Quality Guarantees
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
XXL - A Library Approach to Supporting Efficient Implementations of Advanced Database Queries
Proceedings of the 27th International Conference on Very Large Data Bases
An optimal and progressive algorithm for skyline queries
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
High dimensional reverse nearest neighbor queries
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Preference formulas in relational queries
ACM Transactions on Database Systems (TODS)
Approximation algorithms for array partitioning problems
Journal of Algorithms
Efficient computation of the skyline cube
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Catching the best views of skyline: a semantic approach based on decisive subspaces
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Robust Cardinality and Cost Estimation for Skyline Operator
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
SUBSKY: Efficient Computation of Skylines in Subspaces
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
Efficient reverse k-nearest neighbor search in arbitrary metric spaces
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
DADA: a data cube for dominant relationship analysis
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Indexing spatiotemporal archives
The VLDB Journal — The International Journal on Very Large Data Bases
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Constrained subspace skyline computation
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Foundations of preferences in database systems
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Reverse kNN search in arbitrary dimensionality
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Dynamic skyline queries in metric spaces
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Monochromatic and bichromatic reverse skyline search over uncertain databases
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Caching Dynamic Skyline Queries
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Efficient skyline querying with variable user preferences on nominal attributes
Proceedings of the VLDB Endowment
On domination game analysis for microeconomic data mining
ACM Transactions on Knowledge Discovery from Data (TKDD)
Top-k dominating queries in uncertain databases
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Finding the influence set through skylines
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Dominant and K Nearest Probabilistic Skylines
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Computing all skyline probabilities for uncertain data
Proceedings of the twenty-eighth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Minimizing the communication cost for continuous skyline maintenance
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Maintaining the Dominant Representatives on Data Streams
DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Reverse skyline search in uncertain databases
ACM Transactions on Database Systems (TODS)
Efficient and adaptive distributed skyline computation
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Identifying the most influential user preference from an assorted collection
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Continuous skyline monitoring over distributed data streams
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
A generic framework for handling uncertain data with local correlations
Proceedings of the VLDB Endowment
Identifying the most influential data objects with reverse top-k queries
Proceedings of the VLDB Endowment
Efficient RkNN retrieval with arbitrary non-metric similarity measures
Proceedings of the VLDB Endowment
Efficient skyline evaluation over partially ordered domains
Proceedings of the VLDB Endowment
Efficient reverse skyline retrieval with arbitrary non-metric similarity measures
Proceedings of the 14th International Conference on Extending Database Technology
Asymptotically efficient algorithms for skyline probabilities of uncertain data
ACM Transactions on Database Systems (TODS)
A model for preference-driven multimedia adaptation decision-making in the MPEG-21 framework
Multimedia Tools and Applications
Dynamic skylines considering range queries
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
On multi-type reverse nearest neighbor search
Data & Knowledge Engineering
Inverse queries for multidimensional spaces
SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases
Probabilistic skylines on uncertain data: model and bounding-pruning-refining methods
Journal of Intelligent Information Systems
Finding the most desirable skyline objects
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
On efficient reverse k-skyband query processing
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Probabilistic reverse skyline query processing over uncertain data stream
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part II
A survey of skyline processing in highly distributed environments
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient processing of multiple continuous skyline queries over a data stream
Information Sciences: an International Journal
Efficient influence-based processing of market research queries
Proceedings of the 21st ACM international conference on Information and knowledge management
Probabilistic top-k dominating queries in uncertain databases
Information Sciences: an International Journal
A continuous reverse skyline query processing considering the mobility of query objects
IDCS'12 Proceedings of the 5th international conference on Internet and Distributed Computing Systems
Subspace global skyline query processing
Proceedings of the 16th International Conference on Extending Database Technology
From stars to galaxies: skyline queries on aggregate data
Proceedings of the 16th International Conference on Extending Database Technology
Branch-and-bound algorithm for reverse top-k queries
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Spatial inverse query processing
Geoinformatica
Probabilistic k-skyband operator over sliding windows
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Finding skylines for incomplete data
ADC '13 Proceedings of the Twenty-Fourth Australasian Database Conference - Volume 137
Probabilistic skyline operator over sliding windows
Information Systems
Skyline queries, front and back
ACM SIGMOD Record
Parallel computation of skyline and reverse skyline queries using mapreduce
Proceedings of the VLDB Endowment
Monochromatic and bichromatic mutual skyline queries
Expert Systems with Applications: An International Journal
On efficient reverse skyline query processing
Expert Systems with Applications: An International Journal
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In this paper, for the first time, we introduce the concept of Reverse Skyline Queries. At first, we consider for a multidimensional data set P the problem of dynamic skyline queries according to a query point q. This kind of dynamic skyline corresponds to the skyline of a transformed data space where point q becomes the origin and all points of P are represented by their distance vector to q. The reverse skyline query returns the objects whose dynamic skyline contains the query object q. In order to compute the reverse skyline of an arbitrary query point, we first propose a Branch and Bound algorithm (called BBRS), which is an improved customization of the original BBS algorithm. Furthermore, we identify a super set of the reverse skyline that is used to bound the search space while computing the reverse skyline. To further reduce the computational cost of determining if a point belongs to the reverse skyline, we propose an enhanced algorithm (called RSSA) that is based on accurate pre-computed approximations of the skylines. These approximations are used to identify whether a point belongs to the reverse skyline or not. Through extensive experiments with both real-world and synthetic datasets, we show that our algorithms can efficiently support reverse skyline queries. Our enhanced approach improves reversed skyline processing by up to an order of magnitude compared to the algorithm without the usage of pre-computed approximations.