On the average number of maxima in a set of vectors
Information Processing Letters
Fast linear expected-time alogorithms for computing maxima and convex hulls
SODA '90 Proceedings of the first annual ACM-SIAM symposium on Discrete algorithms
On Finding the Maxima of a Set of Vectors
Journal of the ACM (JACM)
On the Average Number of Maxima in a Set of Vectors and Applications
Journal of the ACM (JACM)
Querying with Intrinsic Preferences
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Proceedings of the 17th International Conference on Data Engineering
Efficient Progressive Skyline Computation
Proceedings of the 27th International Conference on Very Large Data Bases
Indexing for progressive skyline computation
Data & Knowledge Engineering
An optimal and progressive algorithm for skyline queries
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Shooting stars in the sky: an online algorithm for skyline queries
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Multi-objective query processing for database systems
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Efficient computation of the skyline cube
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Refreshing the sky: the compressed skycube with efficient support for frequent updates
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Finding k-dominant skylines in high dimensional space
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Relaxing join and selection queries
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Algorithms and analyses for maximal vector computation
The VLDB Journal — The International Journal on Very Large Data Bases
SaLSa: computing the skyline without scanning the whole sky
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Processing relaxed skylines in PDMS using distributed data summaries
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Towards multidimensional subspace skyline analysis
ACM Transactions on Database Systems (TODS)
Semantic optimization techniques for preference queries
Information Systems
A calculator for Pareto points
Proceedings of the conference on Design, automation and test in Europe
Efficient Skyline and Top-k Retrieval in Subspaces
IEEE Transactions on Knowledge and Data Engineering
Supporting personalized top-k skyline queries using partial compressed skycube
Proceedings of the 9th annual ACM international workshop on Web information and data management
Probabilistic skylines on uncertain data
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Efficient skyline computation over low-cardinality domains
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Approaching the skyline in Z order
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Efficient processing of top-k dominating queries on multi-dimensional data
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Categorical skylines for streaming data
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Efficient sort-based skyline evaluation
ACM Transactions on Database Systems (TODS)
Optimal Preference Elicitation for Skyline Queries over Categorical Domains
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Efficient skyline querying with variable user preferences on nominal attributes
Proceedings of the VLDB Endowment
Personalized top-k skyline queries in high-dimensional space
Information Systems
On domination game analysis for microeconomic data mining
ACM Transactions on Knowledge Discovery from Data (TKDD)
Finding the influence set through skylines
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Efficient skyline retrieval with arbitrary similarity measures
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Skyframe: a framework for skyline query processing in peer-to-peer systems
The VLDB Journal — The International Journal on Very Large Data Bases
Multi-dimensional top-k dominating queries
The VLDB Journal — The International Journal on Very Large Data Bases
Scalable skyline computation using object-based space partitioning
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Minimizing the communication cost for continuous skyline maintenance
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Spatial Skyline Queries: An Efficient Geometric Algorithm
SSTD '09 Proceedings of the 11th International Symposium on Advances in Spatial and Temporal Databases
A Skyline Approach to the Matchmaking Web Service
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
SkyTree: scalable skyline computation for sensor data
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data
Workload-Driven Compressed Skycube Queries in Wireless Applications
WASA '09 Proceedings of the 4th International Conference on Wireless Algorithms, Systems, and Applications
Evaluation of skyline algorithms in PostgreSQL
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Skyline queries with constraints: Integrating skyline and traditional query operators
Data & Knowledge Engineering
Reverse skyline search in uncertain databases
ACM Transactions on Database Systems (TODS)
Proceedings of the VLDB Endowment
A fair assignment algorithm for multiple preference queries
Proceedings of the VLDB Endowment
BSkyTree: scalable skyline computation using a balanced pivot selection
Proceedings of the 13th International Conference on Extending Database Technology
Efficient computation of trade-off skylines
Proceedings of the 13th International Conference on Extending Database Technology
Understanding the meaning of a shifted sky: a general framework on extending skyline query
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient skyline query processing in wireless sensor networks
Journal of Parallel and Distributed Computing
Call to order: a hierarchical browsing approach to eliciting users' preference
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Z-SKY: an efficient skyline query processing framework based on Z-order
The VLDB Journal — The International Journal on Very Large Data Bases
Data & Knowledge Engineering
Direction-based spatial skylines
Proceedings of the Ninth ACM International Workshop on Data Engineering for Wireless and Mobile Access
Skyline query processing for uncertain data
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge 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
Continuous probabilistic skyline queries over uncertain data streams
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Identifying interesting instances for probabilistic skylines
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
An efficient skyline framework for matchmaking applications
Journal of Network and Computer Applications
VSkyline: vectorization for efficient skyline computation
ACM SIGMOD Record
Top-k vectorial aggregation queries in a distributed environment
Journal of Parallel and Distributed Computing
Towards progressive and load balancing distributed computation: a case study on skyline analysis
Journal of Computer Science and Technology
Parallel skyline computation on multicore architectures
Information Systems
Preference elicitation in prioritized skyline queries
The VLDB Journal — The International Journal on Very Large Data Bases
Ranking uncertain sky: The probabilistic top-k skyline operator
Information Systems
Efficient parallel skyline processing using hyperplane projections
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Dynamic skylines considering range queries
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
Efficiently evaluating skyline queries on RDF databases
ESWC'11 Proceedings of the 8th extended semantic web conference on The semanic web: research and applications - Volume Part II
A preference query model based on a fusion of local orders
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Caching stars in the sky: a semantic caching approach to accelerate skyline queries
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
MSSQ: manhattan spatial skyline queries
SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases
Multi-objective optimal combination queries
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
Multi-objective optimal combination queries
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
A volume first maxima-finding algorithm
Theoretical Computer Science
Spatial skyline queries: exact and approximation algorithms
Geoinformatica
Direction-based surrounder queries for mobile recommendations
The VLDB Journal — The International Journal on Very Large Data Bases
Information Sciences: an International Journal
Parallelizing skyline queries for scalable distribution
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Probabilistic skylines on uncertain data: model and bounding-pruning-refining methods
Journal of Intelligent Information Systems
Multi-attribute optimization in service selection
World Wide Web
Distributed cache indexing for efficient subspace skyline computation in p2p networks
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
Top-k combinatorial skyline queries
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
An i/o optimal and scalable skyline query algorithm
BNCOD'06 Proceedings of the 23rd British National Conference on Databases, conference on Flexible and Efficient Information Handling
Parallelizing progressive computation for skyline queries in multi-disk environment
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Multi-Source skyline queries processing in multi-dimensional space
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
ACM Transactions on Database Systems (TODS)
Online subspace skyline query processing using the compressed skycube
ACM Transactions on Database Systems (TODS)
On efficient reverse k-skyband query processing
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Proceedings of the 15th International Conference on Database Theory
A survey of skyline processing in highly distributed environments
The VLDB Journal — The International Journal on Very Large Data Bases
Information Sciences: an International Journal
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Evaluating top-k skyline queries over relational databases
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Fuzzy dominance skyline queries
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Proceedings of the 21st ACM international conference on Information and knowledge management
Transactions on Large-Scale Data- and Knowledge-Centered Systems VI
Efficient computation of combinatorial skyline queries
Information Systems
Semi-skyline optimization of constrained skyline queries
ADC '11 Proceedings of the Twenty-Second Australasian Database Conference - Volume 115
Intelligent search in social communities of smartphone users
Distributed and Parallel Databases
Flexible and extensible preference evaluation in database systems
ACM Transactions on Database Systems (TODS)
Probabilistic skyline operator over sliding windows
Information Systems
eSkyline: processing skyline queries over encrypted data
Proceedings of the VLDB Endowment
Skyline queries, front and back
ACM SIGMOD Record
A fast and scalable multidimensional multiple-choice knapsack heuristic
ACM Transactions on Design Automation of Electronic Systems (TODAES) - Special Section on Networks on Chip: Architecture, Tools, and Methodologies
Scalable skyline computation using a balanced pivot selection technique
Information Systems
Monochromatic and bichromatic mutual skyline queries
Expert Systems with Applications: An International Journal
MSSQ: Manhattan Spatial Skyline Queries
Information Systems
On efficient reverse skyline query processing
Expert Systems with Applications: An International Journal
Toward efficient multidimensional subspace skyline computation
The VLDB Journal — The International Journal on Very Large Data Bases
Probabilistic top-K dominating services composition with uncertain QoS
Service Oriented Computing and Applications
Efficiently Producing the K Nearest Neighbors in the Skyline on Vertically Partitioned Tables
International Journal of Information Retrieval Research
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Finding the maximals in a collection of vectors is relevant to many applications. The maximal set is related to the convex hull---and hence, linear optimization---and nearest neighbors. The maximal vector problem has resurfaced with the advent of skyline queries for relational databases and skyline algorithms that are external and relationally well behaved.The initial algorithms proposed for maximals are based on divide-and-conquer. These established good average and worst case asymptotic running times, showing it to be O(n) average-case. where n is the number of vectors. However, they are not amenable to externalizing. We prove, furthermore, that their performance is quite bad with respect to the dimensionality, k, of the problem. We demonstrate that the more recent external skyline algorithms are actually better behaved, although they do not have as good an apparent asymptotic complexity. We introduce a new external algorithm, LESS, that combines the best features of these. experimentally evaluate its effectiveness and improvement over the field, and prove its average-case running time is O(kn).