Statistical profile estimation in database systems
ACM Computing Surveys (CSUR)
Practical selectivity estimation through adaptive sampling
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Sequential sampling procedures for query size estimation
SIGMOD '92 Proceedings of the 1992 ACM SIGMOD international conference on Management of data
Balancing histogram optimality and practicality for query result size estimation
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Improved histograms for selectivity estimation of range predicates
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Elementary Numerical Analysis: An Algorithmic Approach
Elementary Numerical Analysis: An Algorithmic Approach
Accurate estimation of the number of tuples satisfying a condition
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
Simple Random Sampling from Relational Databases
VLDB '86 Proceedings of the 12th International Conference on Very Large Data Bases
Universality of Serial Histograms
VLDB '93 Proceedings of the 19th International Conference on Very Large Data Bases
Selectivity Estimation Without the Attribute Value Independence Assumption
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Substring selectivity estimation
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Multi-dimensional selectivity estimation using compressed histogram information
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
A comparison of selectivity estimators for range queries on metric attributes
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Rectangular tiling in multi-dimensional arrays
Proceedings of the tenth annual ACM-SIAM symposium on Discrete algorithms
Optimal histograms for hierarchical range queries (extended abstract)
PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Selectively estimation for Boolean queries
PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Approximating multi-dimensional aggregate range queries over real attributes
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Space efficient bitmap indexing
Proceedings of the ninth international conference on Information and knowledge management
Optimal and approximate computation of summary statistics for range aggregates
PODS '01 Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
STHoles: a multidimensional workload-aware histogram
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Global optimization of histograms
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
STOC '01 Proceedings of the thirty-third annual ACM symposium on Theory of computing
Fast, small-space algorithms for approximate histogram maintenance
STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
Models and issues in data stream systems
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Fast algorithms for hierarchical range histogram construction
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Maintaining stream statistics over sliding windows: (extended abstract)
SODA '02 Proceedings of the thirteenth annual ACM-SIAM symposium on Discrete algorithms
Dynamic multidimensional histograms
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Fast incremental maintenance of approximate histograms
ACM Transactions on Database Systems (TODS)
RHist: adaptive summarization over continuous data streams
Proceedings of the eleventh international conference on Information and knowledge management
Mining Optimized Gain Rules for Numeric Attributes
IEEE Transactions on Knowledge and Data Engineering
Using histograms to estimate answer sizes for XML queries
Information Systems - Special issue: Best papers from EDBT 2002
Automatic tuning of data synopses
Information Systems - Special issue: Best papers from EDBT 2002
SODA '03 Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms
Estimating Answer Sizes for XML Queries
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
A Framework for the Physical Design Problem for Data Synopses
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
On Rectangular Partitionings in Two Dimensions: Algorithms, Complexity, and Applications
ICDT '99 Proceedings of the 7th International Conference on Database Theory
Approximations in Database Systems
ICDT '03 Proceedings of the 9th International Conference on Database Theory
Multi-Dimensional Substring Selectivity Estimation
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Probabilistic Optimization of Top N Queries
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Combining Histograms and Parametric Curve Fitting for Feedback-Driven Query Result-size Estimation
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Approximate Query Processing: Taming the TeraBytes
Proceedings of the 27th International Conference on Very Large Data Bases
On Linear-Spline Based Histograms
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
Compressed Datacubes for fast OLAP Applications
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
Vmhist: Efficient Multidimensional Histograms with Improved Accuracy
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Histogramming Data Streams with Fast Per-Item Processing
ICALP '02 Proceedings of the 29th International Colloquium on Automata, Languages and Programming
Performance Analysis of Database Systems
Performance Evaluation: Origins and Directions
Hybrid Simultaneous Scheduling and Mapping in SQL Multi-query Parallelization
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
Mining Deviants in a Time Series Database
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
One-dimensional and multi-dimensional substring selectivity estimation
The VLDB Journal — The International Journal on Very Large Data Bases
Managing and analyzing massive data sets with data cubes
Handbook of massive data sets
Utilizing histogram information
CASCON '01 Proceedings of the 2001 conference of the Centre for Advanced Studies on Collaborative research
A multi-dimensional histogram for selectivity estimation and fast approximate query answering
CASCON '03 Proceedings of the 2003 conference of the Centre for Advanced Studies on Collaborative research
Conditional selectivity for statistics on query expressions
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Structure choices for two-dimensional histogram construction
CASCON '04 Proceedings of the 2004 conference of the Centre for Advanced Studies on Collaborative research
Fast range query estimation by N-level tree histograms
Data & Knowledge Engineering
Synopses for query optimization: a space-complexity perspective
PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Approximation algorithms for array partitioning problems
Journal of Algorithms
Selectivity estimators for multidimensional range queries over real attributes
The VLDB Journal — The International Journal on Very Large Data Bases
Towards a robust query optimizer: a principled and practical approach
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
An information theoretic histogram for single dimensional selectivity estimation
Proceedings of the 2005 ACM symposium on Applied computing
Selectivity estimation for fuzzy string predicates in large data sets
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Space efficiency in synopsis construction algorithms
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Using Datacube Aggregates for Approximate Querying and Deviation Detection
IEEE Transactions on Knowledge and Data Engineering
Towards estimating the number of distinct value combinations for a set of attributes
Proceedings of the 14th ACM international conference on Information and knowledge management
The space complexity of pass-efficient algorithms for clustering
SODA '06 Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm
Synopses for query optimization: A space-complexity perspective
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2004
Improving range-sum query evaluation on data cubes via polynomial approximation
Data & Knowledge Engineering
Approximation and streaming algorithms for histogram construction problems
ACM Transactions on Database Systems (TODS)
Summarizing level-two topological relations in large spatial datasets
ACM Transactions on Database Systems (TODS)
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
Compressing probability distributions
Information Processing Letters
Mining web logs to debug distant connectivity problems
Proceedings of the 2006 SIGCOMM workshop on Mining network data
Scalable continuous query processing by tracking hotspots
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Online outlier detection in sensor data using non-parametric models
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Compact histograms for hierarchical identifiers
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
XSKETCH synopses for XML data graphs
ACM Transactions on Database Systems (TODS)
Probabilistic information retrieval approach for ranking of database query results
ACM Transactions on Database Systems (TODS)
A study on workload-aware wavelet synopses for point and range-sum queries
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
Pre-aggregation with probability distributions
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
Error minimization in approximate range aggregates
Data & Knowledge Engineering
Estimating the selectivity of approximate string queries
ACM Transactions on Database Systems (TODS)
Estimating nested selectivity in object-oriented and object-relational databases
Information and Software Technology
A Note on Linear Time Algorithms for Maximum Error Histograms
IEEE Transactions on Knowledge and Data Engineering
Selectivity estimation by batch-query based histogram and parametric method
ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63
A time machine for text search
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Exploiting duality in summarization with deterministic guarantees
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient exploration of large scientific databases
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
MRST: an efficient monitoring technology of summarization on stream data
Journal of Computer Science and Technology
The history of histograms (abridged)
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Robust estimation with sampling and approximate pre-aggregation
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Bloom histogram: path selectivity estimation for XML data with updates
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
REHIST: relative error histogram construction algorithms
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Rk-hist: an r-tree based histogram for multi-dimensional selectivity estimation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Ad-hoc top-k query answering for data streams
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Efficient computation of reverse skyline queries
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Peer-to-peer similarity search in metric spaces
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Fuzzy-based algorithm for color recognition of license plates
Pattern Recognition Letters
Histograms based on the minimum description length principle
The VLDB Journal — The International Journal on Very Large Data Bases
Fast mining of distance-based outliers in high-dimensional datasets
Data Mining and Knowledge Discovery
Categorical skylines for streaming data
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Sampling time-based sliding windows in bounded space
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
DAWN: an efficient framework of DCT for data with error estimation
The VLDB Journal — The International Journal on Very Large Data Bases
Hierarchical synopses with optimal error guarantees
ACM Transactions on Database Systems (TODS)
Enhancing histograms by tree-like bucket indices
The VLDB Journal — The International Journal on Very Large Data Bases
SEPIA: estimating selectivities of approximate string predicates in large Databases
The VLDB Journal — The International Journal on Very Large Data Bases
Wavelet synopsis for hierarchical range queries with workloads
The VLDB Journal — The International Journal on Very Large Data Bases
Compressed hierarchical binary histograms for summarizing multi-dimensional data
Knowledge and Information Systems
A Probabilistic Framework for Building Privacy-Preserving Synopses of Multi-dimensional Data
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Smooth Interpolating Histograms with Error Guarantees
BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge
The VLDB Journal — The International Journal on Very Large Data Bases
A new approach to building histogram for selectivity estimation in query processing optimization
Computers & Mathematics with Applications
The design of a query monitoring system
ACM Transactions on Database Systems (TODS)
Optimal splitters for database partitioning with size bounds
Proceedings of the 12th International Conference on Database Theory
Tight results for clustering and summarizing data streams
Proceedings of the 12th International Conference on Database Theory
Multiplicative synopses for relative-error metrics
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Parsimonious temporal aggregation
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
AMID: Approximation of MultI-measured Data using SVD
Information Sciences: an International Journal
Kernel-based skyline cardinality estimation
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Classification with Unknown Classes
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
Learning from Data Streams: Synopsis and Change Detection
Proceedings of the 2008 conference on STAIRS 2008: Proceedings of the Fourth Starting AI Researchers' Symposium
Input-sensitive scalable continuous join query processing
ACM Transactions on Database Systems (TODS)
GSN '09 Proceedings of the 3rd International Conference on GeoSensor Networks
Enabling OLAP in mobile environments via intelligent data cube compression techniques
Journal of Intelligent Information Systems
Multi-dimensional data density estimation in P2P networks
Distributed and Parallel Databases
Fast and effective histogram construction
Proceedings of the 18th ACM conference on Information and knowledge management
Probabilistic histograms for probabilistic data
Proceedings of the VLDB Endowment
Optimality and scalability in lattice histogram construction
Proceedings of the VLDB Endowment
Consistent histograms in the presence of distinct value counts
Proceedings of the VLDB Endowment
Preventing bad plans by bounding the impact of cardinality estimation errors
Proceedings of the VLDB Endowment
Approximating Points by a Piecewise Linear Function: I
ISAAC '09 Proceedings of the 20th International Symposium on Algorithms and Computation
Approximating Points by a Piecewise Linear Function: II. Dealing with Outliers
ISAAC '09 Proceedings of the 20th International Symposium on Algorithms and Computation
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
Compressing probability distributions
Information Processing Letters
Journal of Intelligent Information Systems
Approximating sliding windows by cyclic tree-like histograms for efficient range queries
Data & Knowledge Engineering
Fast and accurate computation of equi-depth histograms over data streams
Proceedings of the 14th International Conference on Extending Database Technology
The VC-dimension of SQL queries and selectivity estimation through sampling
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Approximation algorithms for speeding up dynamic programming and denoising aCGH data
Journal of Experimental Algorithmics (JEA)
Building wavelet histograms on large data in MapReduce
Proceedings of the VLDB Endowment
An algorithm for high-dimensional traffic data clustering
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Workload-optimal histograms on streams
ESA'05 Proceedings of the 13th annual European conference on Algorithms
Information Sciences: an International Journal
Approximate dynamic programming using halfspace queries and multiscale Monge decomposition
Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete Algorithms
Subquadratic algorithms for workload-aware haar wavelet synopses
FSTTCS '05 Proceedings of the 25th international conference on Foundations of Software Technology and Theoretical Computer Science
Monitoring incremental histogram distribution for change detection in data streams
Sensor-KDD'08 Proceedings of the Second international conference on Knowledge Discovery from Sensor Data
Using data mining technique to enhance tax evasion detection performance
Expert Systems with Applications: An International Journal
Approximating and testing k-histogram distributions in sub-linear time
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
Worst-case optimal join algorithms: [extended abstract]
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
On pre-processing algorithms for data stream
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Parsimonious temporal aggregation
The VLDB Journal — The International Journal on Very Large Data Bases
Synopses for Massive Data: Samples, Histograms, Wavelets, Sketches
Foundations and Trends in Databases
Histograms as statistical estimators for aggregate queries
Information Systems
Sort-based query-adaptive loading of R-trees
Proceedings of the 21st ACM international conference on Information and knowledge management
Differentially private projected histograms: construction and use for prediction
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
A class of R-tree histograms for spatial databases
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Efficiently adapting graphical models for selectivity estimation
The VLDB Journal — The International Journal on Very Large Data Bases
Optimal splitters for temporal and multi-version databases
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Quality and efficiency for kernel density estimates in large data
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Efficient and scalable monitoring and summarization of large probabilistic data
Proceedings of the 2013 Sigmod/PODS Ph.D. symposium on PhD symposium
Entropy-based histograms for selectivity estimation
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Identifying streaming frequent items in ad hoc time windows
Data & Knowledge Engineering
Proceedings of the VLDB Endowment
Data & Knowledge Engineering
Differentially private histogram publication
The VLDB Journal — The International Journal on Very Large Data Bases
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