The P2 algorithm for dynamic calculation of quantiles and histograms without storing observations
Communications of the ACM
Equi-depth multidimensional histograms
SIGMOD '88 Proceedings of the 1988 ACM SIGMOD international conference on Management of data
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
On the versatility of parallel sorting by regular sampling
Parallel Computing
Mining quantitative association rules in large relational tables
SIGMOD '96 Proceedings of the 1996 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
Expected time bounds for selection
Communications of the ACM
Parallel sorting on a shared-nothing architecture using probabilistic splitting
PDIS '91 Proceedings of the first international conference on Parallel and distributed information systems
Accurate estimation of the number of tuples satisfying a condition
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Approximate medians and other quantiles in one pass and with limited memory
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
On computing correlated aggregates over continual data streams
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Space-efficient online computation of quantile summaries
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Mining data streams under block evolution
ACM SIGKDD Explorations Newsletter
Parallel Formulations of Decision-Tree Classification Algorithms
Data Mining and Knowledge Discovery
Querying and Clustering Very Large Data Sets Using Dynamic Bucketing Approach
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
An Efficient Parallel Algorithm for High Dimensional Similarity Join
IPPS '98 Proceedings of the 12th. International Parallel Processing Symposium on International Parallel Processing Symposium
Continuously Maintaining Quantile Summaries of the Most Recent N Elements over a Data Stream
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Evaluating holistic aggregators efficiently for very large datasets
The VLDB Journal — The International Journal on Very Large Data Bases
Domain-Driven Data Synopses for Dynamic Quantiles
IEEE Transactions on Knowledge and Data Engineering
How to summarize the universe: dynamic maintenance of quantiles
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Reverse nearest neighbor aggregates over data streams
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
The history of histograms (abridged)
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Handling numeric attributes in hoeffding trees
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Logging every footstep: quantile summaries for the entire history
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
An Ω(1/ε log 1/ε) space lower bound for finding ε-approximate quantiles in a data stream
FAW'10 Proceedings of the 4th international conference on Frontiers in algorithmics
Efficient quantile retrieval on multi-dimensional data
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Evaluating mid-(k, n) queries using b+-tree
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
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