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Discovery of Multiple-Level Association Rules from Large Databases

Summary: Top-down progressive deepening for mining multi-level association rules in large transactions. Variant algorithms share intermediate results and relax level-crossing constraints to uncover specific, cross-level rules; evaluated on diverse datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8288
Venue
VLDB
Year
1995
Pagerank
0.0003226623
Overall Rank
229 | 98.42%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
473 Sampling Large Databases for Association Rules 1996 VLDB 0.00022304724
602 Mining Quantitative Association Rules in Large Relational Tables 1996 SIGMOD 0.00019350521
735 Beyond Market Baskets: Generalizing Association Rules to Correlations 1997 SIGMOD 0.00017417893
762 Explaining differences in multidimensional aggregates 1999 VLDB 0.00016984985
1,001 Intelligent Rollups in Multidimensional OLAP Data 2001 VLDB 0.00014709145
1,137 User-adaptive exploration of multidimensional data 2000 VLDB 0.0001373991
1,609 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD 0.00011166163
2,330 Building Hierarchical Classifiers Using Class Proximity 1999 VLDB 9.0229333e-05
3,817 Association Rules over Interval Data 1997 SIGMOD 6.72838e-05
3,870 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.6763843e-05
4,169 Scalable Parallel Data Mining for Association Rules 1997 SIGMOD 6.3818994e-05
4,528 Algorithms for Mining Association Rules for Binary Segmentations of Huge Categorical Databases 1998 VLDB 6.1063994e-05
4,805 Optimization of Constrained Frequent Set Queries with 2-variable Constraints 1999 SIGMOD 5.9050441e-05
5,280 The 3W Model and Algebra for Unified Data Mining 2000 VLDB 5.5851818e-05
5,418 Efficient Construction of Regression Trees with Range and Region Splitting 1997 VLDB 5.5157712e-05
6,773 On the Discovery of Interesting Patterns in Association Rules 1998 VLDB 4.9255238e-05
6,784 Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining 1998 VLDB 4.9216736e-05
6,973 FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows 2006 VLDB 4.8731033e-05
8,403 PARAS: A Parameter Space Framework for Online Association Mining 2013 VLDB 4.5167664e-05
8,934 Privacy Preservation by Disassociation 2012 VLDB 4.4229886e-05
12,161 Mining Flipping Correlations from Large Datasets with Taxonomies 2012 VLDB 4.1905499e-05
12,698 Mining Frequent Itemsets Using Support Constraints 2000 VLDB 4.1905499e-05
12,741 A Data Mining Application: Customer Retention at the Port of Singapore Authority (PSA) 1998 SIGMOD 4.1905499e-05
12,778 GeoMiner: A System Prototype for Spatial Data Mining 1997 SIGMOD 4.1905499e-05
14,037 DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases 1996 SIGMOD -
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Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD 0.0010863639
25 Dependency Inference (Extended Abstract) 1987 VLDB 0.00083070519
36 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00076114894
117 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.00045914132
1,192 Loading Data into Description Reasoners 1993 SIGMOD 0.00013417415
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
14,037 DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases 1996 SIGMOD -
602 Mining Quantitative Association Rules in Large Relational Tables 1996 SIGMOD 0.00019350521
36 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00076114894
1,609 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD 0.00011166163
404 Mining Generalized Association Rules 1995 VLDB 0.00024159651
117 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.00045914132
473 Sampling Large Databases for Association Rules 1996 VLDB 0.00022304724
3,870 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.6763843e-05
13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD 0.0010863639
546 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB 0.00020410312