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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
8287
Venue
VLDB
Year
1995
Pagerank
0.00032284058
Overall Rank
227 | 98.43%
DOI
-

Incoming Non-self Citations Over Time

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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 0.0002233798
599 Mining Quantitative Association Rules in Large Relational Tables 1996 SIGMOD 0.00019394214
744 Beyond Market Baskets: Generalizing Association Rules to Correlations 1997 SIGMOD 0.00017333019
767 Explaining differences in multidimensional aggregates 1999 VLDB 0.00016981309
1,000 Intelligent Rollups in Multidimensional OLAP Data 2001 VLDB 0.00014709252
1,137 User-adaptive exploration of multidimensional data 2000 VLDB 0.00013730532
1,626 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD 0.00011094469
2,325 Building Hierarchical Classifiers Using Class Proximity 1999 VLDB 9.0304462e-05
3,822 Association Rules over Interval Data 1997 SIGMOD 6.7263391e-05
3,871 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.6794637e-05
4,175 Scalable Parallel Data Mining for Association Rules 1997 SIGMOD 6.3851209e-05
4,643 Algorithms for Mining Association Rules for Binary Segmentations of Huge Categorical Databases 1998 VLDB 6.0261932e-05
4,919 Optimization of Constrained Frequent Set Queries with 2-variable Constraints 1999 SIGMOD 5.8256934e-05
5,020 Efficient Construction of Regression Trees with Range and Region Splitting 1997 VLDB 5.7552641e-05
5,276 The 3W Model and Algebra for Unified Data Mining 2000 VLDB 5.5905507e-05
6,782 On the Discovery of Interesting Patterns in Association Rules 1998 VLDB 4.9272477e-05
6,805 Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining 1998 VLDB 4.9222308e-05
6,967 FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows 2006 VLDB 4.8803582e-05
8,408 PARAS: A Parameter Space Framework for Online Association Mining 2013 VLDB 4.5211041e-05
8,930 Privacy Preservation by Disassociation 2012 VLDB 4.427232e-05
12,153 Mining Flipping Correlations from Large Datasets with Taxonomies 2012 VLDB 4.1945683e-05
12,689 Mining Frequent Itemsets Using Support Constraints 2000 VLDB 4.1945683e-05
12,732 A Data Mining Application: Customer Retention at the Port of Singapore Authority (PSA) 1998 SIGMOD 4.1945683e-05
12,769 GeoMiner: A System Prototype for Spatial Data Mining 1997 SIGMOD 4.1945683e-05
14,023 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 0.0010864752
25 Dependency Inference (Extended Abstract) 1987 VLDB 0.00083101742
36 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00076161096
117 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.00045896865
1,194 Loading Data into Description Reasoners 1993 SIGMOD 0.00013414765
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
14,023 DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases 1996 SIGMOD -
599 Mining Quantitative Association Rules in Large Relational Tables 1996 SIGMOD 0.00019394214
36 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00076161096
1,626 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD 0.00011094469
403 Mining Generalized Association Rules 1995 VLDB 0.00024148455
117 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.00045896865
473 Sampling Large Databases for Association Rules 1996 VLDB 0.0002233798
3,871 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.6794637e-05
13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD 0.0010864752
547 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB 0.00020420717