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Discovery of Multiple-Level Association Rules from Large Databases

Summary: Introduces top-down progressive deepening to mine association rules across multiple concept levels, yielding more specific knowledge than single-level mining. Evaluates algorithmic variants that share intermediate results and supports relaxed “level-crossing” rules. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
8478
Venue
VLDB
Year
1995
Pagerank
0.00018124452
Overall Rank
456 | 96.88%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{han_vldb95,
        title = {{Discovery of Multiple-Level Association Rules from Large Databases}},
        author = {Han, Jiawei and Fu, Yongjian},
        journal = {PVLDB},
        series = {{VLDB} '95},
        volume = {21},
        pages = {420--431},
        year = {1995}
}

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
462 Sampling Large Databases for Association Rules 1996 VLDB 0.00018065337
606 Mining Quantitative Association Rules in Large Relational Tables 1996 SIGMOD 0.00015804851
700 Explaining differences in multidimensional aggregates 1999 VLDB 0.00014871032
711 Beyond Market Baskets: Generalizing Association Rules to Correlations 1997 SIGMOD 0.00014713746
915 Intelligent Rollups in Multidimensional OLAP Data 2001 VLDB 0.00013243386
965 User-adaptive exploration of multidimensional data 2000 VLDB 0.00012933878
1,535 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD 0.00010463058
4,154 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.8670958e-05
4,545 Association Rules over Interval Data 1997 SIGMOD 6.6382392e-05
4,640 Scalable Parallel Data Mining for Association Rules 1997 SIGMOD 6.5917463e-05
4,858 Building Hierarchical Classifiers Using Class Proximity 1999 VLDB 6.4751031e-05
4,969 Optimization of Constrained Frequent Set Queries with 2-variable Constraints 1999 SIGMOD 6.4201643e-05
5,034 Algorithms for Mining Association Rules for Binary Segmentations of Huge Categorical Databases 1998 VLDB 6.3930337e-05
5,895 The 3W Model and Algebra for Unified Data Mining 2000 VLDB 6.0486927e-05
6,280 Efficient Construction of Regression Trees with Range and Region Splitting 1997 VLDB 5.928365e-05
6,689 Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining 1998 VLDB 5.8014872e-05
6,800 FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows 2006 VLDB 5.7700096e-05
7,044 On the Discovery of Interesting Patterns in Association Rules 1998 VLDB 5.7187358e-05
8,656 PARAS: A Parameter Space Framework for Online Association Mining 2013 VLDB 5.3909781e-05
9,086 Privacy Preservation by Disassociation 2012 VLDB 5.3251649e-05
12,349 Mining Flipping Correlations from Large Datasets with Taxonomies 2012 VLDB 5.093636e-05
12,882 Mining Frequent Itemsets Using Support Constraints 2000 VLDB 5.093636e-05
12,925 A Data Mining Application: Customer Retention at the Port of Singapore Authority (PSA) 1998 SIGMOD 5.093636e-05
12,963 GeoMiner: A System Prototype for Spatial Data Mining 1997 SIGMOD 5.093636e-05
14,222 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 0.0006567919
27 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00052255472
203 Dependency Inference 1987 VLDB 0.00025381538
240 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.0002366381
2,612 Loading Data into Description Reasoners 1993 SIGMOD 8.3460356e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 14,222 DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases 1996 SIGMOD
2 606 Mining Quantitative Association Rules in Large Relational Tables 1996 SIGMOD
3 27 Fast Algorithms for Mining Association Rules 1994 VLDB
4 1,535 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD
5 460 Mining Generalized Association Rules 1995 VLDB
6 240 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD
7 462 Sampling Large Databases for Association Rules 1996 VLDB
8 4,154 A New SQL-like Operator for Mining Association Rules 1996 VLDB
9 13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD
10 558 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB