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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
hc65d17fab0b627e9
Venue
VLDB
Year
1995
Pagerank
0.00017766906
Overall Rank
467 | 96.87%
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
473 Sampling Large Databases for Association Rules 1996 VLDB 0.00017673931
620 Mining Quantitative Association Rules in Large Relational Tables 1996 SIGMOD 0.00015502611
700 Explaining differences in multidimensional aggregates 1999 VLDB 0.00014681669
731 Beyond Market Baskets: Generalizing Association Rules to Correlations 1997 SIGMOD 0.00014394521
925 Intelligent Rollups in Multidimensional OLAP Data 2001 VLDB 0.00013051939
984 User-adaptive exploration of multidimensional data 2000 VLDB 0.00012686375
1,561 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD 0.00010240418
4,231 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.7147891e-05
4,637 Association Rules over Interval Data 1997 SIGMOD 6.4923571e-05
4,738 Scalable Parallel Data Mining for Association Rules 1997 SIGMOD 6.4442241e-05
4,926 Building Hierarchical Classifiers Using Class Proximity 1999 VLDB 6.3508104e-05
5,084 Optimization of Constrained Frequent Set Queries with 2-variable Constraints 1999 SIGMOD 6.2834723e-05
5,154 Algorithms for Mining Association Rules for Binary Segmentations of Huge Categorical Databases 1998 VLDB 6.2516885e-05
6,020 The 3W Model and Algebra for Unified Data Mining 2000 VLDB 5.9129763e-05
6,405 Efficient Construction of Regression Trees with Range and Region Splitting 1997 VLDB 5.795983e-05
6,824 Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining 1998 VLDB 5.6715478e-05
6,934 FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows 2006 VLDB 5.6405847e-05
7,190 On the Discovery of Interesting Patterns in Association Rules 1998 VLDB 5.5906527e-05
8,817 PARAS: A Parameter Space Framework for Online Association Mining 2013 VLDB 5.2703299e-05
9,260 Privacy Preservation by Disassociation 2012 VLDB 5.2056825e-05
12,640 Mining Flipping Correlations from Large Datasets with Taxonomies 2012 VLDB 4.9793485e-05
13,172 Mining Frequent Itemsets Using Support Constraints 2000 VLDB 4.9793485e-05
13,215 A Data Mining Application: Customer Retention at the Port of Singapore Authority (PSA) 1998 SIGMOD 4.9793485e-05
13,253 GeoMiner: A System Prototype for Spatial Data Mining 1997 SIGMOD 4.9793485e-05
14,533 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 0.00064420972
29 Fast Algorithms for Mining Association Rules 1994 VLDB 0.0005121339
209 Dependency Inference 1987 VLDB 0.00024877096
250 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.00023156569
2,656 Loading Data into Description Reasoners 1993 SIGMOD 8.1695181e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 14,533 DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases 1996 SIGMOD
2 620 Mining Quantitative Association Rules in Large Relational Tables 1996 SIGMOD
3 29 Fast Algorithms for Mining Association Rules 1994 VLDB
4 1,561 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD
5 475 Mining Generalized Association Rules 1995 VLDB
6 250 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD
7 473 Sampling Large Databases for Association Rules 1996 VLDB
8 4,231 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
10 573 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB