Knowledge Discovery in Databases: An Attribute-Oriented Approach

Summary: Introduces attribute-oriented induction, combining concept-tree generalization with set-oriented database operations to efficiently mine generalized rules from relational, nested, and deductive databases. Supports noisy data and semantic query uses via the prototype DBLEARN. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: h65076e572d7fa43f
Venue: VLDB
Year: 1992
Pagerank: 0.00020013291
Overall Rank: 359 | 97.59%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Jiawei Han (Simon Fraser University)
2. Yandong Cai (Simon Fraser University)
3. Nick Cercone (Simon Fraser University)

BibTeX Citation

@article{han_vldb92,
        title = {{Knowledge Discovery in Databases: An Attribute-Oriented Approach}},
        author = {Han, Jiawei and Cai, Yandong and Cercone, Nick},
        journal = {PVLDB},
        series = {{VLDB} '92},
        pages = {547},
        year = {1992}
}

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
29	Fast Algorithms for Mining Association Rules	1994	VLDB	0.0005121339
94	Efficient and Effective Clustering Methods for Spatial Data Mining	1994	VLDB	0.00034579889
250	An Effective Hash-Based Algorithm for Mining Association Rules	1995	SIGMOD	0.00023156569
573	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00016173338
695	Algorithms for Mining Distance-Based Outliers in Large Datasets	1998	VLDB	0.00014702685
925	Intelligent Rollups in Multidimensional OLAP Data	2001	VLDB	0.00013051939
1,640	Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results	1994	SIGMOD	0.00010011692
4,664	Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization	1996	SIGMOD	6.4800763e-05
4,873	Mining Optimized Association Rules for Numeric Attributes	1996	PODS	6.372839e-05
6,443	NeuroRule: A Connectionist Approach to Data Mining	1995	VLDB	5.782709e-05
6,705	E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing	2011	SIGMOD	5.7051166e-05
8,506	DBLearn: A System Prototype for Knowledge Discovery in Relational Databases	1994	SIGMOD	5.3285539e-05
13,309	Tutorial Database Mining	1994	PODS	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
2,548	Querying Database Knowledge	1990	SIGMOD	8.314897e-05

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2	2,548	Querying Database Knowledge	1990	SIGMOD
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7	14,533	DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases	1996	SIGMOD
8	14,530	Data Mining Techniques	1996	SIGMOD
9	3,470	Automatic Discovery of Attributes in Relational Databases	2011	SIGMOD
10	8,506	DBLearn: A System Prototype for Knowledge Discovery in Relational Databases	1994	SIGMOD