Efficiently Mining Long Patterns from Databases

Summary: Pattern-mining algorithm scales linearly with the number of maximal patterns, independent of longest pattern length. Compared to Apriori, whose cost grows exponentially with pattern length, it achieves order-of-magnitude speedups for long patterns. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3005
Venue: SIGMOD
Year: 1998
Pagerank: 0.00016137512
Overall Rank: 829 | 94.25%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Roberto J. Bayardo Jr.

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
182	Mining Frequent Patterns without Candidate Generation	2000	SIGMOD	0.00036955562
277	Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications	1998	SIGMOD	0.00029356968
3,061	Mining Compressed Frequent-Pattern Sets	2005	VLDB	7.6389596e-05
3,104	Crowd Mining	2013	SIGMOD	7.5577057e-05
3,446	Traversing Itemset Lattices with Statistical Metric Pruning	2000	PODS	7.0836261e-05
3,627	Cache-conscious Frequent Pattern Mining on a Modern Processor	2005	VLDB	6.900129e-05
4,261	Online Association Rule Mining	1999	SIGMOD	6.3024528e-05
4,561	Constructing and Exploring Composite Items	2010	SIGMOD	6.0758276e-05
4,805	Optimization of Constrained Frequent Set Queries with 2-variable Constraints	1999	SIGMOD	5.9050441e-05
5,148	Scalable Mining of Maximal Quasi-Cliques: An Algorithm-System Codesign Approach	2021	VLDB	5.6572863e-05
5,492	rho-uncertainty: Inference-Proof Transaction Anonymization	2010	VLDB	5.4777688e-05
8,309	Computational Complexity of Itemset Frequency Satisfiability	2004	PODS	4.5392079e-05
8,315	A Condensed Representation to Find Frequent Patterns	2001	PODS	4.5392079e-05
8,728	Relative Risk and Odds Ratio: A Data Mining Perspective	2005	PODS	4.4533771e-05
9,062	Feasible Itemset Distributions in Data Mining: Theory and Application	2003	PODS	4.3997447e-05
12,654	Mining Long Sequential Patterns in a Noisy Environment	2002	SIGMOD	4.1905499e-05

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
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
546	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00020410312
651	Dynamic Itemset Counting and Implication Rules for Market Basket Data	1997	SIGMOD	0.00018649942

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12,051	A Direct Mining Approach To Efficient Constrained Graph Pattern Discovery	2013	SIGMOD	4.1905499e-05
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10,978	Language-Model Based Informed Partition of Databases to Speed Up Pattern Mining	2024	SIGMOD	4.1905499e-05
36	Fast Algorithms for Mining Association Rules	1994	VLDB	0.00076114894
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182	Mining Frequent Patterns without Candidate Generation	2000	SIGMOD	0.00036955562