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Online Association Rule Mining

Summary: Online association rule mining; single-pass online large-itemset discovery with dynamic threshold changes. Maintains a superset of large itemsets; uses shrinking intervals; finishes after 2 scans with exact supports, saving memory vs Apriori/DIC. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3157
Venue
SIGMOD
Year
1999
Pagerank
6.7479905e-05
Overall Rank
4,354 | 70.13%
DOI
10.1145/304182.304195

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{hidber_sigmod99,
        title = {{Online Association Rule Mining}},
        author = {Hidber, Christian},
        series = {{SIGMOD} '99},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/304182.304195},
        url = {https://dl.acm.org/doi/10.1145/304182.304195},
        year = {1999}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
122 Approximate Frequency Counts over Data Streams 2002 VLDB 0.00031260115
5,895 The 3W Model and Algebra for Unified Data Mining 2000 VLDB 6.0486927e-05
6,017 Data Mining with the SAP NetWeaver BI Accelerator 2006 VLDB 6.0061791e-05
6,454 An Optimal Algorithm for l1-Heavy Hitters in Insertion Streams and Related Problems 2016 PODS 5.8746921e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank Cited Paper Year Venue Pagerank
9 Online Aggregation 1997 SIGMOD 0.00077458002
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
462 Sampling Large Databases for Association Rules 1996 VLDB 0.00018065337
558 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB 0.00016530269
704 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD 0.00014837704
886 Efficiently Mining Long Patterns from Databases 1998 SIGMOD 0.0001340645
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 704 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD
2 4,545 Association Rules over Interval Data 1997 SIGMOD
3 456 Discovery of Multiple-Level Association Rules from Large Databases 1995 VLDB
4 460 Mining Generalized Association Rules 1995 VLDB
5 5,633 A New Framework For Itemset Generation 1998 PODS
6 12,882 Mining Frequent Itemsets Using Support Constraints 2000 VLDB
7 27 Fast Algorithms for Mining Association Rules 1994 VLDB
8 558 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB
9 240 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD
10 13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD