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)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 166 | Approximate Frequency Counts over Data Streams | 2002 | VLDB | 0.00039361552 |
| 5,276 | The 3W Model and Algebra for Unified Data Mining | 2000 | VLDB | 5.5905507e-05 |
| 6,128 | Data Mining with the SAP NetWeaver BI Accelerator | 2006 | VLDB | 5.1979556e-05 |
| 6,418 | An Optimal Algorithm for l1-Heavy Hitters in Insertion Streams and Related Problems | 2016 | PODS | 5.0696932e-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 |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |
| 14 | Online Aggregation | 1997 | SIGMOD | 0.0010801504 |
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076161096 |
| 473 | Sampling Large Databases for Association Rules | 1996 | VLDB | 0.0002233798 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 657 | Dynamic Itemset Counting and Implication Rules for Market Basket Data | 1997 | SIGMOD | 0.00018553891 |
| 840 | Efficiently Mining Long Patterns from Databases | 1998 | SIGMOD | 0.00016058396 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 657 | Dynamic Itemset Counting and Implication Rules for Market Basket Data | 1997 | SIGMOD | 0.00018553891 |
| 3,822 | Association Rules over Interval Data | 1997 | SIGMOD | 6.7263391e-05 |
| 227 | Discovery of Multiple-Level Association Rules from Large Databases | 1995 | VLDB | 0.00032284058 |
| 403 | Mining Generalized Association Rules | 1995 | VLDB | 0.00024148455 |
| 5,565 | A New Framework For Itemset Generation | 1998 | PODS | 5.4318211e-05 |
| 12,689 | Mining Frequent Itemsets Using Support Constraints | 2000 | VLDB | 4.1945683e-05 |
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076161096 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 117 | An Effective Hash-Based Algorithm for Mining Association Rules | 1995 | SIGMOD | 0.00045896865 |
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |