A New Framework For Itemset Generation
Summary: Introduce “strongly collective itemsets”: a criterion prioritizing inter-item correlation over absolute support for association discovery. Provide an efficient, statistically robust algorithm using relative measures that scales to dense/heterogeneous databases and uncovers negative associations. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,454 | Traversing Itemset Lattices with Statistical Metric Pruning | 2000 | PODS | 7.0778482e-05 |
| 4,829 | An Efficient Rigorous Approach for Identifying Statistically Significant Frequent Itemsets | 2009 | PODS | 5.8925807e-05 |
| 12,689 | Mining Frequent Itemsets Using Support Constraints | 2000 | VLDB | 4.1945683e-05 |
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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 | 0.0010864752 |
| 403 | Mining Generalized Association Rules | 1995 | VLDB | 0.00024148455 |
| 599 | Mining Quantitative Association Rules in Large Relational Tables | 1996 | SIGMOD | 0.00019394214 |
| 657 | Dynamic Itemset Counting and Implication Rules for Market Basket Data | 1997 | SIGMOD | 0.00018553891 |
| 744 | Beyond Market Baskets: Generalizing Association Rules to Correlations | 1997 | SIGMOD | 0.00017333019 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 473 | Sampling Large Databases for Association Rules | 1996 | VLDB | 0.0002233798 |
| 12,689 | Mining Frequent Itemsets Using Support Constraints | 2000 | VLDB | 4.1945683e-05 |
| 403 | Mining Generalized Association Rules | 1995 | VLDB | 0.00024148455 |
| 744 | Beyond Market Baskets: Generalizing Association Rules to Correlations | 1997 | SIGMOD | 0.00017333019 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076161096 |
| 657 | Dynamic Itemset Counting and Implication Rules for Market Basket Data | 1997 | SIGMOD | 0.00018553891 |
| 4,258 | Online Association Rule Mining | 1999 | SIGMOD | 6.3148619e-05 |
| 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 |