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 |
|---|---|---|---|---|
| 3,446 | Traversing Itemset Lattices with Statistical Metric Pruning | 2000 | PODS | 7.0836261e-05 |
| 4,827 | An Efficient Rigorous Approach for Identifying Statistically Significant Frequent Itemsets | 2009 | PODS | 5.8892254e-05 |
| 12,698 | Mining Frequent Itemsets Using Support Constraints | 2000 | VLDB | 4.1905499e-05 |
Previous
Page 1 / 1
Next
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 |
| 404 | Mining Generalized Association Rules | 1995 | VLDB | 0.00024159651 |
| 602 | Mining Quantitative Association Rules in Large Relational Tables | 1996 | SIGMOD | 0.00019350521 |
| 651 | Dynamic Itemset Counting and Implication Rules for Market Basket Data | 1997 | SIGMOD | 0.00018649942 |
| 735 | Beyond Market Baskets: Generalizing Association Rules to Correlations | 1997 | SIGMOD | 0.00017417893 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 473 | Sampling Large Databases for Association Rules | 1996 | VLDB | 0.00022304724 |
| 12,698 | Mining Frequent Itemsets Using Support Constraints | 2000 | VLDB | 4.1905499e-05 |
| 404 | Mining Generalized Association Rules | 1995 | VLDB | 0.00024159651 |
| 735 | Beyond Market Baskets: Generalizing Association Rules to Correlations | 1997 | SIGMOD | 0.00017417893 |
| 546 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020410312 |
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076114894 |
| 651 | Dynamic Itemset Counting and Implication Rules for Market Basket Data | 1997 | SIGMOD | 0.00018649942 |
| 4,261 | Online Association Rule Mining | 1999 | SIGMOD | 6.3024528e-05 |
| 117 | An Effective Hash-Based Algorithm for Mining Association Rules | 1995 | SIGMOD | 0.00045914132 |
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010863639 |