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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)

Paper ID
hb496c803d14283a1
Venue
PODS
Year
1998
Pagerank
6.0038837e-05
Overall Rank
5,760 | 61.28%
DOI
10.1145/275487.275490

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{aggarwal_pods98,
        address = {New York, NY, USA},
        series = {{PODS} '98},
        title = {{A New Framework For Itemset Generation}},
        url = {https://dl.acm.org/doi/10.1145/275487.275490},
        doi = {10.1145/275487.275490},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Aggarwal, Charu C. and Yu, Philip S.},
        year = {1998}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
4,180 Traversing Itemset Lattices with Statistical Metric Pruning 2000 PODS 6.7554731e-05
5,302 An Efficient Rigorous Approach for Identifying Statistically Significant Frequent Itemsets 2009 PODS 6.1889036e-05
13,172 Mining Frequent Itemsets Using Support Constraints 2000 VLDB 4.9793485e-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 0.00064420972
475 Mining Generalized Association Rules 1995 VLDB 0.00017672519
620 Mining Quantitative Association Rules in Large Relational Tables 1996 SIGMOD 0.00015502611
721 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD 0.0001452081
731 Beyond Market Baskets: Generalizing Association Rules to Correlations 1997 SIGMOD 0.00014394521
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 473 Sampling Large Databases for Association Rules 1996 VLDB
2 13,172 Mining Frequent Itemsets Using Support Constraints 2000 VLDB
3 475 Mining Generalized Association Rules 1995 VLDB
4 731 Beyond Market Baskets: Generalizing Association Rules to Correlations 1997 SIGMOD
5 573 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB
6 29 Fast Algorithms for Mining Association Rules 1994 VLDB
7 721 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD
8 4,444 Online Association Rule Mining 1999 SIGMOD
9 250 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