Association Rules over Interval Data

Summary: Interval data (ordered with meaningful gaps) breaks support/confidence as rule-adequacy; introduces a new interest definition that respects interval semantics. Presents an algorithm to mine rules under the new metric and demonstrates scalability on large real-world datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 2969
Venue: SIGMOD
Year: 1997
Pagerank: 6.72838e-05
Overall Rank: 3,817 | 73.48%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. R. J. Miller
2. Y. Yang

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
277	Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications	1998	SIGMOD	0.00029356968
1,609	Exploratory Mining and Pruning Optimizations of Constrained Association Rules	1998	SIGMOD	0.00011166163

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 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
27	Efficient and Effective Clustering Methods for Spatial Data Mining	1994	VLDB	0.00080846213
33	BIRCH: An Efficient Data Clustering Method for Very Large Databases	1996	SIGMOD	0.00077399244
117	An Effective Hash-Based Algorithm for Mining Association Rules	1995	SIGMOD	0.00045914132
229	Discovery of Multiple-Level Association Rules from Large Databases	1995	VLDB	0.0003226623
404	Mining Generalized Association Rules	1995	VLDB	0.00024159651
473	Sampling Large Databases for Association Rules	1996	VLDB	0.00022304724
546	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00020410312
602	Mining Quantitative Association Rules in Large Relational Tables	1996	SIGMOD	0.00019350521

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,261	Online Association Rule Mining	1999	SIGMOD	6.3024528e-05
229	Discovery of Multiple-Level Association Rules from Large Databases	1995	VLDB	0.0003226623
559	Maintaining Data Privacy in Association Rule Mining	2002	VLDB	0.0002012549
404	Mining Generalized Association Rules	1995	VLDB	0.00024159651
546	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00020410312
3,870	A New SQL-like Operator for Mining Association Rules	1996	VLDB	6.6763843e-05
4,692	Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization	1996	SIGMOD	5.987105e-05
13	Mining Association Rules between Sets of Items in Large Databases	1993	SIGMOD	0.0010863639
602	Mining Quantitative Association Rules in Large Relational Tables	1996	SIGMOD	0.00019350521
4,515	Mining Optimized Association Rules for Numeric Attributes	1996	PODS	6.1157444e-05