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Mining Quantitative Association Rules in Large Relational Tables

Summary: Proposes mining quantitative and categorical association rules in large relational tables via discretizing attributes into partitions. Defines partial completeness for discretization loss and a greater-than-expected-value measure to prune and rank rules. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
2928
Venue
SIGMOD
Year
1996
Pagerank
0.00015804851
Overall Rank
606 | 95.85%
DOI
10.1145/233269.233311

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{srikant_sigmod96,
        title = {{Mining Quantitative Association Rules in Large Relational Tables}},
        author = {Srikant, Ramakrishnan and Agrawal, Rakesh},
        series = {{SIGMOD} '96},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/233269.233311},
        url = {https://dl.acm.org/doi/10.1145/233269.233311},
        year = {1996}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
159 CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies 2004 SIGMOD 0.00028129426
304 Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications 1998 SIGMOD 0.00021917388
783 A One-Pass Algorithm for Accurately Estimating Quantiles for Disk-Resident Data 1997 VLDB 0.00014076306
842 How to Summarize the Universe: Dynamic Maintenance of Quantiles 2002 VLDB 0.00013671191
1,033 On Generating Near-Optimal Tableaux for Conditional Functional Dependencies 2008 VLDB 0.00012529852
1,535 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD 0.00010463058
2,269 GORDIAN: Efficient and Scalable Discovery of Composite Keys 2006 VLDB 8.8328424e-05
2,397 Personalized Privacy Preservation 2006 SIGMOD 8.6343421e-05
4,545 Association Rules over Interval Data 1997 SIGMOD 6.6382392e-05
4,565 Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization 1996 SIGMOD 6.6278063e-05
4,766 Mining Optimized Association Rules for Numeric Attributes 1996 PODS 6.5181854e-05
4,969 Optimization of Constrained Frequent Set Queries with 2-variable Constraints 1999 SIGMOD 6.4201643e-05
5,179 An Efficient Rigorous Approach for Identifying Statistically Significant Frequent Itemsets 2009 PODS 6.3299352e-05
5,633 A New Framework For Itemset Generation 1998 PODS 6.1414792e-05
6,280 Efficient Construction of Regression Trees with Range and Region Splitting 1997 VLDB 5.928365e-05
6,689 Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining 1998 VLDB 5.8014872e-05
6,759 REDS: Rule Extraction for Discovering Scenarios 2021 SIGMOD 5.7827401e-05
8,429 Building Highly-Optimized, Low-Latency Pipelines for Genomic Data Analysis 2015 CIDR 5.4263087e-05
8,809 Adding Counting Quantifiers to Graph Patterns 2016 SIGMOD 5.3655939e-05
9,438 SubTab: Data Exploration with Informative Sub-Tables 2022 SIGMOD 5.2687297e-05
9,515 Analyzing Quantitative Databases: Image is Everything 2001 VLDB 5.2567112e-05
12,766 Cost-Based Labeling of Groups of Mass Spectra 2004 SIGMOD 5.093636e-05
12,925 A Data Mining Application: Customer Retention at the Port of Singapore Authority (PSA) 1998 SIGMOD 5.093636e-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
4 The R*-tree: An Efficient and Robust Access Method for Points and Rectangles 1990 SIGMOD 0.001157935
13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD 0.0006567919
27 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00052255472
240 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.0002366381
456 Discovery of Multiple-Level Association Rules from Large Databases 1995 VLDB 0.00018124452
460 Mining Generalized Association Rules 1995 VLDB 0.00018071773
558 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB 0.00016530269
Previous Page 1 / 1 Next

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4 6,689 Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining 1998 VLDB
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6 4,545 Association Rules over Interval Data 1997 SIGMOD
7 4,154 A New SQL-like Operator for Mining Association Rules 1996 VLDB
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