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Scalable Parallel Data Mining for Association Rules

Summary: Two parallel algorithms for scalable association-rule mining. Intelligent Data Distribution partitions candidates with efficient IPC; Hybrid Distribution adds dynamic load balancing, yielding linear scaling and higher rule yield per scan on Cray T3D. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
2953
Venue
SIGMOD
Year
1997
Pagerank
6.3851209e-05
Overall Rank
4,175 | 70.96%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
1,626 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD 0.00011094469
9,131 Dynamic Load Balancing for Parallel Association Rule Mining on Heterogeneous PC Cluster System 1999 VLDB 4.3899185e-05
12,729 Parallel Mining Algorithms for Generalized Association Rules with Classification Hierarchy 1998 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 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
36 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00076161096
227 Discovery of Multiple-Level Association Rules from Large Databases 1995 VLDB 0.00032284058
403 Mining Generalized Association Rules 1995 VLDB 0.00024148455
547 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB 0.00020420717
1,250 Dbms Research At A Crossroads: The Vienna Update 1993 VLDB 0.00013036867
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
3,871 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.6794637e-05
227 Discovery of Multiple-Level Association Rules from Large Databases 1995 VLDB 0.00032284058
473 Sampling Large Databases for Association Rules 1996 VLDB 0.0002233798
13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD 0.0010864752
117 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.00045896865
9,131 Dynamic Load Balancing for Parallel Association Rule Mining on Heterogeneous PC Cluster System 1999 VLDB 4.3899185e-05
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
13,817 Communication-Efficient Distributed Mining of Association Rules 2001 SIGMOD -
12,729 Parallel Mining Algorithms for Generalized Association Rules with Classification Hierarchy 1998 SIGMOD 4.1945683e-05