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SPIRE: Supporting Parameter-Driven Interactive Rule Mining and Exploration

Summary: SPIRE enables interactive mining of positive and negative rules at near-real-time speed for rapid exploration. It adds region-wise abstractions, positive-negative analysis, redundancy management, and visual exploration for exploratory queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10844
Venue
VLDB
Year
2014
Pagerank
5.1725247e-05
Overall Rank
12,005 | 16.57%
DOI
-

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
162 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.00028238267
8,543 PARAS: A Parameter Space Framework for Online Association Mining 2013 VLDB 5.4746933e-05
12,054 PARAS: Interactive Parameter Space Exploration for Association Rule Mining 2013 SIGMOD 5.1725247e-05
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