Robust and Distributed Top-N Frequent-Pattern Mining With SAP BW Accelerator
Summary: Top-n frequent-pattern mining via extended ECLAT with heuristic optimizations replaces minimum-support. Distributed mining via PARTITION+TPUT and MAST (min absolute-support) handles real-world partitions, enabling scalable top-n mining on SAP NetWeaver BW Accelerator data. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Thomas Legler
- 2. Wolfgang Lehner
- 3. Jan Schaffner
- 4. Jens Krueger
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,964 | Bridging Two Worlds with RICE: Integrating R into the SAP In-Memory Computing Engine | 2011 | VLDB | 5.2520617e-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 |
|---|---|---|---|---|
| 181 | Mining Frequent Patterns without Candidate Generation | 2000 | SIGMOD | 0.00036992674 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 1,808 | Top-k Query Evaluation with Probabilistic Guarantees | 2004 | VLDB | 0.00010486213 |
| 2,989 | KLEE: A Framework for Distributed Top-k Query Algorithms | 2005 | VLDB | 7.7733083e-05 |
| 6,128 | Data Mining with the SAP NetWeaver BI Accelerator | 2006 | VLDB | 5.1979556e-05 |
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Semantically Similar Papers
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|---|---|---|---|---|
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
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| 4,175 | Scalable Parallel Data Mining for Association Rules | 1997 | SIGMOD | 6.3851209e-05 |
| 9,064 | Feasible Itemset Distributions in Data Mining: Theory and Application | 2003 | PODS | 4.4039656e-05 |
| 181 | Mining Frequent Patterns without Candidate Generation | 2000 | SIGMOD | 0.00036992674 |
| 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 |
| 13,889 | Towards Data Mining Benchmarking: A Test Bed for Performance Study of Frequent Pattern Mining | 2000 | SIGMOD | - |
| 12,462 | Optimization of Frequent Itemset Mining on Multiple-Core Processor | 2007 | VLDB | 4.1945683e-05 |
| 6,128 | Data Mining with the SAP NetWeaver BI Accelerator | 2006 | VLDB | 5.1979556e-05 |