PARAS: Interactive Parameter Space Exploration for Association Rule Mining
Summary: PARAS enables interactive, near real-time association rule mining via stable region abstractions and redundancy management. Parameter-space-centric queries support rapid comparison of rules across parameter settings, reducing trial-and-error for analysts. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Authors
- 1. Abhishek Mukherji (Worcester Polytechnic Institute)
- 2. Xika Lin (Worcester Polytechnic Institute)
- 3. Christopher R. Botaish (Worcester Polytechnic Institute)
- 4. Jason Whitehouse (Worcester Polytechnic Institute)
- 5. Elke A. Rundensteiner (Worcester Polytechnic Institute)
- 6. Matthew O. Ward (Worcester Polytechnic Institute)
- 7. Carolina Ruiz (Worcester Polytechnic Institute)
BibTeX Citation
@inproceedings{mukherji_sigmod13,
title = {{PARAS: Interactive Parameter Space Exploration for Association Rule Mining}},
author = {Mukherji, Abhishek and Lin, Xika and Botaish, Christopher R. and Whitehouse, Jason and Rundensteiner, Elke A. and Ward, Matthew O. and Ruiz, Carolina},
series = {{SIGMOD} '13},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2463676.2465245},
url = {https://dl.acm.org/doi/10.1145/2463676.2465245},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,195 | SPIRE: Supporting Parameter-Driven Interactive Rule Mining and Exploration | 2014 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 161 | Mining Frequent Patterns without Candidate Generation | 2000 | SIGMOD | 0.00027981772 |
| 8,656 | PARAS: A Parameter Space Framework for Online Association Mining | 2013 | VLDB | 5.3909781e-05 |
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