Cost-Based Labeling of Groups of Mass Spectra
Summary: Introduces a novel group-labeling problem for mass spectra (aerosol analysis; scalable to market-basket data). Proposes two LP-based labeling algorithms and a cost-based selector between them, delivering an optimizer-like framework for cost-based data mining in scientific datasets. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Lei Chen
- 2. Zheng Huang
- 3. Raghu Ramakrishnan
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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 |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |
| 33 | BIRCH: An Efficient Data Clustering Method for Very Large Databases | 1996 | SIGMOD | 0.00077324389 |
| 181 | Mining Frequent Patterns without Candidate Generation | 2000 | SIGMOD | 0.00036992674 |
| 473 | Sampling Large Databases for Association Rules | 1996 | VLDB | 0.0002233798 |
| 599 | Mining Quantitative Association Rules in Large Relational Tables | 1996 | SIGMOD | 0.00019394214 |
| 904 | Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications | 1998 | SIGMOD | 0.00015469655 |
| 5,276 | The 3W Model and Algebra for Unified Data Mining | 2000 | VLDB | 5.5905507e-05 |
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