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)

Paper ID: h4ff5396e7c5b36b0
Venue: SIGMOD
Year: 2004
Pagerank: 4.9793485e-05
Overall Rank: 13,056 | 12.22%
DOI: 10.1145/1007568.1007589

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Lei Chen (University of Wisconsin)
2. Zheng Huang (University of Wisconsin)
3. Raghu Ramakrishnan (University of Wisconsin)

BibTeX Citation

@inproceedings{chen_sigmod04,
        title = {{Cost-Based Labeling of Groups of Mass Spectra}},
        author = {Chen, Lei and Huang, Zheng and Ramakrishnan, Raghu},
        series = {{SIGMOD} '04},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1007568.1007589},
        url = {https://dl.acm.org/doi/10.1145/1007568.1007589},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 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	0.00064420972
32	BIRCH: An Efficient Data Clustering Method for Very Large Databases	1996	SIGMOD	0.00049737458
164	Mining Frequent Patterns without Candidate Generation	2000	SIGMOD	0.00027412227
473	Sampling Large Databases for Association Rules	1996	VLDB	0.00017673931
620	Mining Quantitative Association Rules in Large Relational Tables	1996	SIGMOD	0.00015502611
1,006	Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications	1998	SIGMOD	0.00012573124
6,020	The 3W Model and Algebra for Unified Data Mining	2000	VLDB	5.9129763e-05

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