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: 3578
Venue: SIGMOD
Year: 2004
Pagerank: 5.093636e-05
Overall Rank: 12,766 | 12.42%
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	0.0006567919
31	BIRCH: An Efficient Data Clustering Method for Very Large Databases	1996	SIGMOD	0.00050347119
161	Mining Frequent Patterns without Candidate Generation	2000	SIGMOD	0.00027981772
462	Sampling Large Databases for Association Rules	1996	VLDB	0.00018065337
606	Mining Quantitative Association Rules in Large Relational Tables	1996	SIGMOD	0.00015804851
980	Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications	1998	SIGMOD	0.00012844074
5,895	The 3W Model and Algebra for Unified Data Mining	2000	VLDB	6.0486927e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	8,929	Distributed and Streaming Linear Programming in Low Dimensions	2019	PODS
2	2,253	Approximation Algorithms for Clustering Uncertain Data	2008	PODS
3	9,212	Feasible Itemset Distributions in Data Mining: Theory and Application	2003	PODS
4	6,786	A Unified Optimization Algorithm For Solving “Regret-Minimizing Representative” Problems	2020	VLDB
5	3,268	Efficient and Provable Multi-Query Optimization	2017	PODS
6	10,112	Classifier Construction Under Budget Constraints	2022	SIGMOD
7	6,908	Cost-Effective Data Annotation using Game-Based Crowdsourcing	2019	VLDB
8	10,305	Weighted Set Multi-Cover on Bounded Universe and Applications in Package Recommendation	2026	SIGMOD
9	11,790	Minimization of Classifier Construction Cost for Search Queries	2020	SIGMOD
10	11,613	Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications	2022	VLDB