Semantic Mining and Analysis of Gene Expression Data

Summary: Novel depth-first row-wise FARMER for mining association rules in wide, gene-expression data. Clusters rules into IRGs under user-specified thresholds on support, confidence and chi-square; prototype supports semantic mining and visual analysis. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9302
Venue: VLDB
Year: 2004
Pagerank: -
Overall Rank: 13,906 | 4.60%
DOI: 10.1016/B978-012088469-8.50122-4

Incoming Non-self Citations Over Time

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

Authors

1. Xin Xu (National University of Singapore)
2. Gao Cong (National University of Singapore)
3. Beng Chin Ooi (National University of Singapore)
4. Kian-Lee Tan (National University of Singapore)
5. Anthony K. H. Tung (National University of Singapore)

BibTeX Citation

@article{xu_vldb04,
        title = {{Semantic Mining and Analysis of Gene Expression Data}},
        author = {Xu, Xin and Cong, Gao and Ooi, Beng Chin and Tan, Kian-Lee and Tung, Anthony K. H.},
        journal = {PVLDB},
        series = {{VLDB} '04},
        pages = {1261--1264},
        doi = {10.1016/B978-012088469-8.50122-4},
        url = {https://doi.org/10.1016/B978-012088469-8.50122-4},
        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 1 of 1 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
12,765	FARMER: Finding Interesting Rule Groups in Microarray Datasets	2004	SIGMOD	5.093636e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	4,565	Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization	1996	SIGMOD
2	4,545	Association Rules over Interval Data	1997	SIGMOD
3	558	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB
4	8,290	Data Mining in the Bioinformatics Domain	2000	VLDB
5	456	Discovery of Multiple-Level Association Rules from Large Databases	1995	VLDB
6	460	Mining Generalized Association Rules	1995	VLDB
7	4,154	A New SQL-like Operator for Mining Association Rules	1996	VLDB
8	13,898	GPX: Interactive Mining of Gene Expression Data	2004	VLDB
9	12,729	Mining Top-k Covering Rule Groups for Gene Expression Data	2005	SIGMOD
10	12,765	FARMER: Finding Interesting Rule Groups in Microarray Datasets	2004	SIGMOD