Tutorial Database Mining
Summary: Positions database mining as the efficient construction and verification of pattern models in large DBs, motivated by retail decision‑support and exemplified by IBM Almaden’s Quest project. Focuses on three problem classes—classification, association, and sequence mining—surveying algorithms, practical challenges, and open research problems. (summarized by gpt-5-mini on Feb 09 2026)
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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 |
| 146 | Knowledge Discovery in Databases: An Attribute-Oriented Approach | 1992 | VLDB | 0.00041315295 |
| 230 | An Interval Classifier for Database Mining Applications | 1992 | VLDB | 0.00032217064 |
| 1,250 | Dbms Research At A Crossroads: The Vienna Update | 1993 | VLDB | 0.00013036867 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |
| 9,423 | Database Principles in Information Extraction | 2014 | PODS | 4.3441378e-05 |
| 13,513 | Database Systems Research on Data Mining | 2010 | SIGMOD | - |
| 13,712 | Whither Data Mining? | 2004 | VLDB | - |
| 12,249 | Mining Knowledge from Databases: An Information Network Analysis Approach | 2010 | SIGMOD | 4.1945683e-05 |
| 13,806 | Query Processing Concepts and Techniques to Support Business Intelligence Applications | 2002 | VLDB | - |
| 6,623 | Exploratory Mining via Constrained Frequent Set Queries | 1999 | SIGMOD | 4.989399e-05 |
| 14,020 | Data Mining Techniques | 1996 | SIGMOD | - |
| 8,087 | Similarity Search and Mining in Uncertain Databases | 2010 | VLDB | 4.5899317e-05 |
| 14,112 | Quest: A Project on Database Mining | 1994 | SIGMOD | - |