Integration of Data Mining and Relational Databases
Summary: Survey of data mining-relational database integration, outlining architectures and interfaces that fuse discovery with relational stores. Analyzes past work, sketches future directions, and details Microsoft SQL Server 2000 support for integrated data mining in DBMS. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Amir Netz
- 2. Surajit Chaudhuri
- 3. Jeff Bernhardt
- 4. Usama Fayyad
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,254 | Query Processing on Tensor Computation Runtimes | 2022 | VLDB | 7.3161051e-05 |
| 3,407 | End-to-end Optimization of Machine Learning Prediction Queries | 2022 | SIGMOD | 7.1295646e-05 |
| 6,327 | The Tensor Data Platform: Towards an AI-centric Database System | 2023 | CIDR | 5.1083405e-05 |
| 8,716 | nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems | 2024 | VLDB | 4.4618187e-05 |
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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 |
|---|---|---|---|---|
| 904 | Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications | 1998 | SIGMOD | 0.00015469655 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,797 | The Integrated Data Model: A Database Perspective | 1983 | VLDB | 5.3233087e-05 |
| 904 | Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications | 1998 | SIGMOD | 0.00015469655 |
| 12,537 | The Many Roles of Meta Data in Data Integration | 2005 | SIGMOD | 4.1945683e-05 |
| 5,079 | Combi-Operator – Database Support for Data Mining Applications | 2003 | VLDB | 5.7140516e-05 |
| 48 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00069720859 |
| 13,713 | Where is Business Intelligence taking today’s Database Systems? | 2004 | VLDB | - |
| 13,806 | Query Processing Concepts and Techniques to Support Business Intelligence Applications | 2002 | VLDB | - |
| 9,585 | One-pass Data Mining Algorithms in a DBMS with UDFs | 2011 | SIGMOD | 4.3218691e-05 |
| 14,020 | Data Mining Techniques | 1996 | SIGMOD | - |
| 13,513 | Database Systems Research on Data Mining | 2010 | SIGMOD | - |