Database Systems Research on Data Mining
Summary: Survey of data mining in DBMS: processing options, storage, algorithms, data structures, and optimizations for large data sets; emphasizes multidimensional statistics and ML models. SQL vs MapReduce for scalable mining; highlights open research directions. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13,926 | Clustering Methods for Large Databases: From the Past to the Future | 1999 | SIGMOD | - |
| 13,806 | Query Processing Concepts and Techniques to Support Business Intelligence Applications | 2002 | VLDB | - |
| 5,079 | Combi-Operator – Database Support for Data Mining Applications | 2003 | VLDB | 5.7140516e-05 |
| 42 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00073498298 |
| 5,861 | Machine Learning for Databases | 2021 | VLDB | 5.298883e-05 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 6,982 | Integration of Data Mining and Relational Databases | 2000 | VLDB | 4.8734424e-05 |
| 13,425 | Data Mining Algorithms as a Service in the Cloud: Exploiting Relational Database Systems | 2013 | SIGMOD | - |
| 9,585 | One-pass Data Mining Algorithms in a DBMS with UDFs | 2011 | SIGMOD | 4.3218691e-05 |
| 14,020 | Data Mining Techniques | 1996 | SIGMOD | - |