SVM in Oracle Database 10g: Removing the Barriers to Widespread Adoption of Support Vector Machines
Summary: Oracle Database 10g embeds SVM, bringing data mining into the DBMS to remove usability and scalability barriers. Emphasizes ease of use, production-grade accuracy, and seamless, in-database deployment across analytic workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 658 | Towards a Unified Architecture for in-RDBMS Analytics | 2012 | SIGMOD | 0.00018506577 |
| 4,033 | In-RDBMS Hardware Acceleration of Advanced Analytics | 2018 | VLDB | 6.5113267e-05 |
| 5,874 | Incrementally Maintaining Classification using an RDBMS | 2011 | VLDB | 5.2930628e-05 |
| 11,378 | Interactive Mining with Ordered and Unordered Attributes | 2022 | VLDB | 4.1945683e-05 |
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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 |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,372 | SQLEM: Fast Clustering in SQL using the EM Algorithm | 2000 | SIGMOD | 0.00012318334 |
| 5,539 | Supporting Time-Constrained SQL Queries in Oracle | 2007 | VLDB | 5.4503121e-05 |
| 7,415 | Efficient and Scalable Statistics Gathering for Large Databases in Oracle 11g | 2008 | SIGMOD | 4.7355557e-05 |
| 4,623 | Automated Generation of Materialized Views in Oracle | 2020 | VLDB | 6.0411909e-05 |
| 12,692 | Decision Tables: Scalable Classification Exploring RDBMS Capabilities | 2000 | VLDB | 4.1945683e-05 |
| 13,513 | Database Systems Research on Data Mining | 2010 | SIGMOD | - |
| 4,266 | Parallel SQL Execution in Oracle 10g | 2004 | SIGMOD | 6.30862e-05 |
| 765 | Automatic Performance Diagnosis and Tuning in Oracle | 2005 | CIDR | 0.00017016449 |
| 7,597 | Oracle Workload Intelligence | 2015 | SIGMOD | 4.7007801e-05 |
| 496 | Automatic SQL Tuning in Oracle 10g | 2004 | VLDB | 0.00021728655 |