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Oracle Data Mining

Powering Next-Generation Predictive Applications

Oracle Data Mining (ODM) —a priced option to Oracle Database 11g Enterprise Edition—enables you to easily build and deploy next-generation applications that deliver predictive analytics and new insights. Application developers can rapidly build next-generation applications using ODM's SQL and Java APIs that automatically mine Oracle data and deploy results in real-time-throughout the enterprise. Because the data, models and results remain in the Oracle Database, data movement is eliminated, security is maximized and information latency is minimized. Oracle Data Mining models can be included in SQL queries and embedded in applications to offer improved business intelligence.

Oracle Data Mining provides in-Database predictive analytics that support strategies described in the Harvard Business Review (HBR) article Competing on Analytics. Data analysts can quickly access their Oracle data using the optional Oracle Data Miner graphical user interface and explore their data to find patterns, relationships, and hidden insights. Oracle Data Mining provides a collection of in-database data mining algorithms that solve a wide range of business problems. Anyone who can access data stored in an Oracle Database can access Oracle Data Mining results-predictions, recommendations, and discoveries using SQL-based query and reporting tools including Oracle Business Intelligence EE Plus.

Oracle Data Mining Powers New Social CRM Application (more information including Flash demo of Sales Prospector)
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How Oracle Data Mining can benefit you...

Business Decision Makers
Make better informed business decisions with increased productivity to increase revenue and reduce costs. Derive greater value from your database and data warehouse investment. More...
Data Analysts
Solve more business problems faster, while enabling faster deployment of your results. More...
Integrators and IT
Speed time-to-market through immediate deployment, rapid prototyping and API-level integration. More...
General Information
New Overview and Demo: Oracle Data Mining 11g (pdf, eSeminar recorded version with voice, use IE)
Data Sheet: Oracle Data Mining 11g (pdf) 10gR2 (pdf)
New White paper: Oracle Data Mining 11g (pdf) 10gR2 (pdf)
New Presentation: Anomaly and Fraud Detection with Oracle Data Mining (pdf)
Presentation: Oracle OpenWorld - Predictive Analytics with ODM and OBI EE (pdf)
White paper: High Performance Scoring with Oracle 10.2 Data Mining (pdf)
White paper: Secure Data Mining in Oracle10g (pdf)
Using Decision Trees to Solve Business problems with Oracle Data Mining 10g (pdf)
Customer Application: Xerox (zip)
Solves Wide Range of Business Problems
Technical Information
Data Mining Algorithms
Performance Improvement of Model Building in Oracle 11.1 Data Mining (paper)
Data-Centric Automated Data Mining (paper, slides)
Mining High-Dimensional Data for Information Fusion (paper, slides)
DSS Performance in Oracle Database 10g Release 2 (paper, pg. 16)
Support Vector Machines in Oracle Database 10g (paper, slides)
Implementing Support Vector Machines in an RDBMS: Improved Scalability and Usability (slides)
Data Mining-Based Intrusion Detection (paper)
Clustering Large Databases with Numeric and Nominal Values Using Orthogonal Projections (paper)
Oracle9i O-Cluster: Scalable Clustering of Large High Dimensional Data Sets (paper)
Crime Pattern Detection Using Data Mining (paper)
 

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Learn More
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 · Getting Started with
   Oracle Data Mining
 · Frequently Asked Questions
 · New Customer Successes
 · Oracle Data Miner
 · Oracle 9i Data Mining for Java
 · ODM JDeveloper Extension
 · ODM in the News
 · Demonstrations
 · New Industry Solutions
 · New ODM in Who Caught the Flu? movie Who Caught the FLU image
 · Analyst Reviews
 · Standards: JSR-73, JSR-247, PMML
 · Spreadsheet Add-In for
   Predictive Analytics
 · ODM Connector 2.1 for
   mySAP NetWeaver
 · ODM at Oracle OpenWorld
 ·
ODM at KDD09


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Resources
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 ·
BIWA - the Oracle BI, Data Warehousing and Analytics SIG. Join Today!
 · ODM RSS News Feed RSS
 · Documentation
10gR1, 10gR2, 11gR1
 · Sample Code
 · Discussion Forum
 · Recommended Reading and Blogs
 · Join Mailing List
 · Oracle Wiki, Wikipedia


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Related Technologies
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 · Oracle BI Home
 · Oracle BI DW Technology Center
 · Oracle BI Retail Accelerator
 · Oracle Statistical Functions
 · OracleBI Discoverer
 · OracleBI Spreadsheet Add-In
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Oracle Warehouse Builder
 · Oracle Database BI Features
 · Oracle OLAP
·
Oracle JDeveloper
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Oracle Text


 

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