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Title Date Added Company

Creation and Deployment of Data Mining-Based Intrusion Detection Systems in Oracle Database 10g 2005-09-30 Oracle

Modern intrusion detection applications face complex requirements - they need to be reliable, extensible, easy to manage, and have low maintenance cost. In recent years, data mining-based Intrusion Detection Systems (IDSs) have demonstrated high accuracy, good generalization to novel types of intrusion, and robust behavior in a changing environment. Still, significant challenges exist in the design and implementation of production quality IDSs. Instrumenting components such as data transformations, model deployment, and cooperative distributed detection remain a labor intensive and complex engineering endeavor. This paper describes Database centric Architecture for Intrusion Detection (DAID), a database-centric architecture that leverages data mining within the Oracle RDBMS to address these challenges.

Tags: Intrusion Detection Systems, Database Applications

Empowering Applications With Spatial Analysis and Mining 2005-05-01 Oracle

Oracle Spatial provides new functionality in Oracle Database 10g to analyze, estimate, and predict the influence of the neighborhood based on locations of objects. Such neighborhood information can be visualized using Oracle Application Server MapViewer, or fed into other analysis tools. Alternatively, the neighborhood information can augment existing data used in data mining. This paper describes analysis and mining tasks that can take advantage of the analysis functionality of Oracle Spatial. The paper describes some example applications for performing each of the tasks mentioned in the paper.

Tags: Database Management, Database Applications

An Analytical Approach to Solving Motor Vibration Problems 2001-01-29 Institute of Electrical and Electronics Engineers

Vibration problems in induction motors can be extremely frustrating and may lead to greatly reduced reliability. It is imperative, in all operations and manufacturing processes that down time is avoided or minimized. If a problem does occur the source of the problem is quickly identified and corrected. With proper knowledge and diagnostic procedures, it is normally possible to quickly pinpoint the cause of the vibration. All too often erroneous conclusions are reached as a consequence of not understanding the root cause of the vibration. This may result in trying to fix an incorrectly diagnosed problem, spending a significant amount of time and money in the process. By utilizing the proper data collection and analysis techniques, the true source of the vibration can be discovered.

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Title	Date Added	Company
Creation and Deployment of Data Mining-Based Intrusion Detection Systems in Oracle Database 10g	2005-09-30	Oracle
Modern intrusion detection applications face complex requirements - they need to be reliable, extensible, easy to manage, and have low maintenance cost. In recent years, data mining-based Intrusion Detection Systems (IDSs) have demonstrated high accuracy, good generalization to novel types of intrusion, and robust behavior in a changing environment. Still, significant challenges exist in the design and implementation of production quality IDSs. Instrumenting components such as data transformations, model deployment, and cooperative distributed detection remain a labor intensive and complex engineering endeavor. This paper describes Database centric Architecture for Intrusion Detection (DAID), a database-centric architecture that leverages data mining within the Oracle RDBMS to address these challenges. Tags: Intrusion Detection Systems, Database Applications
Empowering Applications With Spatial Analysis and Mining	2005-05-01	Oracle
Oracle Spatial provides new functionality in Oracle Database 10g to analyze, estimate, and predict the influence of the neighborhood based on locations of objects. Such neighborhood information can be visualized using Oracle Application Server MapViewer, or fed into other analysis tools. Alternatively, the neighborhood information can augment existing data used in data mining. This paper describes analysis and mining tasks that can take advantage of the analysis functionality of Oracle Spatial. The paper describes some example applications for performing each of the tasks mentioned in the paper. Tags: Database Management, Database Applications
An Analytical Approach to Solving Motor Vibration Problems	2001-01-29	Institute of Electrical and Electronics Engineers
Vibration problems in induction motors can be extremely frustrating and may lead to greatly reduced reliability. It is imperative, in all operations and manufacturing processes that down time is avoided or minimized. If a problem does occur the source of the problem is quickly identified and corrected. With proper knowledge and diagnostic procedures, it is normally possible to quickly pinpoint the cause of the vibration. All too often erroneous conclusions are reached as a consequence of not understanding the root cause of the vibration. This may result in trying to fix an incorrectly diagnosed problem, spending a significant amount of time and money in the process. By utilizing the proper data collection and analysis techniques, the true source of the vibration can be discovered.