Title :
Autonomous creation of process cause and effect relationships: metrics for evaluation of the goodness of linguistic rules
Author :
Sharma, Nitin ; Rhinehart, R. Russell
fDate :
June 30 2004-July 2 2004
Abstract :
Autonomous knowledge discovery requires metrics of rule base quality. This work recommends metrics useful for selecting good cause-and-effect rules from naturally occurring dynamic data such as found in historian databases in the chemical process industry.
Keywords :
cause-effect analysis; chemical industry; data mining; process control; production management; autonomous knowledge discovery; cause-and-effect rule; chemical process industry; linguistic rule; process management decision control; rule base quality;
Conference_Titel :
American Control Conference, 2004. Proceedings of the 2004
Conference_Location :
Boston, MA, USA
Print_ISBN :
0-7803-8335-4
