Ph.D. dissertation: Neda Karba

 

Menthor: prof.dr.Vladislav RajkoviŤ

 

Title: UNIFORM ALGORITHM FOR INTEGRATING MULTIPLE KNOWLEDGE BASES INTO ONE


Abstract

 

†† We have designed a uniform algorithm for integrating multiple knowledge bases into one. The algorithm enables the integration of the arbitrary number of systems and is domain independent. Integration in general enables better classification accuracy, and better transparency than any single knowledge base. Implementation at Rolling Mill Bela of Iron and Steel Works Jesenice has shown an important increase of about 5 % in terms of classification accuracy. The system has been regularly used for two years and is one of the major AI industrial applications in Slovenia.

 

Contributions of the dissertation: