Machine learning approaches to knowledge synthesis and integration tasks for advanced engineering automation

This paper introduces machine learning approaches from AI research as knowledge processing tools to synthesize and integrate engineering knowledge for advanced automation. An inductive/deductive decision-making framework, which serves as the foundation of our research, is explained. Machine learning is employed as an automatic model building tool, and as a transformation tool among different knowledge representations. The result from the...