This chapter describes some highlights of successful research focusing on know-ledge-based
and data-driven models for industrial and decision processes. This research has been carried out
during the last ten years in a close cooperation of two research institutions in Hagenberg, Fuzzy Logic Laboratorium Linz-Hagenberg and the Software Competence Center Hagenberg.