Peter Geibel & Brijnesh J. Jain (Eds.) LNVD 2007 Learning from Non-Vectorial Data Proceedings of the KI-2007 Workshop held in Osnabrück, Germany, September 10 th , 2007 PICS Publications of the Institute of Cognitive Science Volume 6-2007