IVML  
  about | r&d | publications | courses | people | links
   

I. Kollia, N. Simou, G. Stamou and A. Stafylopatis
Interweaving Knowledge Representation and Adaptive Neural Networks
Workshop on Inductive Reasoning and Machine Learning on the Semantic Web, Crete, Greece, June 2009
ABSTRACT
Both symbolic knowledge representation systems and ma- chine learning techniques, including artificial neural networks, play a significant role in Artificial Intelligence. Interweaving these techniques, in order to achieve adaptation and robustness in classification problems is of great importance. In this paper we present a novel architecture that can provide efective connectionist adaptation of ontological knowledge. The proposed architecture can be used to improve performance of multimedia analysis and man machine interaction systems.
01 June , 2009
I. Kollia, N. Simou, G. Stamou and A. Stafylopatis, "Interweaving Knowledge Representation and Adaptive Neural Networks", Workshop on Inductive Reasoning and Machine Learning on the Semantic Web, Crete, Greece, June 2009
[ save PDF] [ BibTex] [ Print] [ Back]

© 00 The Image, Video and Multimedia Systems Laboratory - v1.12