| 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 |
[  PDF] [
BibTex] [
Print] [
 Back] |
