Fuzzy Rule Interpolation “FIVE”:

 

Kovács, Sz.: Extending the Fuzzy Rule Interpolation "FIVE" by Fuzzy Observation, Advances in Soft Computing, Computational Intelligence, Theory and Applications, Bernd Reusch (Ed.), Springer Germany, ISBN 3-540-34780-1, pp. 485-497, (2006) – Draft version.

 

Kovács, Sz., Kóczy, L.T.: The use of the concept of vague environment in approximate fuzzy reasoning, Fuzzy Set Theory and Applications, Tatra Mountains Mathematical Publications, Mathematical Institute Slovak Academy of Sciences, vol.12., pp.169-181, Bratislava, Slovakia, (1997) – Draft version.

 

Kovács, Sz., Kóczy, L.T.: Approximate Fuzzy Reasoning Based on Interpolation in the Vague Environment of the Fuzzy Rulebase as a Practical Alternative of the Classical CRI, Proceedings of the 7th International Fuzzy Systems Association World Congress, pp.144-149, Prague, Czech Republic, (1997) – Draft version.

 

Kovács, Sz.: New Aspects of Interpolative Reasoning, Proceedings of the 6th. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, pp.477-482, Granada, Spain, (1996) – Draft version.

 

FRI Applications:

 

Vehicle control:

 

Sz. Kovács: Interpolative Fuzzy Reasoning and Fuzzy Automata in Adaptive System Applications, Proceedings of the IIZUKA2000, 6th International Conference on Soft Computing, October 1-4, Iizuka, Fukuoka, Japan, pp.777-784, (2000) – Draft version.

 

Sz. Kovács: Similarity based Control Strategy Reconfiguration by Fuzzy Reasoning and Fuzzy Automata, Proceedings of the IECON-2000, IEEE International Conference on Industrial Electronics, Control and Instrumentation, October 22-28, Nagoya, Japan, pp.542-547, (2000) – Draft version.

 

Kovács, Sz., Kóczy, L.T.: Application of an approximate fuzzy logic controller in an AGV steering system, path tracking and collision avoidance strategy, Fuzzy Set Theory and Applications, Tatra Mountains Mathematical Publications, Mathematical Institute Slovak Academy of Sciences, Vol.16, pp. 456-467, Bratislava, Slovakia, (1999) – Draft version.

 

Kovács, Sz., Kóczy, L.T.: Application of the Approximate Fuzzy Reasoning Based on Interpolation in the Vague Environment of the Fuzzy Rulebase in the Fuzzy Logic Controlled Path Tracking Strategy of Differential Steered AGVs, Computational Intelligence - Theory and Applications, Lecture Notes in Computer Science, 1226, Springer, pp.456-467, Germany, (1997) – Draft version.

 

Vehicle control Matlab code.

 

User adaptive applications (Kansei Technology):

 

Sz. Kovács: Fuzzy Reasoning and Fuzzy Automata in User Adaptive Systems, Proceedings of the 18th Hungarian-Korean Seminar on Soft Computing & Computational Intelligence, October 2-3, Budapest, Hungary, ISBN 963 206 066 0, pp.63-72, (2002) – Draft version. Presentation slides.

 

Sz. Kovács: Fuzzy Reasoning and Fuzzy Automata in User Adaptive Emotional and Information Retrieval Systems, Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics, October 6-9, Hammamet, Tunisia, 02CH37349C, ISBN: 0-7803-7438-X, WP1N5, p.6, (2002) – Draft version.

 

Sz. Kovács, N. Kubota, K. Fujii and L.T. Kóczy: Behaviour based techniques in user adaptive Kansei technology, Proceedings of the VSMM2000, 6th International Conference on Virtual Systems and Multimedia, October 3-6, Ogaki, Gifu, Japan, pp.362-369, (2000) – Draft version.

 

Sz. Kovács, N. Kubota, K. Fujii and L.T. Kóczy: Interpolative Fuzzy Reasoning and Fuzzy Automata in Kansei Technology, Proceedings of the AFSS2000, the Fourth Asian Fuzzy Systems Symposium, pp.335-340, May 31-June 3, Tsukuba, Japan, (2000) – Draft version.

 

User adaptive applications Matlab code.

 

Adaptive applications:

 

Sz. Kovács: Interpolative Fuzzy Reasoning in Behaviour-based Control, Advances in Soft Computing, Vol. 2, Computational Intelligence, Theory and Applications, Bernd Reusch (Ed.), Springer, Germany, ISBN 3-540-22807-1, pp.159-170, (2005). – Draft version.

 

Sz. Kovács, L. T. Kóczy: Application of Interpolation-based Fuzzy Logic Reasoning in Behaviour-based Control Structures, Proceedings of the FUZZIEEE, IEEE International Conference on Fuzzy Systems, 25-29 July, Budapest, Hungary, IEEE Catalog Number: 04CH37542C, ISBN: 0-7803-8354-0, p.6, (2004) – Draft version.

 

Sz. Kovács: Fuzzy Behaviour-based Control Techniques in Adaptive System Applications, Proceedings of the ICCC 2003, IEEE International Conference on Computational Cybernetics, August 29-31, Siófok, Hungary, ISBN 963 7154 18 3, p. 6, (2003) – Draft version. Presentation slides.

 

Sz. Kovács: Similarity Based System Reconfiguration by Fuzzy Classification and Hierarchical Interpolate Fuzzy Reasoning, Lecture Notes in Computer Science, Vol. 1625, Bernard Reusch (Ed.), Springer, pp.12-19, Germany, (1999). – Draft version.

 

Reinforcement Learning:

 

Sz. Kovács: SVD Reduction in Continuos Environment Reinforcement Learning, Lecture Notes in Computer Science, Vol. 2206, Computational Intelligence, Theory and Applications, Bernard Reusch (Ed.), Springer, ISBN 3-540-42732-5, pp.719-738, Germany, (2001). – Draft version.