Classifying patterns using Fuzzy Cognitive Maps

Studies in Fuzziness and Soft Computing

Volumn 247, Issue , 2010, Pages 291-306

  Papakostas, G A ^a   Koulouriotis, D E ^a  

^a DEMOCRITUS UNIVERSITY OF THRACE   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 77956551565     PISSN: 14349922     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-03220-2_12     Document Type: Conference Paper

References (31)

1. Boutalis, Y., Kottas, T.L., Christodoulou, M.: Adaptive etimation of fuzzy cognitive maps with proven stability and parameter convergence. IEEE Transactions on Fuzzy Systems 17, 874-889 (2009)
2. Bueno, S., Salmeron, J.L.: Benchmarking main activation functions in fuzzy cognitive maps. Expert Systems with Applications 36, 5221-5229 (2009)
3. Chytas, P., Glykas, M., Staikouras, C., Valiris, G.: Performance measurement in a greek financial institute using the balanced scorecard. Journal of Measuring Business Excellence 10, 87-98 (2006)
4. Ghazanfari, M., Alizadeh, S., Fathian, M., Koulouriotis, D.E.: Comparing simulated annealing and genetic algorithm in learning FCM. Applied Mathematics and Computation 192, 56-68 (2007)
5. Glykas, M., Xirogiannis, G.: A soft knowledge modeling approach for geographically dispersed financial organizations. Soft Computing 9, 579-593 (2004)
6. Haykin, S.: Neural Networks-a comprehensive foundation, 2nd edn. Prentice Hall, Englewood Cliffs (1999)
7. Khan, M.S., Quaddus, M.: Group decision support using fuzzy cognitive maps for causal reasoning. Group Decision and Negotiation 13, 463-480 (2004)
8. Kosko, B.: Fuzzy Cognitive Maps. International Journal Man-Machine Studies 24, 65-75 (1986)
9. Koulouriotis, D.E., Diakoulakis, I.E., Emiris, D.M.: Learning fuzzy cognitive maps using evolution strategies: a novel schema for modeling and simulating high-level behavior. IEEE Congr. Evolutionary Computation, 364-371 (2001a)
10. Koulouriotis, D.E., Diakoulakis, I.E., Emiris, D.M.: A fuzzy cognitive map-based stock market model: synthesis, analysis and experimental results. In: IEEE International Conference on Fuzzy Systems (FUZZ 2001), vol. 1, pp. 465-468 (2001b)
11. Koulouriotis, D.E., Diakoulakis, I.E., Emiris, D.M.: Realism in fuzzy cognitive maps: incorporating synergies and conditional effects. In: IEEE International Conference on Fuzzy Systems (FUZZ 2001), vol. 3, pp. 1179-1182 (2001c)
12. Koulouriotis, D.E., Diakoulakis, I.E., Emiris, D.M.: Anamorphosis of fuzzy cognitive maps for operation in ambiguous and multi-stimulus real world environments. In: IEEE International Conference on Fuzzy Systems (FUZZ 2001), vol. 3, pp. 1156-1159 (2001d)
13. Koulouriotis, D.E., Diakoulakis, I.E., Emiris, D.M., Antonidakis, E.N., et al.: Efficiently modeling and controlling complex dynamic systems using evolutionary fuzzy cognitive maps. International Journal of Computational Cognition 1, 41-65 (2003) (invited Paper)
14. Koulouriotis, D.E.: Investment analysis and decision making in markets using adaptive fuzzy causal relationships. Operational Research: an International Journal 4, 213-233 (2004)
15. Koulouriotis, D.E., Diakoulakis, I.E., Emiris, D.M., Zopounidis, C.D.: Development of dynamic cognitive networks as complex systems approximators: validation in financial time series. Applied Soft Computing 5, 157-179 (2005)
16. Langlet, F., Abdulkader, H., Roviras, D., Mallet, A., et al.: Comparison of neural network adaptive predistortion techniques for satellite down links. In: Proceedings of International Joint Conference on Neural Networks, pp. 709-714 (2001) (Pubitemid 32794919)
17. Pajares, G., de la Cruz, J.M.: Fuzzy cognitive maps for stereovision matching. Pattern Recognition 39, 2101-2114 (2006)
18. Papageorgiou, E.I., Stylios, C.D., Groumpos, P.P.: Fuzzy cognitive map learning based on nonlinear Hebbian rule. In: Australian Conference on Artificial Intelligence, pp. 256-268 (2003)
19. Papageorgiou, E.I., Stylios, C.D., Groumpos, P.P.: Active Hebbian learning algorithm to train fuzzy cognitive maps. International Journal of Approximate Reasoning 37, 219-249 (2004)
20. Papageorgiou, E.I., Parsopoulos, K.E., Stylios, C.S., Groumpos, P.P., et al.: Fuzzy cognitive maps learning using particle swarm intelligence. Journal of Intelligence Information Systems 25, 95-121 (2005)
21. Papakostas, G.A., Karras, D.A., Mertzios, B.G., Boutalis, Y.S.: An efficient feature extraction methodology for computer vision applications using wavelet compressed Zernike moments. ICGST International Journal on Graphics, Vision and Image Processing, Special Issue: Wavelets and Their Applications SI1, 5-15 (2005)
22. Papakostas, G.A., Boutalis, Y.S., Koulouriotis, D.E., Mertzios, B.G.: A first study of pattern recognition by using fuzzy cognitive maps. In: 13th International Workshop on Systems, Signals and Image Processing (IWSSIP 2006), pp. 369-374 (2006)
23. Papakostas, G.A., Boutalis, Y.S., Koulouriotis, D.E., Mertzios, B.G.: Fuzzy cognitive maps for pattern recognition applications. International Journal of Pattern Recognition and Artificial Intelligence 22, 1461-1468 (2008)
24. Stach, W., Kurgan, L., Pedrycz, W., Reformar, M.: Genetic learning of fuzzy cognitive Maps. Fuzzy Sets and Systems 153, 371-401 (2005) (Pubitemid 40682456)
25. Stach, W., Kurgan, L.A., Pedrycz, W.: Numerical and linguistic prediction of time series with the use of Fuzzy Cognitive Maps. IEEE Transactions on Fuzzy Systems 16, 61-72 (2008)
26. Tsadiras, A.K.: Comparing the inference capabilities of Binary, Trivalent and Sigmoid fuzzy cognitive maps. Information Sciences 178, 3880-3894 (2008)
27. UCI-Machine Learning Repository, http://archive.ics.uci.edu/ml/datasets. html
28. Xirogiannis, G., Stefanou, J., Glykas, M.: A fuzzy cognitive map approach to support urban design. Expert Systems with Applications 26, 257-268 (2004a)
29. Xirogiannis, G., Glykas, M.: Fuzzy cognitive maps in business analysis and performance driven change. IEEE Transactions on Engineering Management 51, 334-351 (2004b)
30. Xirogiannis, G., Glykas, M.: Intelligent modeling of e-business maturity. Expert Systems with Applications 32, 687-702 (2007)
31. Xirogiannis, G., Chytas, P., Glykas, M., Valiris, G.: Intelligent impact assessment of HRM to the shareholder value. Expert Systems with Applications 35, 2017-2031 (2008)