Publications on eClass

Books

P.P. Angelov, Evolving Rule-based Models: A Tool for Design of Flexible Adaptive Systems, Springer-Verlag, Heidelberg, New York, 2002, ISBN 3-7908-1457-1

Contribution to Scholarpedia:

Plamen Angelov (2008) Evolving fuzzy systems. Scholarpedia, 3(2): 6274

Journal papers (peer reviewed):

1. P. Angelov, X. Zhou, Evolving Fuzzy-Rule-based Classifiers from Data Streams, IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, special issue on Evolving Fuzzy Systems, December 2008, vol. 16, No6, pp.1462-1475
2. P. Angelov, E. Lughofer and X. Zhou, Evolving Fuzzy Classifiers with Different Architectures, Fuzzy Sets and Systems, vol. 159, pp.3160-3182, 2008
3. C. Xydeas, P. Angelov, S. Chiao and M. Reoullas, Advances in EEG Signals Classification via Dependant HMM models and Evolving Fuzzy Classifiers, International Journal on Computers in Biology and Medicine, special issue on Intelligent Technologies for Bio-Informatics and Medicine, vol.36, issue 10, pp.1064-1083, Oct. 2006

Patents 

Papers in proceedings of international conferences (peer reviewed)

1. P. Angelov, X. Zhou, E. Lughofer, D. Filev, Architectures of Evolving Fuzzy Rule-based Classifiers, Proc. 2007 IEEE International Conference on Systems, Man, and Cybernetics, 7-10 October, 2007, Montreal, Canada, ISBN 1-4244-0991-8/07, pp.2050-2055
2. E. Lughofer, P. Angelov, X. Zhou, Evolving Single- and Multi-Model Fuzzy Classifiers with FLEXFIS-Class, In Proc. of the 2007 IEEE International Conference on Fuzzy Systems, 23-26 July, 2007, London, UK, pp.363-368, ISBN 1-4244-1210-2/07
3. P. Angelov, X. Zhou, F. Klawonn, Evolving Fuzzy Rule-based Classifiers, First 2007 IEEE International Conference on Computational Intelligence Applications for Signal and Image Processing, April 1-5, 2007, Honolulu, Hawaii, USA, pp.220-225
4. F. Klawonn, P. Angelov, Evolving Extended Naive Bayes Classifier, In: S. Tsumoto, C.W. Clifton, N. Zhong, X. Wu, J. Liu, B.W. Wah, Y.-M. Cheung: Proc. Sixth IEEE International Conference on Data Mining. IEEE, Los Alamitos (2006), pp. 643-647 (ISBN 0769527027)