Genetic Programming Bibliography entries for Nikolay Nikolaev

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GP coauthors/coeditors: Lilian M de Menezes, Hitoshi Iba, Vanio Slavov,

Genetic Programming Articles by Nikolay Nikolaev

  1. Lilian M. de Menezes and Nikolay Y. Nikolaev. Forecasting with genetically programmed polynomial neural networks. International Journal of Forecasting, 22(2):249-265, 2006. details

  2. Nikolay Y. Nikolaev and H. Iba. Learning polynomial feedforward neural networks by genetic programming and backpropagation. IEEE Transactions on Neural Networks, 14(2):337-350, 2003. details

  3. Nikolay Y. Nikolaev and Hitoshi Iba. Genetic Programming of Polynomial Harmonic Networks using the Discrete Fourier Transform. International Journal of Neural Systems, 12(5):399-410, 2002. details

  4. Nikolay Y. Nikolaev and Hitoshi Iba. Regularization Approach to Inductive Genetic Programming. IEEE Transactions on Evolutionary Computing, 54(4):359-375, 2001. details

  5. Nikolay I. Nikolaev and Hitoshi Iba. Accelerated Genetic Programming of Polynomials. Genetic Programming and Evolvable Machines, 2(3):231-257, 2001. details

  6. Nikolay I. Nikolaev and Vanio Slavov. Inductive Genetic Programming with Decision Trees. Intelligent Data Analysis, 2(1):31-44, 1998. details

Genetic Programming Books by Nikolay Nikolaev

Genetic Programming conference papers by Nikolay Nikolaev

  1. Nikolay Nikolaev and Lilian M. de Menezes and Hitoshi Iba. Overfitting Avoidance in Genetic Programming of Polynomials. In David B. Fogel and Mohamed A. El-Sharkawi and Xin Yao and Garry Greenwood and Hitoshi Iba and Paul Marrow and Mark Shackleton editors, Proceedings of the 2002 Congress on Evolutionary Computation CEC2002, pages 1209-1214, 2002. IEEE Press. details

  2. Nikolay Nikolaev and Hitoshi Iba. Genetic Programming using Chebishev Polynomials. In Lee Spector and Erik D. Goodman and Annie Wu and W. B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 89-96, San Francisco, California, USA, 2001. Morgan Kaufmann. details

  3. Nikolay Nikolaev and Hitoshi Iba. Genetic Programming of Polynomial Harmonic Models using the Discrete Fourier Transform. In Proceedings of the 2001 Congress on Evolutionary Computation CEC2001, pages 267-274, COEX, World Trade Center, 159 Samseong-dong, Gangnam-gu, Seoul, Korea, 2001. IEEE Press. details

  4. Hitoshi Iba and Nikolay Nikolaev. Genetic Programming Polynomial Models of Financial Data Series. In Proceedings of the 2000 Congress on Evolutionary Computation CEC00, volume 2, pages 1459-1466, La Jolla Marriott Hotel, La Jolla, California, USA, 2000. IEEE Press. details

  5. Hitoshi Iba and Nikolay Nikolaev. Financial data prediction by means of genetic programming. In Computing in Economics and Finance, Universitat Pompeu Fabra, Barcelona, Spain, 2000. details

  6. Nikolay Nikolaev and Hitoshi Iba. Automated Discovery of Polynomials by Inductive Genetic Programming. In Jan M. Zytkow and Jan Rauch editors, Proceedings of the 3rd European Conference on Principles of Data Mining and Knowledge Discovery (PKDD-99), volume 1704, pages 456-461, Prague, Czech Republic, 1999. Springer. details

  7. Nikolay I. Nikolaev and Vanio Slavov. The Dynamics of Biased Inductive Genetic Programming. In John R. Koza and Wolfgang Banzhaf and Kumar Chellapilla and Kalyanmoy Deb and Marco Dorigo and David B. Fogel and Max H. Garzon and David E. Goldberg and Hitoshi Iba and Rick Riolo editors, Genetic Programming 1998: Proceedings of the Third Annual Conference, pages 260-268, University of Wisconsin, Madison, Wisconsin, USA, 1998. Morgan Kaufmann. details

  8. Nikolay I. Nikolaev and Vanio Slavov. Concepts of Inductive Genetic Programming. In Wolfgang Banzhaf and Riccardo Poli and Marc Schoenauer and Terence C. Fogarty editors, Proceedings of the First European Workshop on Genetic Programming, volume 1391, pages 49-60, Paris, 1998. Springer-Verlag. details

  9. Vanio Slavov and Nikolay I. Nikolaev. Inductive Genetic Programming and Superposition of Fitness Landscapes. In Thomas Back editor, Genetic Algorithms: Proceedings of the Seventh International Conference, pages 97-104, Michigan State University, East Lansing, MI, USA, 1997. Morgan Kaufmann. details

  10. Vanyo Slavov and Nikolay I. Nikolaev. Fitness Landscapes and Inductive Genetic Programming. In George D. Smith and Nigel C. Steele and Rudolf F. Albrecht editors, Artificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference, ICANNGA97, pages 414-418, University of East Anglia, Norwich, UK, 1997. Springer-Verlag. published in 1998. details

  11. Nikolay I. Nikolaev and Vanio Slavov. Inductive Genetic Programming with Decision Trees. In Maarten van Someren and Gerhard Widmer editors, 9th European Conference on Machine Learning, volume 1224, pages 183-190, Prague, Czech Republic, 1997. Springer. details

Genetic Programming book chapters by Nikolay Nikolaev

Genetic Programming technical reports by Nikolay Nikolaev