Kaotik zaman serilerinin yapay sinir ağlarıyla kestirimi: Deprem verisi durumu







































































56
KAYNAKLAR Abarbanel, H. D. I., (1997), Tools for the Analysis of Chaotic Data, San Diego
Ablameyko, S., Goras, L., Gori, M., Piuri, V., (2003), Neural Networks for Instrumentation, Measurement and Related Industrial Applications , IOS Press, 120, 138, Crema
Agarwal, S., Biomedical Signals and Its Application in Prediction of Earthquake, Bareilly
Angeline, P. J., (1997), Evolving Predictors for Chaotic Time Series, New York
Ayten, U. E., (2004), Kaos ve Fraktallar, İstanbul
Bakker, R., Schouten, J. C., Giles, C. L., Takens, F., van den Bleek, C. M., (1998), Learning Chaotic Attractors by Neural Networks, Delft
Belaire-Franch, J., (1998), Recurrence Plots in Nonlinear Time Series Analysis: Free Software, Valencia
Carroll, T. L., Approximating Chaotic Time Series through Unstable Periodic Orbits, Washington DC
Castillo, E., Gutirrez, J. M., (1998), Nonlinear Time Series Modelling and Prediction Using Functional Networks. Extracting Information Masked by Chaos, Cantabria
Chan, M., Wong, C., Lam,C., (1997), Financial Time Series Forecasting by Neural Network Using Conjugate Gradient Learning Algorithm and Multiple Linear Regression Weight Initialization, Hong Kong
Chandre, C., Wiggins, S., Uzer, T., (2002), Time-Frequency Analysis of Chaotic Systems, Bristol
Cooper, G. R., McGillem, C. D., (1988), İşaret ve Sistem Analizinde Olasılık Yöntemleri, Yıldız Üniversitesi Yayınları, 128, İstanbul
Dangelmayr, G., Gadaleta, S., Hundley, D., Kirby, M., (1999), Time Series Prediction by Estimating Markov Probabilities Through Topology Preserving Maps, Colorado
Demirtaş, R., Yılmaz, R., (1998), Türkiyenin Sismotektoniği, Ankara
Dutch, S., (2003), Nobody Gets Out of Here Without Learning Some Geology, Wisconsin
Enescu, N., (1994), Seismic Data Processing Using Nonlinear Prediction and Neural Networks, Tampere
Fırat, U., (2005), Yapay Sinir Ağı Kullanarak Deprem Eğiliminin Kestirimi, Deprem Sempozyumu, 23-25 Mart 2005, Kocaeli
Fırat, U., (2004), Deprem Tahmini İçin Farklı Yapay Sinir Ağı Yapılarının Karşılaştırılması, İstanbul
Fırat, U., (2004), İşaret İşleme ve Yapay Sinir Ağları, İstanbul
Foka, A., (1999), Time Series Prediction Using Evolving Polynomial Neural Networks, Master of Science Thesis at the University of Manchester, Manchester
Frank, R. J., Davey, N., Hunt, S.P., (1997), Time Series Prediction and Neural Networks, Hatfield
Freeman, J. A., Skapura, D. M., (1991), Neural Networks Algorithms, Applications, and Programming Techniques, Houston
Golovko, V., Savitsky, Y., Maniakov, N., Rubanov, V., (2001), Some Aspects of Chaotic Time Series Analysis, Minsk



67. SAYFAYA BENZER SAYFALAR

Yapay sinir ağları ile finansal tahmin - Sayfa 155
Kutsurelis, J.A., Terasava, K., Gates, W.R., Forecasting Financial Markets Using Neural Networks: An Analysis Of Methods And Accuracy, Master Thesis, Naval Postgraduate School, Monterey, California, 1998. Lendasse, A., Lee, J., de Bodt, E., Wertz, V., Verleysen, M., “Input Data Reduction For The Prediction Of Financial Time Series”, ESANN’2001 Proceedings – European Symposium On Artificial Neur...
En küçük kareler destek vektör mekanizmalarını kullanarak darbeler arası zaman ölçümü ile elde edilen kaotik zaman serilerinin tahmini - Sayfa 88
74 Maesschalck, R. D., Jouan-Rimbaud, D. and Massart, D. L., The Mahalanobis Distance, Chemometrics and Intelligent Laboratory Systems, Vol 50, Issue 1, 1-18, 2000. Mattera, D. and Haykin, S., Support Vector Machines for Dynamic Reconstruction of a Chaotic System. In Advances in Kernel Methods: Support Vector Learning, ed. B. Schölkopf, C. J. C. Burges and A. J. Smola, Cambridge, MA: The MIT Pre...

67. SAYFADAKI ANAHTAR KELIMELER

time
prediction
using
networks
network
series


67. SAYFA ICERIGI

56
KAYNAKLAR Abarbanel, H. D. I., (1997), Tools for the Analysis of Chaotic Data, San Diego
Ablameyko, S., Goras, L., Gori, M., Piuri, V., (2003), Neural Networks for Instrumentation, Measurement and Related Industrial Applications , IOS Press, 120, 138, Crema
Agarwal, S., Biomedical Signals and Its Application in Prediction of Earthquake, Bareilly
Angeline, P. J., (1997), Evolving Predictors for Chaotic Time Series, New York
Ayten, U. E., (2004), Kaos ve Fraktallar, İstanbul
Bakker, R., Schouten, J. C., Giles, C. L., Takens, F., van den Bleek, C. M., (1998), Learning Chaotic Attractors by Neural Networks, Delft
Belaire-Franch, J., (1998), Recurrence Plots in Nonlinear Time Series Analysis: Free Software, Valencia
Carroll, T. L., Approximating Chaotic Time Series through Unstable Periodic Orbits, Washington DC
Castillo, E., Gutirrez, J. M., (1998), Nonlinear Time Series Modelling and Prediction Using Functional Networks. Extracting Information Masked by Chaos, Cantabria
Chan, M., Wong, C., Lam,C., (1997), Financial Time Series Forecasting by Neural Network Using Conjugate Gradient Learning Algorithm and Multiple Linear Regression Weight Initialization, Hong Kong
Chandre, C., Wiggins, S., Uzer, T., (2002), Time-Frequency Analysis of Chaotic Systems, Bristol
Cooper, G. R., McGillem, C. D., (1988), İşaret ve Sistem Analizinde Olasılık Yöntemleri, Yıldız Üniversitesi Yayınları, 128, İstanbul
Dangelmayr, G., Gadaleta, S., Hundley, D., Kirby, M., (1999), Time Series Prediction by Estimating Markov Probabilities Through Topology Preserving Maps, Colorado
Demirtaş, R., Yılmaz, R., (1998), Türkiyenin Sismotektoniği, Ankara
Dutch, S., (2003), Nobody Gets Out of Here Without Learning Some Geology, Wisconsin
Enescu, N., (1994), Seismic Data Processing Using Nonlinear Prediction and Neural Networks, Tampere
Fırat, U., (2005), Yapay Sinir Ağı Kullanarak Deprem Eğiliminin Kestirimi, Deprem Sempozyumu, 23-25 Mart 2005, Kocaeli
Fırat, U., (2004), Deprem Tahmini İçin Farklı Yapay Sinir Ağı Yapılarının Karşılaştırılması, İstanbul
Fırat, U., (2004), İşaret İşleme ve Yapay Sinir Ağları, İstanbul
Foka, A., (1999), Time Series Prediction Using Evolving Polynomial Neural Networks, Master of Science Thesis at the University of Manchester, Manchester
Frank, R. J., Davey, N., Hunt, S.P., (1997), Time Series Prediction and Neural Networks, Hatfield
Freeman, J. A., Skapura, D. M., (1991), Neural Networks Algorithms, Applications, and Programming Techniques, Houston
Golovko, V., Savitsky, Y., Maniakov, N., Rubanov, V., (2001), Some Aspects of Chaotic Time Series Analysis, Minsk

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