Forecast of the Daily Inflow with Artificial Neural Network using Wavelet Transform at Chungju Dam |
Ryu, Yongjun
(School of Civil and Environmental Engineering, Yonsei Univ.)
Shin, Ju-Young (School of Civil and Environmental Engineering, Yonsei Univ.) Nam, Woosung (School of Civil and Environmental Engineering, Yonsei Univ.) Heo, Jun-Haeng (School of Civil and Environmental Engineering, Yonsei Univ.) |
1 | Baek, U.J., Kang, S.J., and Chung, C.B. (1998). "Comparison of Various Denoising Algorithms Using Wavelet Transformation." Theories and Applications of Chemical Engineering, Vol. 4, No. 2, pp. 2313-2316. |
2 | Bishop, C.M. (1995). "Neural networks for pattern recognition." Oxford. pp. 140-148. |
3 | Cannas, B., Fanni, A., See, L., and Sias, G. (2006). "Data preprocessing for river flow forecasting using neural networks: wavelet transforms and data partitioning." Physics and Chemistry of the Earth, Vol. 31, No. 18, pp. 1164-1171. DOI |
4 | Cho, Y.J., and Kim, J.M. (1998). "Water Supply forecast Using Multiple ARMA Model Based on the Analysis of Water Consumption Mode with Wavelet Transform." Journal of Korea Water Resources Association, Vol. 31, No. 3, pp. 317-326. 과학기술학회마을 |
5 | Daniel, B.G., Francisco, J.D.P., David, G.O., Jose, F.D.H., Miriam, A.-R., Mario, M.Z., and Isabel, T.D. (2010). "Wavelet-Based denoising for traffic volume time series forecasting with self-organizing neural networks." Computer-Aided Civil and Infrastructure Engineering, Vol. 25, No. 7, pp. 530-545. DOI |
6 | Daubechies, I. (1988). "Orthonormal bases of compactly supported wavelets." Communications on Pure and Applied Mathematics, Vol. 41, No. 7, pp. 909-996. DOI |
7 | Daubechies, I. (1990). "The wavelet transform, timefrequency localization and signal analysis." IEEE Transactions on Information Theory, Vol. 36, No. 5, pp. 961-1005. DOI ScienceOn |
8 | Farge, M. (1992). "Wavelet transforms and their applications to turbulence." Annual Reviewof Fluid Mechanics, Vol. 24, pp. 395-457. DOI ScienceOn |
9 | Donoho, D.L., and Johnstone, I.M. (1994). "Ideal spatial adaptation by wavelet shrinkage." Biometrika, Vol. 81, No. 3, pp. 425-455. DOI ScienceOn |
10 | Donoho, D.L., and Johnstone, I.M. (1995). "Adapting to unknown smoothness via wavelet shrinkage." Journal of the Americal Statistical Associiation, Vol. 90, No. 432, pp. 1200-1224. DOI |
11 | Gao, J., Sultan, H., Hu, J., and Tung, W.W. (2010). "Denoising nonlinear time series by adaptive filtering and wavelet shrinkage: A comparison." IEEE Signal Process Letter, Vol. 17, No. 3, pp. 237-240. DOI |
12 | Graps, A. (1995). "An introduction to wavelets." IEEE Computational Science & Engineering, Vol. 2, No.2, pp. 50-61. DOI ScienceOn |
13 | Kim, T.W., and Valdes, J.B. (2003). "Nonlinear model for drought forecasting based on a conjunction of wavelet transforms and neural networks." Journal ofHydrologic Engineering, Vol. 8, No. 6, pp. 319-328. DOI |
14 | Ha, J.C., and Lee, D.H. (2010). "Working note for marketing analysis." Adambooks, p. 84. |
15 | Hsu, K., Gupta, H.V., and Sorooshian, S. (1995). "Artificial neural network modeling of rainfall-runoff process." Water Resources Research, Vol. 31, No. 10, p. 2517. |
16 | Jin, Y.H., Park, S.C., and Lee, Y.K. (2005). "Application of Wavelet Transform for Extraction of long-and Short-term Components in a Hydrological Time Series." KSCE Journal of Civil Engineering, Vol. 25, No. 6B, pp. 493-499. 과학기술학회마을 |
17 | Torrence, C., and Compo, G.P. (1998). "A practical guide to wavelet analysis." Bulletin ofAmerican Meteorological Society, Vol. 79, No. 1, pp. 61-78. DOI ScienceOn |
18 | Kozlowski, B. (2005). "Time series denoising with wavelet transform." Journal of Telecomunications and Information Technology, Vol. 3, pp. 91-95. |
19 | Lee, N.Y., and Kim, Y.Y. (1999). "What is the Wavelet?" Korean Society for Noise and Vibration Engineering (KSNVE), Vol. 9, No. 5, pp. 867-875. |
20 | Smith, L.C., Turcotte, D.L., and Isacks, B.L. (1998). "Stream flow characterization and feature detection using a discrete wavelet transform." Hydrological Processes, Vol. 12, No. 2, pp. 233-249. DOI |