1 |
J.-H. Seo, Y. H. Lee, Y.-H. Kim, "Feature selection to predict very short-term heavy rainfall based on differential evolution", Journal of Korean Institute of Intelligent Systems, vol. 22, no. 6, pp. 706-714, 2012
DOI
|
2 |
R. J. Kuligowski, A. P. Barros, "Localized precipitation forecasts from a numerical weather prediction model using artificial neural networks", Weather and Forecasting, vol. 13, no. 4, pp. 1194-1204, 1998
DOI
|
3 |
S. Lee, S. Cho, P. M. Wong, "Rainfall prediction using artificial neural networks", Journal of Geographic Information and Decision Analysis, vol. 2, no. 2, pp. 233-242, 1998
|
4 |
T. Hall, H. E. Brooks, C. A. Doswell III, "Precipitation forcasting using a neural network", Weather and Forecasting, vol. 14, no. 3, pp. 338-345, 1999
DOI
|
5 |
K. C. Luk, J. E. Ball, A. Sharma, "An application of artificial neural networks for rainfall forecasting", Mathematical and Computer Modelling, vol. 33, no. 6-7, pp. 683-693, 2001
DOI
|
6 |
M. C. V. Ramirez, H. F. C. Velho, N. J. Ferreira, "Artificial neural network technique for rainfall forecasting applied to the Sao Paulo region", Journal of Hydrology, vol. 301, nos. 1-4, pp. 146-162, 2005
DOI
|
7 |
H.-K. Kim, W.-Y. Choi, S.-K. Oh, "Design of summer very short-term precipitation forecasting pattern in metropolitan area using optimized RBFNNs", Journal of Korean Institute of Intelligent Systems, vol. 23, no. 6, pp. 533-538, 2013
DOI
|
8 |
H.-M. Kim, S.-K. Oh, Y.-H. Lee, "Design of heavy rain advisory decision model based on optimized RBFNNs using KLAPS reanalysis data", Journal of Korean Institute of Intelligent Systems, vol. 23, no. 5, pp. 473-478, 2013
DOI
|
9 |
G. E. Hinton, S. Osindero, Y.-W. Teh, "A fast learning algorithm for deep belief nets", Neural Computation, vol. 18, no. 7, pp. 1527-1554, 2006
DOI
|
10 |
A. Dai, K. E. Trenberth, T. R. Karl, "Effects of clouds, soil moisture, precipitation, and water vapor on diurnal temperature range", Journal of Cliamate, vol. 12, no. 8, pp. 2451-2473, 1999
DOI
|
11 |
S. Samarasinghe, Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition, CRC Press, 2006
|
12 |
I. T. Jolliffe, D. B. Stephenson, Forecast Verification: a Practitioner's Guide in Atmospheric Science, John Wiley & Sons, 2012
|
13 |
R. J. Donaldson, R. M. Dyer, M. J. Kraus, "Objective evaluator of technique for predicting severe weather events", Bulletin of the American Meteorological Society, vol 56, no. 7, 1975
|
14 |
P. J. Roebber, "Visualizing multiple measures of forecast quality", Weather and Forecasting, vol. 24, no. 2, pp. 601-608, 2009
DOI
|