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NTIS 바로가기디지털융복합연구 = Journal of digital convergence, v.19 no.2, 2021년, pp.215 - 220
이기혁 (한양대학교 전자공학과) , 황우성 (한양대학교 전기전자제어계측공학과) , 최명렬 (한양대학교 전자공학부)
In order to reduce the harmful effects on the human body caused by the recent increase in the generation of fine dust in Korea, there is a need for technology to help predict the level of fine dust and take precautions. In this paper, we propose a 1D Convolutional-Recurrent Neural Network (1-D CRNN)...
H. S. Kim, Kim, D. S., Kim, H., & Yi, S. M. (2012). Relationship between mortality and fine particles during Asian dust, smog-Asian dust, and smog days in Korea. International journal of environmental health research, 22(6). 518-530.
Y. P. Kim. (2006). (Invited paper)Air Pollution in Seoul Caused by Aerosols KOSAE, 22(5), 535-553.
Kim, H. S., Kim, D. S., Kim, H., & Yi, S. M. (2012). Relationship between mortality and fine particles during Asian dust, smog-Asian dust, and smog days in Korea. International journal of environmental health research, 22(6). 518-530.
Graves, A., & Schmidhuber, J. (2009). Offline handwriting recognition with multidimensional recurrent neural networks. In Advances in neural information processing systems, 545-552.
LeCun, Y., Bottou, L., Bengio, Y., & Haffner, P. (1998). Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11), 2278-2324.
Hinton, G. E., Osindero, S., & Teh, Y. W. (2006). A fast learning algorithm for deep belief nets. Neural computation, 18(7), 1527-1554.
Montgomery, D. C., Peck, E. A., & Vining, G. G. (2012). Introduction to linear regression analysis (Vol. 821). Hoboken : John Wiley & Sons.
T. Y. Kim. (2019). Python Deep Learning Keras with Blocks. Seoul : Digital books.
Greff, K., Srivastava, R. K., Koutnik, J., Steunebrink, B. R., & Schmidhuber, J. (2016). LSTM: A search space odyssey. IEEE transactions on neural networks and learning systems, 28(10), 2222-2232.
Christoffersen, P., & Jacobs, K. (2004). The importance of the loss function in option valuation. Journal of Financial Economics, 72(2), 291-318.
Kingma, D. P., & Ba, J. (2014). Adam: A method for stochastic optimization.ar Xiv preprint arXiv, 1412.6980.
S. A. Park, & H. J. Shin. (2017). Analysis of the Factors Influencing PM2.5 in Korea : Focusing on Seasonal Factors. Journal of Environmental Policy and Administration, 25(1), 227-248.
Korea Meteological Office. (2019). Yellow dust observation. Korea Meteorological Agency, Weather Data Opening Portal. https://data.kma.go.kr/data/climate/selectDustRltmList.do?pgmNo68
young-0. Beijing Air Quality: pm2.5. monthly comparison. http://www.young-0.com/airquality/
D. Y. Wi. (2017.11.2.) Fine dust prediction accuracy, actually only 50%. Electimes, No. 3345, p. 12.
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