Acknowledgement
본 논문은 2022년도 동서대학교 "Dongseo Cluster Project"지원에 의하여 이루어진 것임.(DSU-2022002)
References
- Y. Kim, D. Kim, and S. Lee, "Prediction of Temperature and Heat Wave Occurrence for Summer Season Using Machine Learning," J. of Korean Society of Disaster and Security, vol. 13, no. 2, June. 2020, pp. 27-38.
- J. Jo, "Time Series Data Processing Deep Learning system for Prediction of Hospital Outpatient Number," J. of the Korea Institute of Electronic Communication Sciences, vol. 16, no. 2, Apr. 2021, pp. 313-318.
- S. Jung, J. Koh, and S. Lee, "Recurrent Neural Network based Prediction System of Agricultural Photovoltaic Power Generation," J. of the Korea Institute of Electronic Communication Sciences, vol. 17, no. 5, Oct. 2022, pp. 825-832.
- H. Kwon, J. Yoo, and L. Yang, "A Hybrid Inference System for Efficiently Controlling Reversible Lane," J. of the Korea Society of Computer and Information, vol. 17, no. 11, Nov. 2012, pp. 19-26. https://doi.org/10.9708/jksci/2012.17.11.019
- S. Kang, "Calculation of appropriate speed limits for urban roads using traffic information big data," Doctoral Thesis, University of Seoul, 2017.
- G. Baek, J. Lee, and M. Park, "Development of Auto Traffic Light Control System for Prevention of Traffic Jam," J. of the Convergence Signal Processing Society, vol. 15, no. 4, Oct. 2014, pp. 148-154.
- G. Lee and S. Lee, "Universal Prediction System Realization Using RNN," The J. of Korean Institute of Information Technology, vol. 16, no. 10, Oct. 2018, pp. 11-20. https://doi.org/10.14801/jkiit.2018.16.10.11
- S. Hochreiter, and J. Schmidhuber, "Long Short-Term Memory", Neural Comput, vol. 9, no. 8, Nov. 1997, pp. 1735-1780. https://doi.org/10.1162/neco.1997.9.8.1735
- M. Aqib, R. Mehmood, A. Alzahrani, I. Katib, A. Albeshri, and S. Altowaijri, "Smarter Traffic Prediction Using Big Data, In-Memory Computing, Deep Learning and GPUs," Sensors, vol. 19, no. 9, May. 2019, pp. 2206-2239. https://doi.org/10.3390/s19092206
- Y. Lv, Y. Duan, W. Kang, Z. Li, and F. Wang, "Traffic Flow Prediction With Big Data: A Deep Learning Approach," in IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 2, Apr. 2015, pp. 865-873.