References
- J. Y. Kim, S. J. Lee. (2021). A Study on the Subjective Health Perception of Residents of Public Rental Housing and General Apartment Housing. The Korean Association for Policy Studies, 30(1), 261-288. DOI : 10.33900/KAPS.2021.30.1.10
- Y. S. Moh, S. T. Han, K. P. Yeon & H. C. Kang. (2015). A Study on Variable Importance Measures in Multiple Regression Analysis. Journal of The Korean Data Analysis Society, 17(6), 2981-2990. UCI : G704-000930.2015.17.6.020
- J. Y. Heo. (2015). SVM based Stock Price Forecasting Using Financial Statements. KIISE Transactions on Computing Practices, 21(3), 167-172. UCI : G704-A00398.2015.21.3.001 https://doi.org/10.5626/KTCP.2015.21.3.167
- J. P. Ryu, C. H. Han & H. J. Shin. (2016). Sector Investment strategies Using Big Data Trends. Journal of the Korea Academia-Industrial, 13(1), 111-121. UCI : I410-ECN-0102-2017-560-000095063
- S. H. Hong. (2020). Research on Stock price prediction system based on BLSTM. Journal of the Korea Convergence Society, 11(10), 19-24. DOI : 10.15207/JKCS.2020.11.10.019
- H. S. Hwang. (2021). Hybrid Machine Learning Model for Predicting the Direction of KOSPI Securities. Journal of the Korea Convergence Society, 12(6), 9-16. DOI : 10.15207/JKCS.2021.12.6.009
- S. W. Bae & J. S. Yu. (2018). Estimation of the Apartment Housing Price Using the Machine Learning Methods: The Case of Gangnam-gu, Seoul. Korea Real Estate Analysts Association, 24(1), 69-85. DOI : 10.19172/KREAA.24.1.5
- S. A. KIM & H. J. Jung. (2020). Prediction on the Housing Auction Market Using Deep Learning. Journal of the Korea Real Estate Management Review, 21(21), 7-26. DOI : 10.37642/JKREMR.2020.21.1
- J. Y. Lee & J. P. Ryu. (2021). Prediction of Housing Price Index Using Artificial Neural Network. Journal of the Korea Academia-Industrial cooperation Society, 22(4), 228-234. DOI : 10.5762/KAIS.2021.22.4.228
- Q. Cao, K. B. Leggio & M. J. Schniederjans. (2005). A comparison between Fama and French's model and artificial neural networks in predicting the Chinese stock market. Computers & Operations Research, 32(10), 2499-2512. DOI : 10.0.3.248/j.cor.2004.03.015
- J. Gu, M. Zhu & L. Jiang. (2013). Housing price forecasting based on genetic algorithm and support vector machine. Expert Systems with Applications, 38(4), 3383-3386. DOI : 10.1016/j.eswa.2010.08.123
- J. G, Kim. (2011). An Empirical Analysis on the Relationship between Stock Price, Interest Rate, Price Index and Housing Price using VAR Model. The Journal of Asian Finance, Economics and Business, 11(10), 63-72. DOI : 10.15722/jds.11.10.201310.63
- J. P, Ryu, H. J. Shin, M. H. Kim & J. G. Back. (2017). Pattern Analysis of Stock Prices Using Machine Learning and Data Visualization. Journal of Information Technology and Architecture, 14(2), 189-198.
- J. H, Jang & J. S. Oh. (2019). Study on Load Analysis of Propulsion System using SOM. International Journal of Ocean System Engineering, 33(5), 447-453. DOI : 10.26748/KSOE.2019.012
- T. Kohonen. (1990). The self-organizing map. Proceedings of the IEEE, 78(9), 1464-1480. DOI : 10.1109/5.58325
- G. S, Houng. (2020). A Study of the Effect of Transactions Involving Out-of-Town Buyers on Apartment Prices. Korea Real Estate Review, 30(4), 33-44. DOI : 10.35136/krer.30.4.3