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연구

AI in Finance

 

저자 Oh, K.J., Han, I. 

발표 일자 2000-08-01 

논문명 Using Change-Point Detection to support Artificial Neural Networks for Interest Rates Forecasting 

학술지 Expert Systems with Applications , 19(2), 105-115 

 

저자 Oh, K.J., Han, K. 

발표 일자 2002-01-01

논문명 Piecewise nonlinear model for financial time series forecasting with artificial neural networks

학술지 Intelligent Data Analysis, 3(2), 175-185

 

저자 Kim, T.Y., Oh, K.J., Kim, C., Do, J.D. 

발표 일자 2004-06-01 

논문명 Artificial Neural Networks for Non-Stationary Time Series 

학술지 Neurocomputing , 61, 439-447 

 

저자 Oh, K.J., Roh, T.H., Moon, M.S. 

발표 일자 2005-01-01 

논문명 Developing Time-based Clustering Neural Networks to use Change-Point Detection: Application to Financial Time Series 

학술지 Asia-Pacific Journal of Operational Research, 22(1), 51-70. 

 

저자 Oh, K.J., Moon, M.S., Kim, T.Y. 

발표 일자 2005-10-01 

논문명 Variance Change Point Detection via Artificial Neural Networks for Data Separation 

학술지 Neurocomputing, 68, 239-250 

 

저자 Ahn, J.J., Lee, S.J., Oh, K.J., Kim, T.Y. 

발표 일자 2009-01-01 

논문명 Intelligent Forecasting for Financial Time Series subject to Structural Changes 

학술지 Intelligent Data Analysis, 13(1), 151-163 

 

저자 Ahn, J.J., Byun, H.W., Oh, K.J., Kim, T.Y. 

발표 일자 2012-07-01 

논문명 Using Ridge Regression with Genetic Algorithm to Enhance Real Estate Appraisal Forecasting 

학술지 Expert Systems with Applications, 39(9), 8369-8379 

 

저자 Ahn, J.J., Kim, D.H., Oh, K.J., Kim, T.Y. 

발표 일자 2012-08-01 

논문명 Applying Option Greeks to Directional Forecasting of Implied Volatility in the Options Market: An Intelligent Approach 

학술지 Expert Systems with Applications, 39(10), 9315-9322 

 

저자 Han, S.K., Ahn, J.J., Oh, K.J., Kim, T.Y. 

발표 일자 2015-04-01 

논문명 A New Methodology for Carbon Price Forecasting in EU-ETS 

학술지 Expert Systems 32(2), 228-243 

 

저자 Kang, J., Lee, H.J., Jeong, S.H., Lee, H.S., Oh, K.J.

발표 일자 2020-04-05

논문명 Developing a Forecasting Model for Real Estate Auction Prices Using Artificial Intelligence

학술지 Sustainability, 12(7), 2899

 

저자 Yoo, S.H., Jeon, S.Y, Jeong, S.H., Lee, H.S., Ryou, H.S., Park, T.H., Choi, Y.J., Oh, K.J.

발표 일자 2021-10-26

논문명 Prediction of the Change Points in Stock Markets Using DAE-LSTM

학술지 Sustainability, 13(21), 11822

 

저자 Jeong, S.H., Lee, H.S., Nam, H., Oh, K.J.

발표 일자 2021-01-20

논문명 Using a Genetic Algorithm to Build a Volumne Weighted Average Price Model in a Stock Market

학술지 Sustainability, 13(3), 1011

 

저자 Lim, H. W., Jeong, S. H., Oh, K. J., Lee, H. S.

발표 일자 2022-11-01

논문명 Neural network foreign exchange trading system using CCS-IRS basis: Empirical evidence from Korea

학술지 Expert Systems with Applications, 205

 

저자 Kim, S. H., Lee, H. S., Park, J. S., Yoo, S. H., Oh, K. J.,

발표 일자 2023-09-01

논문명 Combining CNN and Grad-CAM for profitability and explainability of investment strategy: Application to the KOSPI 200 futures

학술지 Expert Systems with Applications, 120086