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

발표 일자 2010-06-01 

논문명 Using rough set to support investment strategies of real-time trading in futures market 

학술지 Applied Intelligence, 32, 364-377 

 

저자 Lee, S.J., Oh, K.J., Kim, T.Y. 

발표 일자 2012-06-01 

논문명 How many reference patterns can improve profitability for real-time trading in futures market? 

학술지 Expert Systems with Applications, 39(8), 7458-7470 

 

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

발표 일자 2015-05-01 

논문명 Using a Principal Component Analysis to develop Multi-Currencies-Trading algorithms in the FX market 

학술지 Intelligent Data Analysis 19(3) 683-697

 

저자 Kim, Y.M., Ahn, W.B., Oh, K.J., Enke, D.
발표 일자 2017-02-09
논문명 An intelligent hybrid trading system for discovering trading rules for the futures market using rough sets and genetic algorithms
학술지 Applied Soft Computing 55 127–140

 

저자 Kim, S.H., Lee, H.S., Ko, H.J., Jeong, S.H., Byun, H.W., Oh, K.J.

발표 일자 2018-12-6

논문명 Pattern Matching Trading System Based on the Dynamic Time Warping Algorithm

학술지 Sustainability, 10(12), 4641

 

저자 Ryou, H.S., Bae, H.H., Lee, H.S., Oh, K.J.

발표 일자 2020-08-10

논문명 Momentum Investment Strategy Using a Hidden Markov Model

학술지 Sustainability, 12, 7031

 

 

 

Portfolio Optimization

 

저자 Oh, K.J, Kim, T.Y., Min, S. 

발표 일자 2005-02-01 

논문명 Using Genetic Algorithm to support Portfolio Optimization for Index Fund Management 

학술지 Expert Systems with Applications , 28(2), 371-379 

 

저자 Oh, K.J., Kim, T.Y., Min, S.H., Lee, H.Y. 

발표 일자 2006-04-01 

논문명 Portfolio Algorithm based on Portfolio Beta using Genetic Algorithm 

학술지 Expert Systems with Applications, 30(3), 527-534 

 

저자 Donghyun Cheonga, Young Min Kim, Hyun Woo Byun, Kyong Joo Oh, Tae Yoon Kim

발표 일자 2017-12-15

논문명 Using genetic algorithm to support clustering-based portfolio optimization by investor information

학술지 Applied Soft Computing 61 593–602

 

저자 Ahn, W.B., Ceong, D.H., Kim, Y.M., Oh, K.J.

발표 일자 2018-09-01

논문명 Developing an enhanced portfolio trading system using k-means and genetic algorithms

학술지 International Journal of Industrial Engineering, 25(5), 559-568

 

저자 Kim, J.W., Shin, S.H., Lee, H.S., Oh, K.J.

발표 일자 2019-11-30

논문명 A Machine Learning Portfolio Allocation System for IPOs in Korean Markets Using GA-Rough Set Theory

학술지 Sustainability, 11(23), 6803

 

저자 Ahn, W.B., Lee, H.S., Ryou, H.S., Oh, K.J.

발표 일자 2020-01-23

논문명 Asset Allocation Model for a Robo-Advisor Using Financial Market Instability Index and Genetic Algorithms

학술지 Sustainability, 12(3), 849

 

 

 

Early Warning System

 

저자 Kim, T.Y., Oh, K.J., Sohn, I., Hwang, C. 

발표 일자 2004-05-01 

논문명 Usefulness of Artificial Neural Networks for Early Warning System of Economic Crisis 

학술지 Expert Systems with Applications , 26(4), 583-590 

 

저자 Oh, K.J., Kim, T.Y., Lee, H.Y., Lee, H. 

발표 일자 2005-12-01 

논문명 Using neural networks to support early warning system for financial crisis forecasting 

학술지 Lecture Notes in Computer Science, 3809, 284-296 

 

저자 Oh, K.J., Kim, T.Y., Kim, C. 

발표 일자 2006-05-01 

논문명 An early warning system for detection of financial crisis using financial market volatility 

학술지 Expert Systems, 23(2), 83-98 

 

저자 Oh, K.J., Kim, T.Y., Lee, H.Y., Lee, H. 

발표 일자 2006-12-01 

논문명 Using Neural Networks to Tune the Fluctuation of Daily Financial Condition Indicator for Financial Crisis Forecasting 

학술지 Lecture Notes in Computer Science, 4304, 607-616 

 

저자 Oh, K.J., Kim, T.Y. 

발표 일자 2007-04-01 

논문명 Financial Market Monitoring by Case-Based Reasoning 

학술지 Expert Systems with Applications, 32(3), 789-800 

 

저자 Son, I.S., Oh, K.J., Kim, T.Y., Kim, D.H. 

발표 일자 2009-04-01 

논문명 An early warning system for global institutional investors at emerging stock markets based on machine learning forecasting 

학술지 Expert Systems with Applications, 36(3), 4951-4957 

 

저자 Kim, D.H., Lee, S.J., Oh, K.J., Kim, T.Y. 

발표 일자 2009-07-01 

논문명 An Early Warning System for Financial Crisis using Stock Market Instability Index 

학술지 Expert System, 26(3), 260-273

 

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

발표 일자 2011-04-01 

논문명 Usefulness of support vector machine to develop an early warning system for financial crisis 

학술지 Expert Systems with Applications, 38(4), 2966-2973 

 

저자 Kim, Y.M., Han, S.K., Kim, T.Y., Oh, K.J., Luo, Z, Kim, C.H. 

발표 일자 2015-06-01 

논문명 Intelligent Stock Market Instability Index: Application to the Korean Stock Market 

학술지 Intelligent Data Analysis 19(4) 879-895

 

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

발표 일자 2009-11-01 

논문명 Stock Market Stability Index: An Intelligent Approach 

학술지 Intelligent Data Analysis, 13(6), 983-993 

 

저자 Ahn, J.J., Son I.S., Oh, K.J., Kim, T.Y., Song, M.K. 

발표 일자 2011-07-01 

논문명 Lag-L Forecasting and Machine Learning Algorithms 

학술지 Expert Systems 28(3), 269-282 

 

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

발표 일자 2012-04-01 

논문명 Bayesian Forecaster Using Class-Based Optimization 

학술지 Applied Intelligence, 36(3), 553-563 

 

 

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 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

 

 

 

AI Applications

 

저자 Kim, N.K., Lee, H.S., Oh, K.J., Choi, J.Y. 

발표 일자 2009-03-01 

논문명 Context-Aware Mobile Service for Routing the Fastest Subway Path 

학술지 Expert Systems with Applications, 36(2), 3319-3326 

 

저자 Kim, W.K., Han, S.K., Oh, K.J., Kim, T.Y., Ahn, H.C., Song, C.W. 

발표 일자 2010-05-01 

논문명 The dual analytic hierarchy process to prioritize emerging technologies 

학술지 Technological Forecasting & Social Change, 77(4), 566-577 

 

저자 Park, J.H., Ki, D.W., Lee, S.J., Kim, D.H., Oh, K.J. 

발표 일자 2011-05-01 

논문명 Using decision tree to develop a soil ecological quality assessment system for planning sustainable construction 

학술지 Expert Systems with Applications, 38(5), 5463-5470 

 

저자 KIM, K., Yoo, K., Ki, D., Son, I.S., Oh, K.J., Park, J. 

발표 일자 2011-07-01 

논문명 Decision-Tree-based data mining and rule induction for predicting and mapping soil bacterial diversity 

학술지 Environmental Monitoring and Assessment, 178(1-4), 595-610 

 

저자 Lee, S., Kim, W., Kim, Y.M., Oh, K.J. 

발표 일자 2012-06-01 

논문명 Using AHP to determine Intangible Priority Factors for Technology Transfer Adoption 

학술지 Expert Systems with Applications, 39(7), 6388-6395 

 

저자 Ahn, J.J., Kim, Y.M., Yoo, K., Park, J.,Oh, K.J. 

발표 일자 2012-11-01 

논문명 Using GA-Ridge regression to select hydro-geological parameters influencing groundwater pollution vulnerability 

학술지 Environmental Monitoring and Assessment, 184(11), 6637-6645 

 

저자 Lee, S., Kim, W., Kim, Y.M., Lee, H.Y., Oh, K.J. 

발표 일자 2014-09-01 

논문명 The prioritization and verification of IT emerging technologies using an analytic hierarchy process and cluster analysis 

학술지 Technological Forecasting & Social Change, 87, 292-304

 

저자 Yoo, K.J., Kumar, S.S., Ahn, J.J., Oh, K.J., Park, J.H.

발표 일자 2016-05-20

논문명 Decision tree-based data mining and rule induction for identifying hydrogeological parameters that influence groundwater pollution sensitivity

학술지 Journal of Cleaner Production, 122, 277-286

 

 

 

CRM

 

저자 Roh, T.H., Oh, K.J., Han, I. 

발표 일자 2003-10-01 

논문명 The Collaborative Filtering Recommendation based on SOM Cluster-Indexing CBR 

학술지 Expert Systems with Applications , 25(3), 413-423 

 

저자 Ahn, H.C., Ahn, J.J., Oh, K.J., Kim, D.H. 

발표 일자 2011-05-01 

논문명 Facilitating Cross-selling in a Mobile Telecom Market to develop Customer Classification Model based on Hybrid Data Mining Techniques 

학술지 Expert Systems with Applications, 38(5), 5005-5012 

 

저자 Ahn, H.C., Ahn, J.J., Byun, H.W., Oh, K.J. 

발표 일자 2011-09-01 

논문명 A Novel Customer Scoring Model to Encourage the Use of Mobile Value Added Services 

학술지 Expert Systems with Applications, 38(9), 11693-11700