| A two-step approach to solar power generation prediction based on weather data using machine learning SG Kim, JY Jung, MK Sim Sustainability 11 (5), 1501, 2019 | 119 | 2019 |
| An intelligent financial portfolio trading strategy using deep Q-learning H Park, MK Sim, DG Choi Expert Systems with Applications 158, 113573, 2020 | 109 | 2020 |
| PVHybNet: A hybrid framework for predicting photovoltaic power generation using both weather forecast and observation data B Carrera, MK Sim, JY Jung IET Renewable Power Generation 14 (12), 2192-2201, 2020 | 24 | 2020 |
| Stock price prediction using sentiment analysis: From “stock discussion room” in naver M Kim, J Ryu, D Cha, MK Sim Journal of Society for e-Business Studies 25 (4), 2022 | 20 | 2022 |
| An optimal purchase decision of reusable packaging in the automotive industry B Na, MK Sim, WJ Lee Sustainability 11 (23), 6579, 2019 | 16 | 2019 |
| A quadratic programming-based power dispatch method for a DC-microgrid C Yoon, Y Park, MK Sim, YI Lee IEEE Access 8, 211924-211936, 2020 | 15 | 2020 |
| The winning probability of a game and the importance of points in tennis matches MK Sim, DG Choi Research Quarterly for Exercise and Sport 91 (3), 361-372, 2020 | 15 | 2020 |
| Review on integration of smart grid into smart city MK Sim Journal of Society for e-Business Studies 25 (1), 2020 | 6 | 2020 |
| Optimal energy storage system control using a Markovian degradation model—Reinforcement learning approach J Park, T Kwon, MK Sim Journal of Energy Storage 71, 107964, 2023 | 5 | 2023 |
| What can cluster analysis offer in investing?-Measuring structural changes in the investment universe MK Sim, S Deng, X Huo International Review of Economics & Finance 71, 299-315, 2021 | 2 | 2021 |
| Wind power generation prediction based on weather forecast data using deep neural networks MW Baek, MK Sim, JY Jung ICIC Express Letters, Part B: Applications 11 (9), 863-868, 2020 | 2 | 2020 |
| Concise rule induction algorithm based on one-sided maximum decision tree approach JS Hong, J Lee, MK Sim Expert Systems with Applications 237, 121365, 2024 | 1 | 2024 |
| A short review on predictions for wind power generation–its limitation and future directions MK Sim, JY Jung ICIC Express Lett, Part B: Appl 11 (10), 995-1000, 2020 | 1 | 2020 |
| A quadratic formulation of ESS degradation and optimal DC microgrid operation strategy using quadratic programming KJ Choi, J Park, T Kwon, S Kwon, D Kwon, YI Lee, MK Sim IEEE Access, 2024 | | 2024 |
| Twin-system recurrent reinforcement learning for optimizing portfolio strategy H Park, MK Sim, DG Choi Expert Systems with Applications, 124193, 2024 | | 2024 |
| Optimal continuous control of refrigerator for electricity cost minimization—Hierarchical reinforcement learning approach B Kim, J An, MK Sim Sustainable Energy, Grids and Networks 36, 101177, 2023 | | 2023 |
| Multi-Agent Reinforcement Learning Based Optimal PV-ESS Control In Grid J Park, T Kwon, B Kim, Y Hwang, MK Sim 2023 IEEE IAS Global Conference on Renewable Energy and Hydrogen …, 2023 | | 2023 |
| Estimation of level-I hidden liquidity using the dynamics of limit order-book MK Sim, S Deng Physica A: Statistical Mechanics and its Applications 540, 122703, 2020 | | 2020 |
| EMPIRICAL FINDINGS IN ASSET PRICE DYNAMICS REVEALED BY QUANTITATIVE MODELLING MK Sim Georgia Institute of Technology, 2014 | | 2014 |
