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Jihoon Moon
Jihoon Moon
Assistant Professor, Department of AI and Big Data, Soonchunhyang University
在 sch.ac.kr 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Recurrent inception convolution neural network for multi short-term load forecasting
J Kim, J Moon, E Hwang, P Kang
Energy and Buildings 194, 328-341, 2019
2092019
Hybrid Short-Term Load Forecasting Scheme Using Random Forest and Multilayer Perceptron
J Moon, Y Kim, M Son, E Hwang
Energies 11 (12), 3283, 2018
1532018
Combination of short-term load forecasting models based on a stacking ensemble approach
J Moon, S Jung, J Rew, S Rho, E Hwang
Energy and Buildings 216, 109921, 2020
1312020
A comparative analysis of artificial neural network architectures for building energy consumption forecasting
J Moon, S Park, S Rho, E Hwang
International Journal of Distributed Sensor Networks 15 (9), 1550147719877616, 2019
1142019
Forecasting power consumption for higher educational institutions based on machine learning
J Moon, J Park, E Hwang, S Jun
The Journal of Supercomputing 74, 3778-3800, 2018
812018
An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting
S Jung, J Moon, S Park, E Hwang
Sensors 21 (5), 1639, 2021
802021
A Short-Term Electric Load Forecasting Scheme Using 2-Stage Predictive Analytics
J Moon, KH Kim, Y Kim, E Hwang
2018 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2018
562018
Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation
S Jung, J Moon, S Park, S Rho, SW Baik, E Hwang
Sensors 20 (6), 1772, 2020
542020
Habitat Suitability Estimation Using a Two-Stage Ensemble Approach
J Rew, Y Cho, J Moon, E Hwang
Remote Sensing 12 (9), 1475, 2020
512020
Solving the Cold-Start Problem in Short-Term Load Forecasting Using Tree-Based Methods
J Moon, J Kim, P Kang, E Hwang
Energies 13 (4), 886, 2020
492020
Multistep-Ahead Solar Radiation Forecasting Scheme Based on the Light Gradient Boosting Machine: A Case Study of Jeju Island
J Park, J Moon, S Jung, E Hwang
Remote Sensing 12 (14), 2271, 2020
482020
Smart and intelligent energy monitoring systems: A comprehensive literature survey and future research guidelines
T Hussain, FU Min Ullah, K Muhammad, S Rho, A Ullah, E Hwang, ...
International Journal of Energy Research 45 (3), 3590-3614, 2021
462021
Mid-term electricity load prediction using CNN and Bi-LSTM
MJ Gul, GM Urfa, A Paul, J Moon, S Rho, E Hwang
The Journal of Supercomputing 77, 10942-10958, 2021
452021
Robust building energy consumption forecasting using an online learning approach with R ranger
J Moon, S Park, S Rho, E Hwang
Journal of Building Engineering 47, 103851, 2022
382022
A Two-Stage Industrial Load Forecasting Scheme for Day-Ahead Combined Cooling, Heating and Power Scheduling
S Park, J Moon, S Jung, S Rho, SW Baik, E Hwang
Energies 13 (2), 443, 2020
382020
Explainable Anomaly Detection for District Heating Based on Shapley Additive Explanations
S Park, J Moon, E Hwang
2020 International Conference on Data Mining Workshops (ICDMW), 762-765, 2020
322020
A Short-Term Load Forecasting Scheme Based on Auto-Encoder and Random Forest
M Son, J Moon, S Jung, E Hwang
Applied Physics, System Science and Computers III: Proceedings of the 3rd …, 2019
322019
Toward explainable electrical load forecasting of buildings: A comparative study of tree-based ensemble methods with Shapley values
J Moon, S Rho, SW Baik
Sustainable Energy Technologies and Assessments 54, 102888, 2022
262022
Interpretable Short-Term Electrical Load Forecasting Scheme Using Cubist
J Moon, S Park, S Rho, E Hwang
Computational intelligence and neuroscience 2022, 2022
222022
Explainable artificial intelligence approach in combating real-time surveillance of COVID19 pandemic from CT scan and X-ray images using ensemble model
F Ullah, J Moon, H Naeem, S Jabbar
The Journal of Supercomputing 78 (17), 19246-19271, 2022
212022
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