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Works (17)

Two-Stage Neural Network Optimization for Robust Solar Photovoltaic Forecasting

Electronics
2024-04 | Journal article | Author
Contributors: Jinyeong Oh; Dayeong So; Jaehyeok Jo; Namil Kang; Eenjun Hwang; Jihoon Moon
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Multidisciplinary Digital Publishing Institute

A Task-Adaptive Parameter Transformation Scheme for Model-Agnostic-Meta-Learning-Based Few-Shot Animal Sound Classification

Applied Sciences
2024-01 | Journal article | Author
Contributors: Jaeuk Moon; Eunbeen ‍Kim; JUNHA HWANG; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

Domain Hybrid Day-Ahead Solar Radiation Forecasting Scheme

Remote Sensing
2023-03 | Journal article | Author
Contributors: Jinwoong Park; SungWoo Park; Jonghwa Shim; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

DualDiscWaveGAN-Based Data Augmentation Scheme for Animal Sound Classification

Sensors
2023-02 | Journal article | Author
Contributors: Eunbeen ‍Kim; Jaeuk Moon; Jonghwa Shim; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

A Hybrid Multi-Objective Optimizer-Based SVM Model for Enhancing Numerical Weather Prediction: A Study for the Seoul Metropolitan Area

Sustainability
2021-12 | Journal article | Author
Contributors: Mohanad.A Deif; Ahmed Solyman; Mohammed H. Alsharif; Seungwon Jung; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

A Two-Stage Multistep-Ahead Electricity Load Forecasting Scheme Based on LightGBM and Attention-BiLSTM

Sensors
2021-11 | Journal article | Author
Contributors: Jinwoong Park; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

A Robust Prediction Model for Species Distribution Using Bagging Ensembles with Deep Neural Networks

Remote Sensing
2021-04 | Journal article | Author
Contributors: Jehyeok Rew; Yongjang Cho; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting<sup>&#x2020;</sup>

Sensors
2021-02 | Journal article | Author
Contributors: Jung Seungmin; Jihoon Moon; SungWoo Park; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

Erratum: Jung, S., et al. Cluster-Based Analysis of Infectious Disease Occurrences Using Tensor Decomposition: A Case Study of South Korea. <i>Int. J. Environ. Res. Public Health</i> 2020, <i>17</i>, 4872

International Journal of Environmental Research and Public Health
2020-12 | Journal article | Author
Contributors: Seungwon Jung; Jaeuk Moon; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

Monthly Electric Load Forecasting Using Transfer Learning for Smart Cities

Sustainability
2020-08 | Journal article | Author
Contributors: Jung Seungmin; Sungwoo Park; Seungwon; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

Cluster-Based Analysis of Infectious Disease Occurrences Using Tensor Decomposition: A Case Study of South Korea

International Journal of Environmental Research and Public Health
2020-07 | Journal article | Author
Contributors: Seungwon Jung; Jaeuk Moon; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

Multistep-Ahead Solar Radiation Forecasting Scheme Based on the Light Gradient Boosting Machine: A Case Study of Jeju Island

Remote Sensing
2020-07 | Journal article | Author
Contributors: Jinwoong Park; Jihoon Moon; Jung Seungmin; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

Habitat Suitability Estimation Using a Two-Stage Ensemble Approach

Remote Sensing
2020-05 | Journal article | Author
Contributors: Jehyeok Rew; Yongjang Cho; Jihoon Moon; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

Multiple Electric Energy Consumption Forecasting Using a Cluster-Based Strategy for Transfer Learning in Smart Building

Sensors
2020-05 | Journal article | Author
Contributors: Tuong Le; Minh Thanh Vo; Tung Kieu; Eenjun Hwang; Seungmin Rho; Sung Wook Baik
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Multidisciplinary Digital Publishing Institute

Augmented EMTCNN: A Fast and Accurate Facial Landmark Detection Network

Applied Sciences
2020-03 | Journal article | Author
Contributors: Hyeon-Woo Kim; Hyung-Joon Kim; Seungmin Rho; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation

Sensors
2020-03 | Journal article | Author
Contributors: Seungwon Jung; Jihoon Moon; Sungwoo Park; Seungmin Rho; Sung Wook Baik; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute

Solving the Cold-Start Problem in Short-Term Load Forecasting Using Tree-Based Methods

Energies
2020-02 | Journal article | Author
Contributors: Jihoon Moon; Junhong Kim; Pilsung Kang; Eenjun Hwang
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Multidisciplinary Digital Publishing Institute