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 | 157 | 2020 |
Conditional tabular GAN-based two-stage data generation scheme for short-term load forecasting J Moon, S Jung, S Park, E Hwang IEEE Access 8, 205327-205339, 2020 | 82 | 2020 |
Monthly electric load forecasting using transfer learning for smart cities SM Jung, S Park, SW Jung, E Hwang Sustainability 12 (16), 6364, 2020 | 78 | 2020 |
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 | 71 | 2020 |
Sliding window-based LightGBM model for electric load forecasting using anomaly repair S Park, S Jung, S Jung, S Rho, E Hwang The Journal of Supercomputing 77, 12857-12878, 2021 | 54 | 2021 |
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 | 46 | 2020 |
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 | 35 | 2019 |
A hybrid multi-objective optimizer-based SVM model for enhancing numerical weather prediction: a study for the Seoul metropolitan area MA Deif, AAA Solyman, MH Alsharif, S Jung, E Hwang Sustainability 14 (1), 296, 2021 | 32 | 2021 |
Simplified Fréchet distance for generative adversarial nets CI Kim, M Kim, S Jung, E Hwang Sensors 20 (6), 1548, 2020 | 32 | 2020 |
Animal movement prediction based on predictive recurrent neural network J Rew, S Park, Y Cho, S Jung, E Hwang Sensors 19 (20), 4411, 2019 | 30 | 2019 |
Self-attention-based deep learning network for regional influenza forecasting S Jung, J Moon, S Park, E Hwang IEEE Journal of Biomedical and Health Informatics 26 (2), 922-933, 2021 | 25 | 2021 |
Real-time car tracking system based on surveillance videos S Jung, Y Kim, E Hwang EURASIP Journal on Image and Video Processing 2018 (1), 133, 2018 | 19 | 2018 |
Video-based learning assistant scheme for sustainable education S Jung, M Son, C Kim, J Rew, E Hwang New Review of Hypermedia and Multimedia 25 (3), 161-181, 2019 | 18 | 2019 |
BCGAN: A CGAN-based over-sampling model using the boundary class for data balancing M Son, S Jung, S Jung, E Hwang The Journal of Supercomputing 77 (9), 10463-10487, 2021 | 17 | 2021 |
IoT-based personalized NIE content recommendation system Y Kim, S Jung, S Ji, E Hwang, S Rho Multimedia Tools and Applications 78, 3009-3043, 2019 | 16 | 2019 |
A deep learning based over-sampling scheme for imbalanced data classification MJ Son, SW Jung, EJ Hwang KIPS Transactions on Software and Data Engineering 8 (7), 311-316, 2019 | 15 | 2019 |
BCGAN-based over-sampling scheme for imbalanced data M Son, S Jung, J Moon, E Hwang 2020 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2020 | 14 | 2020 |
Animal Sounds Classification Scheme Based on Multi-Feature Network with Mixed Datasets. CI Kim, Y Cho, S Jung, J Rew, E Hwang KSII Transactions on Internet & Information Systems 14 (8), 2020 | 12 | 2020 |
Machine Learning-Based Two-Stage Data Selection Scheme for Long-Term Influenza Forecasting. J Moon, S Jung, S Park, E Hwang Computers, Materials & Continua 68 (3), 2021 | 10 | 2021 |
Cluster-based analysis of infectious disease occurrences using tensor decomposition: a case study of South Korea S Jung, J Moon, E Hwang International journal of environmental research and public health 13 (21), 5634, 2020 | 7 | 2020 |