Improving electric energy consumption prediction using CNN and Bi-LSTM T Le, MT Vo, B Vo, E Hwang, S Rho, SW Baik Applied Sciences 9 (20), 4237, 2019 | 248 | 2019 |
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 | 233 | 2019 |
Music emotion classification and context-based music recommendation B Han, S Rho, S Jun, E Hwang Multimedia Tools and Applications 47, 433-460, 2010 | 209 | 2010 |
Multiple pass ultrasound tightening of skin laxity of the lower face and neck HS Lee, WS Jang, YJ Cha, YH Choi, Y Tak, E Hwang, BJ Kim, MN Kim Dermatologic Surgery 38 (1), 20-27, 2012 | 182 | 2012 |
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 | 158 | 2018 |
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 | 149 | 2020 |
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 | 127 | 2019 |
SMERS: Music Emotion Recognition Using Support Vector Regression. B Han, S Rho, RB Dannenberg, E Hwang ISMIR, 651-656, 2009 | 124 | 2009 |
IEEE International Conference on Multimedia and Expo (ICME) B Han, E Hwang | 112 | 2009 |
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 | 104 | 2021 |
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 | 89 | 2018 |
A similarity-based leaf image retrieval scheme: Joining shape and venation features Y Nam, E Hwang, D Kim Computer Vision and Image Understanding 110 (2), 245-259, 2008 | 89 | 2008 |
Utilizing venation features for efficient leaf image retrieval JK Park, EJ Hwang, Y Nam Journal of Systems and Software 81 (1), 71-82, 2008 | 89 | 2008 |
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 | 77 | 2020 |
Multiple electric energy consumption forecasting using a cluster-based strategy for transfer learning in smart building T Le, MT Vo, T Kieu, E Hwang, S Rho, SW Baik Sensors 20 (9), 2668, 2020 | 76 | 2020 |
Svr-based music mood classification and context-based music recommendation S Rho, B Han, E Hwang Proceedings of the 17th ACM international conference on Multimedia, 713-716, 2009 | 73 | 2009 |
Monthly electric load forecasting using transfer learning for smart cities SM Jung, S Park, SW Jung, E Hwang Sustainability 12 (16), 6364, 2020 | 72 | 2020 |
Querying video libraries E Hwang, VS Subrahmanian journal of visual communication and image representation 7 (1), 44-60, 1996 | 67 | 1996 |
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 | 66 | 2020 |
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 | 58 | 2018 |