교육연구단 성과
연구성과
2차년도 연구성과 실적(국제학술대회)
2023.01.24 교육연구단 Views 109
[지속가능 빅데이터 신산업 선도인력 교육연구단 2차년도 국제학술대회 실적]
- 기간: 2021년 1월 1일 ~ 2021년 12월 31일
- 실적: 국제학술대회 15건 참여
| # | [학술대회명] 논문명 | 주저자 (제1저자) |
공동저자 |
| 1 | [5th International Conference on Information System and Data Mining (ICISDM 2021)] Motor Imagery Decoding and Interpretation Using Convolutional Neural Networks and Feature Importances for Brain-Computer Interface |
Donghyun Park | Hoonseok Park;Sangyeon Kim;Snaghyun Choo;Jae-Yoon Jung;Sangwon Lee;Chang S. Nam |
| 2 | [International Conference on Innovation Convergence Technology (ICICT 2021)] Photovoltaic power forecasting based on weather forecast and observation using transformer networks |
Jimin Kim | Josue Obregon;Hoonseok Park;Jae-Yoon Jung |
| 3 | [International Conference on Innovation Convergence Technology (ICICT 2021)] Traffic flow prediction in semiconductor fab using convolutional neural networks |
Young Ha Joo | Hoonseok Park;Jae-Yoon Jung |
| 4 | [International Conference on Innovation Convergence Technology (ICICT 2021)] Improved Query-by-Committee method for active learning for regression |
Yu-Ri Han | Jae-Yoon Jung |
| 5 | [International Conference on Innovation Convergence Technology (ICICT 2021)] A Short Case Study of Coating Effect on LFP with SOC Prediction using Machine Learning |
Chang Won Ho | Yu-Ri Han;Devanadane Mouraliraman;Jae Woo Park;Josue Obregon;Jae-Yoon Jung;Chang Woo Lee |
| 6 | [13th International Conference on Internet (ICONI 2021)] Travel time prediction method for inter-line transfers in semiconductor fab using machine learning |
Seohyun Choi | Young Ha Joo;Hoonseok Park;Jae-Yoon Jung |
| 7 | [13th International Conference on Internet (ICONI 2021)] Job Dispatching Method for Production Scheduling Using Machine-Learned Ranking |
YoungSuk Han | Jae-Yoon Jung |
| 8 | [13th International Conference on Internet (ICONI 2021)] Deep-Learning-Based Sensor Fusion for Machine Fault Detection Using Infrared Thermal Images and Multiple Sensor Data |
Hoonseok Park | Myoungjin Oh;Jae-Yoon Jung |
| 9 | [13th International Conference on Internet (ICONI 2021)] Deep learning-based forecasting of the charge capacity of lithium-ion batteries using impedance spectroscopy data |
Josue Obregon | Yu-Ri Han;Jimin Kim;Chang Won Ho;Devanadane Mouraliraman;Jae Woo Park;Chang Woo Lee;Jae-Yoon Jung |
| 10 | [13th International Conference on Internet (ICONI 2021)] A Prediction Model for Ship Propulsion Degradation Using Deep Learning |
Donghyun Park | Jae-Yoon Jung |
| 11 | [The 23rd International Conference on Artificial Intelligence (ICAI 2021) ] Micro-Macro Network Approach for Explainable and Reusable Reasoning |
조유정 | 권오병 |
| 12 | [International Conference on Innovation Convergence Technology(2021)] Analysis of the socio-economic ripple effect of the introduction of the gas industry competition system using imperfect competition CGE model |
Myoung-jin Oh | Hanee Ryu, Hanseul Jo, Jungwoo Shin |
| 13 | [International Conference on Innovation Convergence Technology(2021)] Forecasting electricity demand in transportation sector based on the diffusion of electric vehicles: The case of South Korea |
Changeun Park | Jooah Kim, Jungwoo Shin |
| 14 | [International Conference on Innovation Convergence Technology(2021)] Can subsidy accelerate the supply of fuel cell electric vehicles? Considering the demand classification |
Soyeong Park | Jungwoo Shin |
| 15 | [International Conference on Innovation Convergence Technology(2021)] Understand the value of real-time electricity: The case of South Korea |
Sol-ji Nam | Jungwoo Shin |
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