• Members . . . . 2 matches
       ||attachment:Junmo_img.jpg?width=120||<width="80%">'''Junmo AN''' (MS, 2021.2)[[br]]Kumjang (금장), 2021.2~ [[br]]Master, IAI Lab., 2019.3~2021.2[[br]]Industrial Engineering, Kyung Hee University[[br]]E-mail - _at_khu.ac.kr[[br]]'''Master Thesis''': FFT-CAM을 이용한 회전기기 이상 진단을 위한 설명가능한 1D-CNN 딥러닝 기법 (An Explainable 1D-CNN Deep Learning Method for Fault Diagnosis of Rotating Machinery Using FFT-CAM)||
• Publications . . . . 1 match
        1. '''Junmo An''' and Jae-Yoon Jung*, "An Explainable 1D-CNN Deep Learning Method for Fault Diagnosis of Rotating Machinery Using FFT-CAM", working (Korean draft, Experiment complete)
        1. '''Young-Suk Han''' and Jae-Yoon Jung*, "Imitation Learning of Job Dispatching Data Combining Classification and Ranking", ''Computers & Industrial Engineering'', Vol. 207, Sep. 2025, 111305. (SCIE, IF=6.5, 14%, CS/IA) (Ack: AIC) [https://doi.org/10.1016/j.cie.2025.111305 doi] [https://www.sciencedirect.com/science/article/pii/S0360835225004516/pdfft?md5=3e0bb080868c90319dfde655c8198d65&pid=1-s2.0-S0360835225004516-main.pdf pdf]
        1. '''Donghyun Park''', Jae-Yoon Jung*, and Beom Jin Park, "Estimation of Ship Operational Performance Degradation Using Fuel Oil Consumption Prediction Models Based on Deep Neural Networks with Shortcut Connection", ''International Journal of Naval Architecture and Ocean Engineering'', vol. 17, Jun 2025, 100666. (SCIE, IF=3.9, 22%, Marine) (Ack: Ship, AIC) [https://doi.org/10.1016/j.ijnaoe.2025.100666 doi] [https://www.sciencedirect.com/science/article/pii/S209267822500024X/pdfft?md5=1463437a2f5b9e0a8fb06830d57179c9&pid=1-s2.0-S209267822500024X-main.pdf pdf]
        1. Sanghyun Choo, '''Hoonseok Park''', Sangyeon Kim, '''Donghyun Park''', Jae-Yoon Jung, Sangwon Lee, and Chang S. Nam*, "Effectiveness of Multi-Task Deep Learning Framework for EEG-based Emotion and Context Recognition", ''Expert Systems with Applications'', vol. 227, Oct 2023, 120348. (SCIE, IF=8.5, __'''6.4%(7/104)'''__, OR/MS) (Ack: EEG, etc.)[https://doi.org/10.1016/j.eswa.2023.120348 link] [https://www.sciencedirect.com/science/article/pii/S0957417423008503/pdfft?md5=93b0a87825134dc63c2de87b7dd63950&pid=1-s2.0-S0957417423008503-main.pdf pdf]
        1. Sangyeon Kim, Sanghyun Choo, '''Donghyun Park''', '''Hoonseok Park''', Chang S. Nam, Jae-Yoon Jung, and Sangwon Lee*, "Designing an XAI Interface for BCI Experts: A Contextual Design for Pragmatic Explanation Interface Based on Domain Knowledge in a Specific Context", ''International Journal of Human-Computer Studies'', vol. 174, Jun 2023, 103009. (SSCI, IF=5.4, 11.9%, Ergo) (Ack: EEG, etc). [https://www.sciencedirect.com/science/article/pii/S1071581923000150 link] [https://www.sciencedirect.com/science/article/pii/S1071581923000150/pdfft?md5=c43d7a6ff62416f94cb62fc20b7ce6c6&pid=1-s2.0-S1071581923000150-main.pdf pdf]
        1. '''Josue Obregon''' and Jae-Yoon Jung*, "RuleCOSI+: Rule Extraction for Interpreting Classification Tree Ensembles", ''Information Fusion'', Vol. 89, Jan. 2023, 355-381. (SCIE, __'''IF=17.564, 0.5%(1/109)'''__, CS/T&M) (Ack: Engy, OCC). [https://www.sciencedirect.com/science/article/pii/S1566253522001129 link] [https://www.sciencedirect.com/science/article/pii/S1566253522001129/pdfft?md5=0b58e19ec75339e444a7354d6b745245&pid=1-s2.0-S1566253522001129-main.pdf pdf] [https://drive.google.com/file/d/1qYXTT5mcOtSKSo9bXY6R_lpeID5BnILc/ pdf]
• Seminars . . . . 1 match
        - 회전기기 고장진단 : "연구실의 석박사학위(안준모, Josue)나 저널 출판논문(Josue 논문)을 읽고, 네 자신의 연구주제 제안하기" => 다음 미팅 때 PPT로 간단히 정리해보기 [FFT/Wavelet 주제 발표. 다음 주 세미나 때!! 30분짜리]
• lab . . . . 1 match
        * FFT-CAM - 준모

Found 4 matching pages out of 185 total pages