DMKD Lab.
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    Publications
    #52. 비전-언어 모델 기반 Grad-CAM 분석을 통한 설명가능한 전기자동차 구동 모터 고장 진단
    천서형, 이재승, 유제혁
    2026년 · 자동차안전학회지
    Accepted
    #51. Multimodal Large Language Model-based Explainable Boosting Machine Analysis for Interpretation of State-of-Health Prediction of Lithium-ion Batteries
    Jaehyeok Lee, Jaeseung Lee, Jehyeok Rew
    2026년 · Electronics
    Under review
    SCI(E)
    #50. DRIVE: Diagnostic Report Integration via VLM and LLM Explanations for Explainable Vehicle Engine Fault Diagnosis
    Jaeseung Lee, Jehyeok Rew
    2026.04.03 · CMES-Computer Modeling in Engineering & Sciences
    #49. Multi-Agent Large Language Model-Based Decision Tree Analysis for Explainable Electric Vehicle Drive Motor Fault Diagnosis
    Jaeseung Lee, Jehyeok Rew
    2026.03.31 · Computers, Materials & Continua
    #48. 스트리트 뷰 객체 인식과 도시 공간정보 분석을 통한 보행 위험 지역 분석 및 안전 모니터링 기법
    서해인, 이은총, 유제혁
    2026 · 정보처리학회논문지. 소프트웨어 및 데이터 공학
    Accepted
    KCI
    #47. Deep Learning-Based Prediction of 3D Soft Tissue Changes After Orthognathic Surgery Using CBCT: A Preliminary Study
    Hyunmi Jo, Joo-Young Ohe, Baek-Soo Lee, Byung-Joon Choi, Hyeonwoo Kim, Jehyeok Rew*, Jun-Young Kim
    2026 · Scientific Reports
    In Progress
    SCI(E)
    #46. Diagnostic Report Integration via VLM and LLM Explanations for Explainable Vehicle Engine Fault Diagnosis
    Jaeseung Lee, Jehyeok Rew
    2026 · CMES-Computer Modeling in Engineering & Sciences
    Accepted, Production
    SCI(E)
    #45. Multi-Agent Large Language Model-based Decision Tree Analysis for Explainable Electric Vehicle Drive Motor Fault Diagnosis
    Jaeseung Lee, Jehyeok Rew
    2026 · CMC-Computers, Materials & Continua
    Accepted, Production
    SCI(E)
    #44. Point Transformer 와 적응형 랜드마크 선별 추론을 이용한 3 차원 얼굴 랜드마크 검출 방법
    박지예, 유제혁
    2025.12 · Journal of Platform Technology · 13(6):71-81
    KCI
    #43. Memory-Augmented Large Language Model for Enhanced Chatbot Services in University Learning Management Systems
    Jaeseung Lee, Jehyeok Rew
    2025.09.05 · Applied Sciences
    #42. Automated Change History Analysis of Software Bill of Materials(SBOM) using Large Language Model-based Structural Analysis and Forgery Detection Agents
    이재승, 유제혁
    2025.08 · [KCI] 한국산업정보학회논문지 · 30(4):39-60
    (ISSN) 1229-3741
    #41. 거대언어모델 기반 구조 분석 및 위조 탐지 에이전트를 활용한 소프트웨어 자재 명세서(SBOM) 변경 이력 자동 분석 기법
    이재승, 유제혁
    2025.08 · [KCI] 한국산업정보학회논문지 · 30(4):39 - 60
    #40. Vision-Language Model-Based Local Interpretable Model-Agnostic Explanations Analysis for Explainable In-Vehicle Controller Area Network Intrusion Detection
    Jaeseung Lee, Jehyeok Rew
    2025.05.10 · Sensors
    #39. Multi-Scale Graph Neural Network for Multivariate Time-Series Anomaly Detection
    이재승, 백남균, 유제혁
    2025.02 · 한국산업정보학회 · 제30권(제1호):51-65
    #38. Large Language Models-based Feature Extraction for Short-Term Load Forecasting
    Jaeseung Lee, Jehyeok Rew
    2024.06.14 · Korea Society of Industrial Information Systems · 29(3):51-65
    #37. Wild Bird Sound Classification Scheme using Focal Loss and Ensemble Learning
    Jaeseung Lee, Jehyeok Rew
    2024.06.06 · Korea Society of Industrial Information Systems · 29(2):11-25
    KCI
    #36. Deepfake Image Detection based on Visual Saliency
    Harim Noh, Jehyeok Rew
    2024.02.26 · Platform Technology · 12(1):128-140
    (기타) 2289-019X
    #35. Development of a Personal Color Diagnosis and Virtual Makeup Application Based on Facial Color Data Analysis
    안예은, 이규빈, 정수현, 김희수, 유제혁
    2024.02 · Korean Society of Media and Arts · 22(2):41-57
    (기타) https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId
    KCI
    #34. Language and vision based person re-identification for surveillance systems using deep learning with LIP layers
    Maryam Bukhari, Sadaf Yasmin, Sheneela Naz, Muazzam Maqsood, Jehyeok Rew, Seungmin Rho
    2023.04.01 · Image and Vision Computing · 132
    #33. Hybrid Segmentation Scheme for Skin Features Extraction Using Dermoscopy Images
    Jehyeok Rew, Hyungjoon Kim, Eenjun Hwang
    2021.06.04 · Computers, Materials & Continua · 68(1):801-817
    (DOI) www.doi.org/10.32604/cmc.2021.017892
    #32. UFC-Net with Fully-Connected Layers and Hadamard Identity Skip Connection for Image Inpainting
    Chung-Il Kim, Jehyeok Rew, Yongjang Cho, Eenjun Hwang
    2021.05.06 · Computers, Materials & Continua · 68(3):3447-3463
    #31. A Robust Prediction Model for Species Distribution Using Bagging Ensembles with Deep Neural Networks
    Jehyeok Rew, Yongjang Cho, Eenjun Hwang
    2021.04.13 · Remote Sensing · 13(8)
    Special Issue Remote Sensing for Biodiversity Mapping and Monitoring
    #30. Prediction of Coniferous Species Distribution based on Ensemble Model under Future Climate Change
    Yongjang Cho, Jehyeok Rew, Eenjun Hwang
    2020.12 · SIGDB · 36(3):3-19
    KCI
    #29. Animal Sounds Classification Scheme Based on Multi-Feature Network with Mixed Datasets
    Chung-Il Kim, Yongjang Cho, Seungwon Jung, Jehyeok Rew, Eenjun Hwang
    2020.08.01 · KSII Transactions on Internet and Information Systems · 14(8):3384-3398
    (DOI) www.doi.org/10.3837/tiis.2020.08.013
    #28. 시맨틱 얼굴 이미지 분할과 Triplet Loss 를 활용한 얼굴 인식 기법
    고범연, 김현우, 유제혁, 황인준
    2020.07 · 한국정보과학회 학술발표논문집:455-457
    #27. FLSNet: robust facial landmark semantic segmentation
    Hyungjoon Kim, Hyeonwoo Kim, Jehyeok Rew, Eenjun Hwang
    2020.06.23 · IEEE Access · 8:116163 - 116175
    (DOI) www.doi.org/10.1109/ACCESS.2020.3004359
    #26. Combination of short-term load forecasting models based on a stacking ensemble approach
    Jihoon Moon, Seungwon Jung, Jehyeok Rew, Seungmin Rho, Eenjun Hwang
    2020.06.01 · Energy and Buildings · 216
    #25. Habitat suitability estimation using a two-stage ensemble approach
    Jehyeok Rew, Yongjang Cho, Jihoon Moon, Eenjun Hwang
    2020.05.06 · Remote Sensing · 12(9):1475
    #24. Animal movement prediction based on predictive recurrent neural network
    Jehyeok Rew, Sungwoo Park, Yongjang Cho, Seungwon Jung, Eenjun Hwang
    2019.10.11 · Sensors · 19(20):4411
    #23. Evaluating indoor positioning systems in a shopping mall: The lessons learned from the IPIN 2018 competition
    2019.09.30 · IEEE Access · 7:148594-148628
    (DOI) www.doi.org/10.1109/ACCESS.2019.2944389
    #22. Video-based learning assistant scheme for sustainable education
    Seungwon Jung, Minjae Son, Chung-il Kim, Jehyeok Rew, Eenjun Hwang
    2019.07.03 · New Review of Hypermedia and Multimedia · 25(3):161-181
    #21. Skin Aging Estimation Scheme Based on Lifestyle and Dermoscopy Image Analysis
    Jehyeok Rew, Young-Hwan Choi, Hyungjoon Kim, Eenjun Hwang
    2019.03.23 · Applied Sciences · 9(6):1228
    #20. Towards a Sustainable Open Platform for Location Intelligence and Convergence
    Eunyoung Cho, Sangjoon Park, Jehyeok Rew, Changjun Park, Soowhan Lee, Youngmong Park
    2018.10.17 · IEEE
    (DOI) www.doi.org/10.1109/ICTC.2018.8539487
    2018 International Conference on Information and Communication Technology Convergence (ICTC)
    #19. 지속 가능한 보행자 길 안내 서비스 개방 플랫폼 방안
    조은영, 박상준, 유제혁, 박창준, 이수환, 박영몽
    2018.06 · 한국통신학회 학술대회논문집:706 - 707
    KCI
    #18. 모바일 위치 기반 서비스 및 플랫폼 현황
    조은영, 박상준, 박영몽, 유제혁, 박창준, 이용현, 이상균, 이금렬
    2018.03 · 한국통신학회지 (정보와통신) · 35(4):67-76
    KCI
    #17. 복합측위 기술을 이용한 실내외 막힘없는 평창올림픽 AR 길안내 서비스
    이금렬, 이용현, 박창준, 유제혁, 박상준, 조은영, 이소연
    2018.03 · 한국통신학회지 (정보와통신):44-50
    KCI
    #16. An intelligent skin health advising scheme based on medical data
    박지수, 유제혁, 김형준, 황인준
    2017.06 · 한국정보과학회 학술발표논문집
    #15. Monitoring skin condition using life activities on the SNS user documents
    Jehyeok Rew, Eenjun Hwang, Young-Hwan Choi, Seungmin Rho
    2017.04.22 · Multimedia Tools and Applications · 77:9827–9847
    #14. Evaluation of hair and scalp condition based on microscopy image analysis
    Hyungjoon Kim, Woogeol Kim, Jeheok Rew, Seungmin Rho, Jisoo Park, Eenjun Hwang
    2017.03.23 · IEEE
    (DOI) www.doi.org/10.1109/PlatCon.2017.7883708
    2017 International conference on platform technology and service (PlatCon)
    #13. Make-up Contents Recommendation Scheme Based on Personal Color Analysis
    Jisoo Park, Jehyeok Rew, Seungmin Rho, Eenjun Hwang
    2016.10.27 · Proceedings of the Korea Information Processing Society Conference:712-715
    #12. Microscopy image analysis scheme for estimating scalp condition
    Hyungjun Kim, Woogeol Kim, Byungjin Na, Jehyeok Rew, Eenjun Hwang
    2016.04.29 · Proceedings of the Korea Information Processing Society Conference:740-742
    #11. Purpose-based Travel Destination Classification Scheme Using SNS Hashtags
    문지훈, 유제혁, 김용성, 황인준
    2015.12 · 한국정보과학회 학술발표논문집
    #10. A hair density measuring scheme using smartphone
    Woogeol Kim, Hyungjun Kim, Jehyeok Rew, Eenjun Hwang
    2015.10.28 · Proceedings of the Korea Information Processing Society Conference:1416-1419
    #9. Hair thickness measuring scheme based on portable camera image
    Hyungjun Kim, Woogeol Kim, Jehyeok Rew, Eenjun Hwang
    2015.10.28 · Proceedings of the Korea Information Processing Society Conference:1420-1423
    #8. The 'speckleometer': a compact, portable surface roughness measurement unit based on angular speckle correlation
    S Lake, J Rew, CD Stacey, JP Sargent
    2015.09.01 · Insight-Non-Destructive Testing and Condition Monitoring · 57(9):513-517
    #7. Runner’s Jukebox: A Music Player for Running Using Pace Recognition and Music Mixing
    Sanghoon Jun, Jehyeok Rew, E Hwang
    2015.04.19 · International Conferences on Advances in Multimedia · (7):26
    (ISBN) 978-1-61208-400-8
    MMEDIA 2015 : The Seventh International Conferences on Advances in Multimedia
    #6. Development of Mobile Web Application for Skin Status Analysis Service
    Jehyeok Rew, Kibec Jun, Jangmi Suk, Eenjun Hwang
    2014.11.05 · Proceedings of the Korea Information Processing Society Conference
    #5. Hashtag Analysis Scheme for Topic based Tweet Categorization
    Yongsung Kim, Sanghoon Jun, Jehyeok Rew, Eenjun Hwang
    2014.11.05 · Proceedings of the Korea Information Processing Society Conference:737-740
    #4. Extracting skin roughness from dermoscopy images for skin age estimation
    Jehyeok Rew, Jangmi Suk, Eenjun Hwang
    2014.04.22 · Proceedings of the Korea Information Processing Society Conference:815-818
    #3. A Facebook Page Ranking and Highlight Contents Selection Scheme based on User Interests
    유제혁, 최영환, 황인준
    2014 · 정보처리학회논문지. 소프트웨어 및 데이터 공학 · 3(2):101-108
    KCI
    #2. Evaluating skin Hereditary traits based on daily activities
    Jehyeok Rew, Young-Hwan Choi, Daehoon Kim, Seungmin Rho, Eenjun Hwang
    2014.01.01 · Frontier and Innovation in Future Computing and Communications:261-270
    #1. User Group Classification Scheme for Efficient Social Search on the Facebook
    Jehyeok Rew, Young-Hwan Choi, Eenjun Hwang
    2013.11.08 · Proceedings of the Korea Information Processing Society Conference:1431-1434
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