DMKD Lab.

#52. 비전-언어 모델 기반 Grad-CAM 분석을 통한 설명가능한 전기자동차 구동 모터 고장 진단

천서형, 이재승, 유제혁

2026년 · 자동차안전학회지

Accepted

KCI

#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

SCI(E)

원문 링크

#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

(DOI) https://doi.org/10.32604/cmc.2026.077691

SCI(E)

원문 링크

#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

(DOI) http://doi.org/10.23023/JPT.2025.13.6.071

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

SCI(E)

원문 링크

#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

KCI

원문 링크

#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

KCI

원문 링크

#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

SCI(E)

원문 링크

#39. Multi-Scale Graph Neural Network for Multivariate Time-Series Anomaly Detection

이재승, 백남균, 유제혁

2025.02 · 한국산업정보학회 · 제30권(제1호):51-65

KCI

원문 링크

#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

(DOI) https://doi.org/10.9723/jksiis.2024.29.3.051

KCI

원문 링크

#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

(DOI) https://doi.org/10.9723/jksiis.2024.29.2.015

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

KCI

원문 링크

#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

(DOI) https://doi.org/10.1016/j.imavis.2023.104658

SCI(E)

원문 링크

#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

SCI(E)

원문 링크

#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

SCI(E)

원문 링크

#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)

(DOI) https://doi.org/10.3390/rs13081495

Special Issue Remote Sensing for Biodiversity Mapping and Monitoring

SCI(E)

원문 링크

#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

SCI(E)

원문 링크

#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

SCI(E)

원문 링크

#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

(DOI) https://doi.org/10.1016/j.enbuild.2020.109921

SCI(E)

원문 링크

#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

(DOI) https://doi.org/10.3390/rs12091475

SCI(E)

원문 링크

#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

(DOI) https://doi.org/10.3390/s19204411

SCI(E)

원문 링크

#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

SCI(E)

원문 링크

#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

(DOI) https://doi.org/10.1080/13614568.2019.1678682

SCI(E)

원문 링크

#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

(DOI) https://doi.org/10.3390/app9061228

SCI(E)

원문 링크

#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)

SCI(E)

원문 링크

#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

(DOI) https://doi.org/10.1007/s11042-017-4623-z

SCI(E)

원문 링크

#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)

원문 링크

#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

(DOI) https://doi.org/10.3745/PKIPS.y2016m10a.712

원문 링크

#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

(DOI) https://doi.org/10.3745/PKIPS.y2016m04a.740

원문 링크

#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

(DOI) https://doi.org/10.3745/PKIPS.y2015m10a.1416

원문 링크

#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

(DOI) https://doi.org/10.3745/PKIPS.y2015m10a.1420

원문 링크

#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

(DOI) https://doi.org/10.1784/insi.2015.57.9.513

SCI(E)

원문 링크

#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

(DOI) https://doi.org/10.3745/PKIPS.y2014m11a.958

원문 링크

#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

(DOI) https://doi.org/10.3745/PKIPS.y2014m11a.737

원문 링크

#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

(DOI) https://doi.org/10.3745/PKIPS.y2014m04a.815

원문 링크

#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

(DOI) https://doi.org/10.1007/978-94-017-8798-7_32

원문 링크

#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

(DOI) https://doi.org/10.3745/PKIPS.y2013m11a.1431

KCI

원문 링크