Jae-Yoon JUNG (정재윤, 鄭在倫) Professor, Dept. of Industrial & Management Systems Engineering (IE), KHU, 2018.9~present Dean of Information Service and Strategy, KHU, 2021.9~present Adjunct Professor, Dept. of Artificial Intelligence (AI), KHU, 2022.9~present Adjunct Professor, Dept. of Big Data Analytics (BDA), KHU, 2020.9~present Adjunct Professor, Dept. of Software Convergence (SWCon), KHU, 2017.3~present Department Head, BDA, KHU, 2021.9~2022.8, 2024.3~ Graduate Program Director, IE, KHU, 2018.2~2020.1 Department Head, IE, KHU, 2015.2~2018.1 Director, Graduate Program for Smart Manufacturing Intelligence (SMI), KHU, 2017.3~2020.2 Associate/Assistant Professor, IE, KHU, 2007.9~2018.8 Ph.D./M.S./B.S., Industrial Engineering, Seoul National University, 2005, 2001, 1999 (Office) 430-Ho, Eng. Bld., (Tel) +82-31-201-2537, (E-mail) jyjung_at_khu.ac.kr (Lab) http://iai.khu.ac.kr/wiki/wiki.php/JYJung (Personal) http://web.khu.ac.kr/~jung Curriculum vitae Google scholar Scopus profile

Jongpil NAM (남종필) (part-time) Ph.D. student, IAI Lab., 2020.9~ M.S., Human Factors Lab., Kyung Hee University B.S., Industrial Engineering, Kyung Hee University E-mail - kathasdiablo_at_gmail.com

Seohyun CHOI (최서현) Ph.D. Candidate, IAI Lab., 2021.3~ M.S., BPMLab., 2014.3~2016.2 Research Assistant, BPMLab., 2012.1~2013.2 Industrial Engineering, Kyung Hee University Netmarble Corp. (넷마블) E-mail - choish91_at_khu.ac.kr Master Thesis: A Process Mining Technique based on Bayesian Networks for Inference of Probabilistic Event Patterns (확률적 이벤트 패턴 추론을 위한 베이지안 네트워크 기반 프로세스 마이닝 기법)

Young-Suk HAN (한영석) Ph.D. Candidate, IAI Lab., 2021.3~ M.S., IAI Lab., 2019.3~2021.2 Industrial Engineering, Kyung Hee University E-mail - ysjhan_at_khu.ac.kr Master Thesis: A Learning-to-Rank Based Job Dispatching Method for Production Scheduling Using Machine Learning (머신러닝을 이용한 Learning-to-Rank 기반 스케줄링 작업할당 학습기법 개발)

Heeyoung PARK (박희용) (part-time) MS-PhD combined student, IAI Lab., 2020.3~ B.S., Electronic Engineering, Kyung Hee University E-mail - heeyong_park_at_khu.ac.kr;heeyong_park_at_jvg.co.kr

Beomseok SEO (서범석) (part-time) M.S. student, Big Data Analytics, 2022.9~ B.S., Applied Mathmatics, Kyung Hee University E-mail - beomseok_at_khu.ac.kr

Minsik KIM (김민식) M.S. student, Big Data Analytics, 2023.3~ Research Assistant, IAI Lab., 2022.7~2023.02 Industrial Engineering, Kyung Hee University E-mail - 2017100869_at_khu.ac.kr

Minjong SHIN (신민종) M.S. student, Big Data Analytics, 2024.3~ Mechanical Engineering, Inha University E-mail - shinmj_at_khu.ac.kr

Sol JEONG (정솔) M.S. student, Big Data Analytics, 2024.3~ Industrial and Management Systems Engineering, Kyung Hee University E-mail - bohomi1995j_at_khu.ac.kr

Upload new Attachment "mgkang.jpg"

Myung-Gu KANG (강명구) Research Assistant, IAI Lab., 2023.01~ Software Convergence, Kyung Hee University E-mail - augrb_at_khu.ac.kr

Donghyun PARK (박동현) (PhD, 2024.2) 융합기술원, 2024.3~ Ph.D., IAI Lab., 2019.9~2024.2 M.S., IAI Lab., Kyung Hee University, 2019.8 Research Assistant, IAILab., 2017.4~8 B.S., Industrial Engineering, Kyung Hee University, 2017.8 E-mail - pdh_at_khu.ac.kr Master Thesis: Diagnosis of Machine Tool Wear Using Real-Time Object Detection Algorithms Based on Deep Learning (딥러닝 기반 실시간 객체 탐지 알고리즘을 이용한 설비 마모 진단 연구) Doctoral Thesis: Explainable Domain Generalization Techniques for Time Series Classification (시계열 분류를 위한 설명가능한 도메인 일반화 기법)

Donghyuk JANG (장동혁) (MS, 2024.2) M.S., Big Data Analytics, 2022.3~2024.2 B.S., Industrial Engineering, Hankuk University of Foreign Studies E-mail - hyuk5930_at_khu.ac.kr Master Thesis: Interpretable open-set recognition for fault diagnosis of rotating machines (회전기기 이상진단을 위한 설명가능한 오픈셋 인식)

Han-Ik CHO (조한익) (MS, 2024.2) M.S., Big Data Analytics, 2022.3~2024.2 B.S., Mathematics, Kangwon National University E-mail - johanik_at_khu.ac.kr Master Thesis: Supervised Contrastive Learning for Effective Fault Classification (효과적 고장 분류를 위한 대조적 지도학습)

Hoonseok PARK (PhD, 2022.8) https://cacaotree.github.io/ Samsung Elec. 2023.1~ Ph.D., IAILab., 2022.8 M.S., IAI Lab., Kyung Hee University, 2018.2 B.S., Industrial Engineering, Kyung Hee University, 2016.2 E-mail -hoonseok_at_khu.ac.kr Doctoral Thesis: Explainable Artificial Intelligence for Spatiotemporal Data Analysis Master Thesis: Frequent Pattern Discovery and Analysis from Multivariate Time Series in Manufacturing (다변량 제조 시계열 데이터의 규칙 발견 및 패턴 분석 연구)

Jimin KIM (MS, 2022.8) M.S., IAI Lab., 2022.8 Research Assistant, IAI Lab., 2019.3~ B.S., Industrial Engineering, Kyung Hee University E-mail - _at_khu.ac.kr Master Thesis: Hierarchical Deep Q-Networks 기반 SBS/RS 입고 정책 학습 (Learning Storage Policies for SBS/RS Using Hierarchical Deep Q-Network)

Yuri HAN (MS, 2022.8) M.S., IAI Lab., 2022.8 B.S., Industrial Engineering, Myungji University E-mail - youry6936_at_khu.ac.kr Master Thesis: Document Object Detection을 위한 비용-효율적 Active Transfer Learning 프레임워크 (Cost-efficient Active Transfer Learning Framework for Document Object Detection)

Youngha JOO (MS, 2022.8) M.S., IAI Lab., 2022.8 B.S., Astronomy & Space Science, Kyung Hee University E-mail - qmopla_at_khu.ac.kr Master Thesis: Traffic Flow Speed Prediction in Semiconductor Fab Using Temporal Graph Convolutional Networks (시간 그래프 합성곱 신경망을 이용한 반도체 팹의 반송흐름속도 예측)

Junmo AN (MS, 2021.2) 금장, 2021.2~ Master, IAI Lab., 2019.3~2021.2 Industrial Engineering, Kyung Hee University E-mail - _at_khu.ac.kr 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)

Jeong-Eon AHN (MS, 2020) Samsung Electronics, 2021.10~ HDC (현대산업개발), 2020.11~2021.9 M.S., IAI Lab., 2019.3~2020.8 Research Assistant at IAILab., 2018.3~2019.2 B.S., Industrial Engineering, Kyung Hee University E-mail -jeongeon_at_khu.ac.kr Master Thesis: Development of an Ensemble Scheduler from Optimal Scheduling Solutions Using Machine Learning (머신러닝을 이용한 최적해로부터의 스케줄링 작업할당규칙 학습기법 개발)

Josué Rodolfo OBREGON VELASQUEZ (PhD, 2020.2) http://josue-obregon.com Assistant Professor, IE, SeoulTech, 2023.9~ Research Professor, IAILab., 2023.4~2023.7 Post-Doctor, IAILab., 2020.3~2023.3 Ph.D., IAILab., 2020.2 M.S., IAI Lab., Kyung Hee University, 2012.3~2014.2 B.S., Science and Systems Engineering, San Carlos University, 2011 Research Interests - Machine learning explainability, fault detection E-mail - jobregon_at_khu.ac.kr Doctoral Thesis: Machine learning interpretability of decision tree ensembles for imbalanced classification: Techniques and their visualization Master Thesis: Discovery of Users-Centric Hierarchical Process Models in Social Networking Services

Min-Woo BAEK (MS, 2020) 한화모멘텀, 2022.12~ Korea Electronics Technology Institute (한국전자기술연구원), 2020.11~2022.08 M.S., IAI Lab., 2018.3~2020.2 B.S., Industrial Engineering, Kyung Hee University, 2018.2 https://rasnim.github.io E-mail - bjh713_at_khu.ac.kr Master Thesis: A Clustering and Assignment Technique of Automotive Welding Points for Path Generation of Industrial Robots (로봇 경로 생성을 위한 차량 용접점 클러스터링 및 할당 기법 연구)

Min Kyu SIM (Research Professor) Assistant Professor, Industrial Engineering, Seoul National University of Science & Technology, 2019.9~ Research Professor, Industrial Engineering, Kyung Hee University, 2018.3~2019.8 KB Asset Management Co., Ltd., 2017 Samsung Asset Management Co., Ltd., 2016 Ph.D., Industrial & Systems Engineering, Georgia Institute of Technology, 2015.6 M.S., Financial Mathematics, University of Chicago B.S., Industrial Engineering, Seoul National University

Aekyung KIM (PhD, 2018) Senior Researcher, Samsung Electronics (삼성전자), 2019.3~ Post-Doctor, IAILab., 2018.9~2019.1 / Ph.D., IAILab., 2018.8 / M.S., IAI Lab., 2012.2 Research assistant, IAI Lab., 2009.6~2010.8 B.S., Industrial Engineering, Kyung Hee University, 2010.8 Research Interests - Dynamic Process Patterns, Process Mining E-mail -akim1007_at_khu.ac.kr https://sites.google.com/site/akkim7979/ Doctoral Thesis: Ensemble-based Quality Classification and Deep Reinforcement Learning-based Production Scheduling (앙상블 기반 품질 분류 및 심층강화학습 기반 생산 스케줄링) Master Thesis: A Process Mining Technique for Performer Recommendation Using Decision Tree (의사결정나무 기반의 프로세스 마이닝을 이용한 업무 담당자 추천 기법)

Berny Alfonso CARRERA GORDILLO (PhD, 2019) Post-Doctor, Industrial Intelligence Lab, Inchen National University, 2019.11~ Ph.D., Industrial Engineering, Kyung Hee University, 2011.9~2019.2 M.S., Reengineering and Assurance Technologies, Galileo University, 2010 M.S., Database Systems, Galileo University, 2010 B.S., Computer Engineering, Galileo University, 2010 Research Interests - Business process optimization, Web Services, Social Networks Hobby - Swimming, Read, Online Games E-mail - bernyh2o_at_gmail.com https://sites.google.com/site/bernyh2o/ Doctoral Thesis: Predictive and Descriptive Analytics for Smart Energy and Social Networks

Yerin AHN(MS, 2019) M.S., IAI Lab., 2017.3~2019.2 Research Assistant at BPMLab., 2016.10~2017.2 Industrial Engineering, Kyung Hee University E-mail - Master Thesis: 순환신경망을 이용한 생산라인 AMHS 도달시간 예측 연구

Seul-Gi KIM (MS, 2019) Researcher, SK주식회사 C&C, 2019.05~ Researcher, 포스코 ICT, 2018.11~2019.04 M.S., IAI Lab., 2017.3~2019.2 Research Interests - BigData analytics, Machine Learning Hobby - soccer E-mail - super_man_at_sk.com Master Thesis: 단일 클래스 분류 기법을 이용한 진동 데이터 기반 시스템 고장 감지 분석: 마할라노비스 거리 기반 분류 기법을 중심으로

Parul SINGH (MS, 2018) M.S., IAILab., 2014.9~2018.2 E-mail - osg_singhs_at_yahoo.com Master Thesis: Flow Orientation Analysis for Major Activity Regions Based on Smart Card Transit Data

Upload new Attachment "bitzel.jpg"

Bitzel CORTEZ (MS, 2018) M.S., IAILab., 2014.9~2018.2 E-mail - bitzel30_at_gmail.com Master Thesis: Recurrent Neural Networks for Emergency Event Assessment

KyuHyup OH (PhD, 2017) Senior Researcher, KTL (Korea Testing Laboratory, 한국산업기술시험원), 2018.3~ Post-doc, IAILab., 2017.9~2018.2 MS-PhD student, IAILab.(7.5), 2010.3~2017.8 Research Assistant(2007.12~2010.2), BPMLab. Dept. of Industrial Engineering, Kyung Hee University Doctoral Thesis: Techniques and Applications of Classification and Clustering of Big Time-Series Data Research Interests - Process Mining, Semantic Web, Web Security, Log Analysis Hobby - Linux, Mac E-mail - k8383_at_khu.ac.kr Doctoral Thesis: Techniques and Applications of Classification and Clustering of Big Time-Series Data (시계열 빅데이터 분류 및 클러스터링 기법과 응용)

Jinsung LEE (PhD, 2017) Senior Researcher, KETI (Korea Electronics Technology Institute, 전자부품연구원), 2019.2~ Senior Researcher, KOSF (Korea Smart Factory Foundation, 스마트공장추진단), 2015.1~2019.1 Ph.D, MIS Lab., 2010.3~2017.8 Master of Science(2007.9~2010.2), MIS Lab. Industrial Engineering, Kyung Hee University E-mail - jinsl127_at_khu.ac.kr Doctoral Thesis: Data-driven Operational Analytics based on Process Mining Techniques (데이터 기반의 프로세스 운영 분석) Master Thesis: Fuzzy-AHP 기법을 이용한 IT 아웃소싱 평가지표 우선순위 수립에 관한 연구

Jisuk PARK (MS, 2017) Researcher, Rotork Controls Korea (로토큰컨트롤즈코리아(주)), 2018.2~ M.S., MIS Lab., 2014.3~2017.8 E-mail -

KyuRi KIM Ph.D. student(-), Industrial Engineering, Kyung Hee University, 2009.3~ M.S., Computer Engineering, Jeju National University, 2008 Research Interests - Ubiquitous Computing, BPM, DW, Ontology Hobby - Meditation E-mail - krkim82_at_khu.ac.kr

Gwangjin HEO (MS, 2016) Master of Science at BPMLab., 2014.9~2016.2 Research Assistant at BPMLab., 2013.6~2014.8 Industrial Engineering, Kyung Hee University LS Cable & System Ltd. (LS전선)->LG Display Research Interests - Business Analytics for Supply Chain, Database Management E-mail - jin89_at_khu.ac.kr https://sites.google.com/site/gjheo89/ Thesis: Analysis of Critical Path and Bottleneck in Business Process Execution

Upload new Attachment "hgmoon"

Hyunkoo MOON (MS, 2015) Master of Science at MIS Lab., Industrial Engineering, Kyung Hee University, 2013.9~2015.8 IMS Daewon (IMS 대원)->농협 E-mail - hkmoon1987_at_khu.ac.kr https://sites.google.com/site/flowerhkmoon/ Thesis: 스마트카드 빅데이터를 이용한 대중교통 편의성 분석

Kwanho KIM (Post-doc, 2014) Post-doc researcher(2012.9~2014.2), BPMLab., Kyung Hee University Ph.D., Industrial Engineering, Seoul National University, 2012 Assistant Professor, Industrial & Management Engineering, Incheon National University E-mail - kwanho.kay.kim_at_gmail.com

Upload new Attachment "yhahn.jpg"

Yunha AHN (MS, 2013) Master of Science at MIS Lab., Kyung Hee University, 2011.3~2013.8 E-mail - roxy87_at_khu.ac.kr Thesis: 프로세스 마이닝을 이용한 웹 접속 로그 분석

Hwang-Hyeon MA (MS, 2013) Master of Science at BPMLab., Kyung Hee University, 2011.3~2013.2 Research assistant at BPMLab., 2009.2~2011.2 Dept. of Industrial Engineering, Kyung Hee University Daewoo Shipbuilding & Marine Engineering co.,Ltd (대우조선해양 기술연구소)->한국산업기술시험원 E-mail - hyeon_at_khu.ac.kr Thesis: 프로세스 마이닝을 이용한 위치 이력의 라이프 패턴 분석

Upload new Attachment "chpark.jpg"

Chihyung PARK (MS, 2013) Master of Science at MIS Lab., Kyung Hee University, 2010.9~2013.2 Industrial Engineering, Kyung Hee University Samsung SDS (삼성SDS) E-mail - ruledis1_at_khu.ac.kr Thesis: P-SERVQUAL:갭 모델 기반의 서비스 프로토타입 품질 측정 도구 개발

Upload new Attachment "hjkim.jpg"

Hyunjin KIM (MS, 2013) Master of Science at MIS Lab., Kyung Hee University, 2010.9~2013.2 Dongjin Control Technology (동진제어기술) E-mail - hyunjin1345_at_gmail.com Thesis: 유비쿼터스 콜드 체인 물류를 위한 지능형 위험 관리 프레임워크

Pablo Augusto ROSALES TEJADA (MS, 2011) Master of Science at BPMLab., Kyung Hee University, 2009.9~2011.8 Master of Business Administration, Mesoamericana University, 2008 B.S., Science and Systems Engineering, San Carlos University, 2006 Assistant professor in San Carlos University, Guatemala parosales_at_gmail.com Thesis: Context-Aware Complex Event Processing for Ubiquitous Business Process Management

Jihwan JUNG (MS, 2010) Master of Science at MISLab., 2008.3~2010.2 B.S., Industrial Engineering, Kyung Hee University, 2008.2 Business Innovation Center, LG Display (LG디스플레이) jiwhan_at_lgdisplay.com Thesis: SCOR 모델에 기반한 제조협업에서의 협력적 성과지표 관리