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

Yuchan CHOI(최유찬) M.S. student, Big Data Analytics, 2024.9~ Biotechnology, Korea University E-mail - oksusu_at_khu.ac.kr

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

Donghyun PARK (박동현) (PhD, 2024.2) Advanced Institute of Convergence Technology (차세대융합기술연구원), 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) OCI, 2024.9~ 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) SK Magic (SK매직), 2024.1~ 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) Upstage (업스테이지), 2023~ 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) i-Sens (아이센스), 2023~ 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) Kumjang (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 (삼성전자), 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) Associate Instructor, University of Utah Asia Campus, 2024.8~ Post-Doctor/Research Prof., Inchen National University, 2019.11~/2023.1~ 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

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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

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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

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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

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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

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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