CV

International Program Committee Member

Symposium on Computational Intelligence

Guest Professor

Computational Intelligence Center

Associate Editor

IEEE Transactions on Big Data

원장 / Dean

부산대학교 데이터사이언스전문대학원 / Pusan National University, Graduate School of Data Science

학과장 / Department Head

부산대학교 산업공학과 / Pusan National University, Department of Industrial Engineering

위원 / Committee Member

부산광역시 과학기술진흥위원회 기획전략위원회 / Pusan Science and Technology Promotion Committee

연구소장 / Director

부산대학교 지능물류빅데이터연구소 / Pusan National University, Intelligent Logistics Big Data Research Institute

센터장 / Director

부산대학교 공학교육혁신센터 / Pusan National University, Engineering Education Innovation Center

부원장 / Associate Director

부산대학교 교육인증원 / Pusan National University, Office of Educational Accreditation

편집위원 / Editorial Board Member

대한산업공학회 / Korean Institute of Industrial Engineers

전문위원 / Expert Committee Member

부산과학기술기획평가원 / Busan Institute of Science and Technology Evaluation and Planning

부회장, 편집위원 / Vice President & Editorial Board Member

한국빅데이터학회 / Korea Big Data Society

Associate Editor

International Journal of Innovative Computing, Information and Control

Associate Editor

International Journal of Innovation in Enterprise System

위원 / Committee Member

부산광역시 정보화위원회 / Busan Metropolitan City Informatization Committee

Associate Editor

ICIC-Express Letters

편집위원 / Editorial Board Member

경제경영전략연구소 / Economic Management Strategy Research Institute

기술사업부장 / Technology Business Division Manager

부산대학교 산학협력단 / Pusan National University, Industry-University Cooperation Foundation

편집위원 / Editorial Board Member

한국SCM학회 / Korea SCM Society

편집위원 / Editorial Board Member

한국전자거래학회 / Korea Society for e-Business

교육지원실장 / Education Support Division Manager

차세대물류IT연구사업단 / Next Generation Logistics IT Research Center

교수 / Professor

부산대학교 산업공학과 / Pusan National University, Department of Industrial Engineering

PhD

Seoul National University, Seoul, South Korea

Industrial Engineering

• e-Business 문서관리: 워크플로우 프로세스를 위한 비즈니스 문서 변경관리, 공학박사학위논문, 서울대학교, 2002.08

Master

Seoul National University, Seoul, South Korea

Industrial Engineering

• 동적 워크플로우 관리기의 개발, 공학석사학위논문, 서울대학교, 1998.02

Bachelor

Seoul National University, Seoul, South Korea

Industrial Engineering

Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data

IEEE Transactions on Pattern Analysis and Machine Intelligence

Proposed a novel neural architecture called Correlation Recurrent Unit (CRU) that performs time-series decomposition within neural cells and learns correlations between decomposition components, achieving over 10% improvement in long- and short-term predictive performance.

Genetic algorithms for job shop scheduling problems with alternative routings

International Journal of Production Research

Developed mixed-integer linear programming (MILP) formulations and genetic algorithms for job shop scheduling problems with alternative machine routings, addressing four performance measures: mean flow time, makespan, maximum lateness, and total absolute deviation from due dates.

Automatic control of workflow processes using ECA rules

IEEE transactions on knowledge and data engineering

Proposed a novel approach for automatic execution of business processes using event-condition-action (ECA) rules with active database capabilities, introducing block-based process classification and hierarchical tree transformation methods.