Prof. Jin Hee Yoon

EDUCATION

• B.S., Dept. of Mathematics, Yonsei University, Seoul, South Korea 

• M.S., Dept. of Mathematics, Yonsei University, Seoul, South Korea  

• Ph.D., Dept. of Mathematics, Yonsei University, Seoul, South Korea  

CAREER

• (Present) Associate Professor,  Dept. of Artificial Intelligence and Information Technology,  Sejong University, Seoul

• Assistant Professor, Dept. Mathematics and Statistics, Sejong University, Seoul 

• Teaching Professor, Dept. Mathematics and Statistics, Sejong University, Seoul 

• Research Professor, School of Economics, Yonsei University, Seoul 

• Post-Doc. School of Economics, Yonsei University, Seoul 

RESEARCH INTEREST

• Foundational AI & Optimization

• Trustworthy AI (XAI/TAI)

• Robust & Reliable Data Science

• AI Inference under Uncertainty and Imprecision

• Human-Centric Intelligent Systems and Social Dynamics

RESEARCH WORKS

• Research Papers - Google Scholar: 

https://scholar.google.com/citations?user=Rq_TQc0AAAAJ&hl=ko 

• Research Papers - Researchgate: 

https://www.researchgate.net/profile/Jin_Yoon4/research 

• Books: 

- 확률 및 통계: 이론적 기초 (경문사, 2004) 

- AI 시대의 통계적 예측: 시계열의 인공신경망 예측 (경문사, 2024)

RESEARCH PROJECT

• Soft Computing-based Causal Analysis and Fusion Study on Deep Learning and Fuzzy-Neural Networks for TAI(inTerpretable AI) and XAI(eXplainable AI) [TAI(inTerpretable AI) 와 XAI(eXplainable AI)를 위한 소프트컴퓨팅 기반 인과관계분석 및 딥러닝(DL)과 퍼지신경망(FNN)의 융합연구]  (NRF, 2024~2028) – PI

•  Design and development of uncertainty mediation and moderation analysis models based on intelligent algorithms for artificial intelligence(AI) applications [인공지능(AI)에의 적용을 위한 지능형 알고리즘 기반 불확실성 매개분석 및 조절분석 모형개발에 관한 연구](NRF, 2020~2024) - PI

• Fuzzy theory application to the Chaos theory [퍼지이론을 적용한 카오스이론 연구](세종대학교, 2020~2021) - PI

• Open platform technology for autonomous participation of energy network components[에너지 네트워크 구성요소의 자율적 참여를 위한 개방형 플랫폼 기술] (NRF, 2021~2023) - Co-researcher

• A study on the statistical optimization model developing based on deep learning and optimization algorithm [딥 러닝과 최적화 알고리즘을 이용한 최적화 통계모델의 개발에 관한 연구] (NRF, 2017~2020) - PI

PROFESSIONAL ACTIVITIES

1)  LEARNED SOCIETY

• Representative for Korea, IFSA (International Fuzzy Systems Association)

• Vice Chair of Technical Committee, IEEE CIS (Computational Intelligence Society)

• Chair of the International Cooperation Committee, KIIS (Korean Institute of Intelligent Systems) 

• Member of IEEE, IEEE CIS(Computational Intelligence Society)

• Board member of KIIS (Korean Institute of Intelligent Systems) 

• Member of the KMS(Korean Mathematical Society)

• Member of the KSS(Korean Statistical Society)

• Member of the KAIA(Korean Artificial Intelligence Association)

2)  JOURNAL EDITOR

• Associate Editor, IEEE Transactions on Fuzzy Systems (SCI, Q1, 2.58%)

https://cis.ieee.org/publications/t-fuzzy-systems/tfs-editor-and-associate-editors 

• Associate Editor, Soft computing (SCI, Q2)

https://link.springer.com/journal/500/editorial-board 

• Associate Editor, Int. J. of Fuzzy Logic and Intelligent Systems, (ESCI Q2/SCOPUS/KCI): 

https://www.ijfis.org/content/about/editorial_board.html 

• Editorial Board, J. of Korean Institute of Intelligent Systems (KCI)

http://journal.kiis.or.kr/ 

• Int. J. of Approximate Reasoning (SCI, Q1): Guest editor 

• Soft computing (SCI): Guest editor

• Complexity (SCIE): Guest editor

• Information (SCOPUS): Guest editor

• The Scientific World Journal (SCIE): Editorial Board

• International Journal of Applied Economics: Editorial Board

3) COMMITTEE AND ORGANIZER OF INTERNATIONAL CONFERENCES

• Publicity chair of 2025 Fall conference of KIIS, https://kiis.or.kr/conf/2025f/sub01_2.asp   

• International relation chair, ISIS 2025, https://isis-kiis.org/ 

• International Advisory Board, iFuzzy 2025, https://ite.mcu.edu.tw/ifuzzy2025/en

• Program committee of Eusflat 2025, https://eusflat2025.eu/

• International relation chair, ISIS 2024, https://soft-cr.org/scis/2024/

• International Advisory Board, iFUZZY 2024, http://web.ite.mcu.edu.tw/ifuzzy2024/en

• Special session Organizer, IPMU2024, https://ipmu2024.inesc-id.pt/

• Technical Program Committee of WCCI(FUZZ-IEEE 2024), https://2024.ieeewcci.org/

• Publicity chair of 2023 Fall conference of KIIS

• Publication chair of FUZZ-IEEE 2023 https://fuzz-ieee.org/

• Publication chair of IFSA 2023 https://ifsa2023.org/

• Program Committee of EUSFLAT 2023

https://www.eusflat2023.eu/88603/section/39782/eusflat-13th-conference-of-the-european-society-for-fuzzy-logic-and-technology-jointly-with-the-ago.html

• International relation chair of ISIS 2023 https://isis-kiis.org/

• Publicity chair of 2023 Spring conference of KIIS

• Publicity chair of 2022 Fall conference of KIIS

• Program committee of SMPS 2022 http://smps2022.uva.es/committees/

• Keynote speaker of ICHSA 2022 (Feb.23rd, 2022) https://sites.google.com/view/ichsa2022/keynote-lectures

• Keynote speaker of CSC 2021 (Dec.29th., 2021)

• International relation chair of ISIS 2021

• Committee of 2021 Fall conference of KIIS

• Area chair / PC member/Special session organizer of IFSA-EUSFLAT 2021 (Slovakia) 

http://ifsa-eusflat2021.eu/committees.html

• Program Committee of SMPS 2020 (Spain) http://smps2020.uva.es/committees/

• International Relation Chair of SCIS-ISIS 2022, Ishsima, Japan http://soft-cr.org/scis/2022/committee.html

• General chair / 2021 Spring conference of Korean Institute of Intelligent Systems (Sejong Univ.) http://fuzzy.or.kr/main/

• Vice-chair of Program Committee of SCIS&ISIS 2020 (Japan) http://scis.j-soft.org/2020/committee.html

• Publication chair: ISIS & ICBAKE 2019 (Jeju)

• Program chair: ISIS 2018 (Japan)

• Program chair: iFUZZY 2018 (Daegu),  

• Program chair: KIIS 2018 (Fall, Spring)

• Program chair:  ISIS 2017 (Daegu), 

• Program Committee: ICFMsquare’16 (Switzerland) ICEDEG 2017 (Equador), IFSA 2017 (Japan), ISIS 2017 (Daegu),  ICEBE 2018 (Japan), ACAIT 2019 (China), Eusflat 2019 (Czech Republic), SMPS 2020 (Spain),  ICEDEG 2021 (Equador)

• Scientific committee: ICIS2013, ICIS2014, ICMF2016 (Iran)

• Organized session committee chair: ISIS2015(Mokpo), ISIS2016 (Japan) 

• Special session organizer: FUZZ-IEEE2014 (China), FUZZ-IEEE 2015 (Turkey) 

• Organizer: Hot topic workshop 2012, 2013 (NIMS, Daejeon)