Profile
Ø 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
Ø CAREER
§ 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
Ø RESEARCH INTEREST
§ Mathematical
Statistics (Asymptotic theory)
§ Mathematical
Data Science
§ Machine
Learning / XAI / TAI (Interpretable AI)
§ Soft
Computing
§ Evolutionary Algorithm
§ Chaos
Theory
Ø 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)
Ø 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
§ 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
Ø PROFESSIONAL ACTIVITIES
1) LEARNED SOCIETY
§ Representative
for Korea, IFSA (International Fuzzy Systems Association)
§ Vice Chair
of Technical Committee, IEEE CIS (Computational
Intelligence Society)
§ Member of
IEEE, IEEE CIS
§ Chair of the International Cooperation Committee, KIIS (Korean Institute of Intelligent Systems)
§ Member of
the Korean Mathematical Society
§ Member of
the Korean Statistical Society
§ Member of
the Korean Artificial Intelligence Association
2) Editor
§ Associate
Editor, IEEE Transactions on Fuzzy Systems (SCI, Q1, 2.8%)
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/SCOPUS/KCI):
https://www.ijfis.org/content/about/editorial_board.html
§ Editorial Board, J. of Korean Institute of
Intelligent Systems (KCI)
§ 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
§ 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)
