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22 Jia Yoo
SKT FLY AI Internship
Email: ujia0220@gmail.com
Paper: Enhancing Support Vector Machines with Fuzzy M-Estimator Inspired Approaches for Robust Classification (Mingyeong Kim*, Jia Yoo*, Jin Hee Yoon) : * co-first authors
Conference ('25 KIIS Spring): Robust Soft Margin Support Vector Machine for Multi-Class Classification (Jia Yoo*, Mingyeong Kim,Jin Hee Yoon)
Conference ('25 KIIS Spring): Robust M-Estimation Based SVM for Improving Binary Classification (Mingyeong Kim, Jia Yoo, Jin Hee Yoon)
Conference ('25 KSS(Korean Statistical Society) Winter): Robust Support Vector Machines with M-Estimator-Driven Loss Functions (Mingyeong Kim, Jia Yoo, Jin Hee Yoon) - Best Paper Award
21 Mingyeong Kim
Graduate School of Korea University, Dept. of Statistics
Email: alsrud8238@gmail.com
Paper: Enhancing Support Vector Machines with Fuzzy M-Estimator Inspired Approaches for Robust Classification (Mingyeong Kim*, Jia Yoo*, Jin Hee Yoon) : * co-first authors
Conference ('25 KIIS Spring): Robust M-Estimation Based SVM for Improving Binary Classification (Mingyeong Kim*, Jia Yoo, Jin Hee Yoon) - Best Paper Award
Conference ('25 KIIS Spring): Robust M-Estimation Based SVM for Improving Binary Classification (Mingyeong Kim, Jia Yoo, Jin Hee Yoon)
Conference ('25 KSS(Korean Statistical Society) Winter): Robust Support Vector Machines with M-Estimator-Driven Loss Functions (Mingyeong Kim*, Jia Yoo, Jin Hee Yoon)
20 Yong Wook Lee
Sungkyunkwan Unversity, Dept. of Mathematics
Email: falcon0710@naver.com
Silver Prize, University Mathematics Competition (24.12) - organized by the KMS (Korean Mathematical Society)
19 Yeon Kyung Lee
Graduate School of Artificial Intelligence, Yonsei University
Research Area: Diffusion Models, Medical Foundation Model
Paper (IJFIS, ESCI Q3, Scopus, 2025):Evaluation Model using Fuzzy Theory (Su Young Yang*, Jae Min Lim, Eun Hyo Lee, Yeon Kyung Lee, Jin Hee Yoon, Dae Jong Kim)
Paper (Revision / IJFS, SCI Q2, 2025): Mediation and Fuzzy Mediation Analysis for Multiple Covariates and Its Applications to Solar Power Data (Yeon Kyung Lee*, Jung Eun Lee*, Sung Wook Baik, Jin Hee Yoon) : * co-first authors
Conference ('21 KIIS Fall) : 다중 퍼지매개분석 및 태양광발전량에의 응용 (이연경*, 이정은, 윤진희)
- Best Paper Award
Conference (’21 ISIS): Fuzzy Mediation Analysis for Multiple Covariates (Jung Eun Lee*, Yeon Kyung Lee, Jin Hee Yoon)
Excellence Award - Big Data Competition ('22.04) - hosted by the Public Procurement Service of Korea (조달청 주최)
(양수영, 임재민, 이연경, 이은효)
19 Jung Eun Lee
Graduate School of Sungkyunkwan University, Dept. of Statistics
Email: dldwjddmd@skku.edu; wheeboo@naver.com
Paper (Revision / IJFS, SCI Q2, 2025): Mediation and Fuzzy Mediation Analysis for Multiple Covariates and Its Applications to Solar Power Data (Yeon Kyung Lee*, Jung Eun Lee*, Sung Wook Baik, Jin Hee Yoon) : * co-first authors
Conference (’21 ISIS): Fuzzy Mediation Analysis for Multiple Covariates (Jung Eun Lee*, Yeon Kyung Lee, Jin Hee Yoon)
Conference ('21 KIIS Fall) : 다중 퍼지매개분석 및 태양광발전량에의 응용 (이연경*, 이정은, 윤진희)
- Best Paper Award
18 Kyung Jin Shin
Graduate School of Data Science, KAIST (Master/Ph.D course)
Research Area: Diffusion Models, Computer Vision, Generative Models
Email: kj_shin@kaist.ac.kr
Paper (Published / IJFS, SCI Q2, 2026): Fuzzy Multiple Moderation and Moderated-Mediation Analysis based on L1 and L2 Metrics with Evolutionary Algorithms and Neural-Networks (Kyung Jin Shin*, Beom Seok Kim*, Zong Woo Geem, Geon Hee Lee, Sung Wook Baik,Jin Hee Yoon): * co-first authors
Conference Paper (’23 KIIS Spring): Multiple Moderation Analysis Based on Fuzzy Theory (Kyung Jin Shin*, Beom Seok Kim, Jin Hee Yoon) - Best Paper Award
Conference (’23 IFSA): Fuzzy Multiple Moderation and Moderated-Mediation Analysis (Beom Seok Kim*, Kyung Jin Shin, Jin Hee Yoon) - Best Presentation Award
President’s Award of the Korean Institute of Intelligent Systems (KIIS)
18 Beom Seok Kim
Graduate School of Korea University, Dept. of Statistics
Research Area: Survival Analysis
Email: terry811329@naver.com
Paper (Published / IJFS, SCI Q2, 2026): Fuzzy Multiple Moderation and Moderated-Mediation Analysis based on L1 and L2 Metrics with Evolutionary Algorithms and Neural-Networks (Kyung Jin Shin*, Beom Seok Kim*, Zong Woo Geem, Geon Hee Lee, Sung Wook Baik,Jin Hee Yoon): * co-first authors
Conference (’23 IFSA): Fuzzy Multiple Moderation and Moderated-Mediation Analysis (Beom Seok Kim*, Kyung Jin Shin, Jin Hee Yoon) - Best Presentation Award
Conference Paper(’23 KIIS Spring): Multiple Moderation Analysis Based on Fuzzy Theory (Kyung Jin Shin*, Beom Seok Kim, Jin Hee Yoon) - Best Paper Award
18 Suyoung Yang
Graduate School of Artificial Intelligence, Yonsei University
Research Area: Continual Learning, Reinforcement Learning, Computer Vision
Email: suyoung425@yonsei.ac.kr
Paper( IJFIS / ESCI Q3, Scopus, 2025):Evaluation Model using Fuzzy Theory (Suyoung Yang*, Jae Min Lim, Eun Hyo Lee, Yeon Kyung Lee, Jin Hee Yoon, Dae Jong Kim)
Conference (’22 KIIS춘계): 퍼지이론을 이용한 다수공급자계약제도(MAS) 사후평가 모델 (양수영*, 임재민, 이은효, 이연경, 윤진희)
Conference (’22 KIIS춘계): 경험적 가중치를 이용한 퍼지시계열 분석 (임재민*, 양수영, 윤진희)
Excellence Award - Big Data Competition ( hosted by the Public Procurement Service of Korea:조달청 주최)
(양수영, 임재민, 이연경, 이은효)
18 Da Jeong Kang
Graduate School of Computational Science and Engineering, Yonsei University
Research Area: Inverse Problem
Email: doramisister@naver.com
Paper (Accepted / Soft Computing, SCI Q2, 2025): Bootstrapping for Fuzzy Mediation and Moderated-Mediation Analysis using Fuzzy Least Squares Estimation (FLSE) and Fuzzy Least Absolute Deviations (FLAD) with Evolutionary Algorithms (Da Jeong Kang*,Hyeon Gu Kang*, Geon Hee Lee, Sung Wook Baik, Zong Woo Geem, Jin Hee Yoon): * co-first authors
Conference (’23 ISIS): Bootstrapping for Fuzzy Mediation and Analysis using FLSE and FLAD with Evolutionary Algorithms (Da Jeong Kang*, Hyeon Gu Kang, Jin Hee Yoon)
Conference (’23 KIIS춘계): Fuzzy Mediation Analysis Based on the Bootstrapping Approach (강현구*, 강다정, 윤진희)
18 Hyeon Gu Kang
Graduate School of Korea University, Dept. of Computer Science and Engineering
Email: mjsk1145@naver.com
Paper (Accepted / Soft Computing, SCI Q2, 2025): Bootstrapping for Fuzzy Mediation and Moderated-Mediation Analysis using Fuzzy Least Squares Estimation (FLSE) and Fuzzy Least Absolute Deviations (FLAD) with Evolutionary Algorithms (Da Jeong Kang*, Hyeon Gu Kang*, Geon Hee Lee, Sung Wook Baik, Zong Woo Geem, Jin Hee Yoon): * co-first authors
Conference (’23 KIIS Spring): Fuzzy Mediation Analysis Based on the Bootstrapping Approach (강현구*, 강다정, 윤진희)
Conference (’23 ISIS):Bootstrapping for Fuzzy Mediation and Analysis using FLSE and FLAD with Evolutionary Algorithms (Da Jeong Kang*, Hyeon Gu Kang, Jin Hee Yoon)
18 Eun Hyo Lee
Graduate School of Ewha Women's University, Dept. of Statistics / Data Scientist, NH bank
Email: dldmsgy214@naver.com
Paper: Fuzzy Time Series Analysis Based on Total Weight and Quarter-Unit Prediction with Fuzzy Hit Ratio and Its Application to Solar Power Data (Eun Hyo Lee*, Jae Min Lim*, Sung Wook Baik, Jin Hee Yoon)
Conference (’21 KIIS Fall): 총가중퍼지시계열분석 및 퍼지적중률을 이용한 태양광 시계열 분석 (이은효*, 임재민, 윤진희)
Conference (’22 KIIS춘계): 퍼지이론을 이용한 다수공급자계약제도(MAS) 사후평가 모델 (양수영*, 임재민, 이은효, 이연경, 윤진희)
Excellence Award - Big Data Competition ( hosted by the Public Procurement Service of Korea:조달청 주최)
(양수영, 임재민, 이연경, 이은효)
17 Jaemin Lim
Graduate School of Artificial Intelligence, Hanyang University
Research Area: Graph Neural Network, functional MRI analysis, brain disorder diagnosis
Email: hanwha1231@hanyang.ac.kr
Paper: Fuzzy Time Series Analysis Based on Total Weight and Quarter-Unit Prediction with Fuzzy Hit Ratio and Its Application to Solar Power Data (Eun Hyo Lee*, Jaemin Lim*, Sung Wook Baik, Jin Hee Yoon)
Conference (’21 ISIS): Quarter-Unit Fuzzy Time Series (Jaemin Lim*, Eun Hyo Lee and Jin Hee Yoon)
- Best Presentation Award
Conference (’22 ISIS): Empirically Weighted Fuzzy Time Series (Jaemin Lim*, Jin Hee Yoon)
Conference (’21 KIIS Fall): 총가중퍼지시계열분석 및 퍼지적중률을 이용한 태양광 시계열 분석 (이은효*, 임재민, 윤진희)
Conference (’22 KIIS Spring): 퍼지이론을 이용한 다수공급자계약제도(MAS) 사후평가 모델 (양수영*, 임재민, 이은효, 이연경, 윤진희)
Excellence Award - Big Data Competition ( hosted by the Public Procurement Service of Korea:조달청 주최)
(양수영, 임재민, 이연경, 이은효)
16 Min Woo Park
Graduate School of Data Science, Seoul National University (Integrated Master’s–Ph.D. course/Ph.D candidate)
Research Area: Causal Inference
Email: alsdn0110@snu.ac.kr
Homepage: https://minwoopark96.github.io/
16 Suho Kim
Sungkyunkwan Unversity, Dept. of Mathematics
SAMSUNG Electronics, Galaxy mobile AI developer
12 Seong Eun Lim
Graduate School of Korea University, Dept. of Statistics
Email: selim9004@korea.ac.kr
Paper (SCI, Q2, 2021): Chaotic behavior in happiness model with fuzzy external force, International Journal of Fuzzy Systems (Jin Hee Yoon, Seongeun Lim, Linyun Huang, Youngchul Bae )
Paper (JKIIS/KCI, 2020): Fuzzy regression analysis for Gaussian fuzzy data (임성은，윤진희)
Conference (’20 KIIS Spring): Fuzzy Regression Analysis for Gaussian Fuzzy data (Seong Eun Lim, Jin Hee Yoon)
- Best Paper Award
12 Woo Young Shin
Graduate School of Korea University, Dept. of Statistics (Integrated Master’s–Ph.D. program)
Assistant Prof., Dept. of Information Statistics, Kangwon National Unversity
Korea Institute of Science & Technology Evaluation and Planning (KISTEP)-한국과학기술기획평가원
Korea Electric Power Corporation (KEPCO)-한국전력
Korea Institute for Defense Analyses (KIDA)-국방연구원
Email: sinwy93@hanmail.net
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