SAL > Professor
Professor
Seungmin Park
Associate ProfessorAssociate Professor · Ph.D.
Dept. of Computer Engineering, Jeju National University
Biography
Prof. Seungmin Park researches Intelligent Systems, Artificial Life, Machine Learning, and Optimization Theory at the Department of Computer Engineering, Jeju National University. His specializations include evolutionary computation, physics-informed neural networks (PINN), and brain-computer interfaces (BCI).
He leads the SAL (Soft Artificial Life) Laboratory, conducting various research projects with graduate and undergraduate researchers in artificial life simulation, intelligent systems, machine learning applications, and optimization.
Education
- • Ph.D. in Control & Systems Engineering, Intelligent Systems — Chung-Ang University (Feb. 2019)
- • B.S. in Electrical & Electronic Engineering — Chung-Ang University (Feb. 2010)
Contact
- Email: spark@jejunu.ac.kr
- Specializations: Intelligent Systems / Optimization Theory / Evolutionary Computation / PINN
Career
- • Associate Professor, Dept. of Computer Engineering, Jeju National University (Mar. 2026 – Present)
- • Assistant/Associate Professor, Dept. of Software, Dongseo University (Oct. 2019 – Feb. 2026)
- • Director, AX Innovation Center, Dongseo University (Feb. 2025 – Feb. 2026)
- • Head Professor, Dept. of Computer Engineering, Graduate School, Dongseo University (Sep. 2023 – Feb. 2026)
- • Director, AI+X Convergence Research Center, Dongseo University (Aug. 2022 – Feb. 2026)
- • Department Chair, Dept. of Software, Dongseo University (Jun. 2021 – Jul. 2022)
- • Executive Committee Member, Industrial AI Standardization Forum (Oct. 2021 – Present)
- • General Affairs Director, Korean Institute of Intelligent Systems (Feb. 2021 – Present)
- • Director, Korea Association of Computer Information (Mar. 2020 – Present)
- • Researcher, Industry-Academic Cooperation Foundation, Chung-Ang University (Jun. 2019 – Sep. 2019)
Research Interests
Research on the design and application of intelligent systems including multi-agent systems, intelligent control, and brain-computer interfaces (BCI)
Studying emergent behavior, self-organization, and adaptation mechanisms in multi-agent-based artificial life systems through computer simulation
Researching machine learning algorithms such as deep learning and reinforcement learning, and applying them to real-world data-driven problem solving
Researching nature-inspired optimization algorithms such as evolutionary computation, metaheuristics, and physics-informed neural networks (PINN)
Publications
Journals
Schizophrenia Detection and Classification: A Systematic Review of the Last Decade
Diagnostics (MDPI), 14(23), 2698
IF 3.0 · Q1 (상위 17.9%)
Enhancing Control Systems through Type-3 Fuzzy Logic Optimization
Mathematics (MDPI), 12(12), 1792
IF 2.3 · Q1 (상위 4.3%)
Generation of CNN Architectures Using the Harmonic Search Algorithm and its Application to Classification of Damaged Sewer
IEEE Access, Vol.10, pp.32150-32160
IF 3.9 · Q2
User State Classification based on Functional Brain Connectivity using a Convolutional Neural Network
Electronics (MDPI), Vol.10, 1158
IF 2.6 · Q2
Advanced Parameter-Setting-Free Harmony Search Algorithm
Applied Sciences (MDPI), Vol.10, Issue 7, 2586
IF 2.5 · Q2
KoBART-based Hybrid Literacy Improvement System for Each level for Efficient Reading
Lecture Notes in Electrical Engineering (Springer), Vol.1028, pp.653-659
Computer-Vision-Based Advanced Optical Music Recognition System
Journal of Computational and Theoretical Nanoscience, Vol.18, No.5, pp.1345-1351
Synesthesia-based Human Augmentation System for Brain to Brain Communication
TEST Engineering & Management, Vol.83, March/April, pp.4497-4502
Real-Time AR Text Recognition Based Library Management System
TEST Engineering & Management, Vol.83, March/April, pp.4489-4496
CNN 기반 신발갑피 패턴인식 및 점착제 도포를 위한 경로점 생성
제어로봇시스템학회 논문지, Vol.23, No.9, pp.725-731
Conferences
Advanced Pioneer Algorithm: Inheritance-based Pioneer-Inspired Optimization Algorithm
AICOMPS 2025 (IEEE)
Graph Attention Network-based EEG Classification Technology using Functional Brain Connectivity Information
ICCAD 2025 (IEEE)
Metaverse-based shooting training simulation to improve user concentration and shooting skills
ICCAD 2025 (IEEE)
KoGPT-2 Integrated SSVEP-Based BCI for Efficient Language Processing
ICCAD 2025 (IEEE)
Digital Tourism Recommendation System Based on Harmony Search Algorithm
ICCAD 2025 (IEEE)
Research Projects
CNMV를 활용한 AI최적화알고리즘 기반 해양탄소배출 예측 시스템
Funding Agency : 한국산업기술진흥원(KIAT), Ministry : 한국산업기술진흥원(KIAT)
지역혁신클러스터육성사업
인간-로봇 상호작용을 위한 월드모델 기반 상황인지를 통한 다중 로봇 제어 시스템 연구
Funding Agency : 교육부, Ministry : 교육부
글로컬대학30
2025 지역대학연계 심화코딩 운영사업
Funding Agency : 부산광역시교육청, Ministry : 부산광역시교육청
교육용역사업
디지털트윈 기반 도시 재난 대응 통합 시뮬레이션 시스템 개발
Funding Agency : 교육부, Ministry : 교육부
글로컬대학30
2025 부산광역시 디지털역량강화 사업
Funding Agency : 한국지능정보사회진흥원(NIA), Ministry : 과학기술정보통신부
디지털 역량강화사업
Patents
효율적인 촬영을 위한 OpenCV 및 Dlib을 활용한 실시간 정면 얼굴 판별 시스템
Application 10-2024-0184760 (2024.12.12)
유해가스 분포 및 유동 예측을 위한 FDS 데이터 기반 PINN 시뮬레이션 방법
Application 10-2024-0182872 (2024.12.10)
지식 증류한 소형 언어 모델과 하모니 서치 알고리즘을 사용한 경량화된 여행경로 추천 시스템
Application 10-2024-0178345 (2024.12.04)
사용자 집중력 향상을 위한 사격 결과 기반 피드백 제공 시스템
Application 10-2024-0154934 (2024.11.05)
LLM기반 SSVEP를 활용한 기능적 심상 문장생성기
Application 10-2024-0139080 (2024.10.14)
Technology Transfer
협업필터링 기반의 호스트-인플루언서 매칭 시스템 및 그 방법
Patent No. 10-2550317