Selected Paper
Selected Paper
2026
C. Kim, S. Oh, S. Sohn, Minseo Park (2025), "Ensenble Study for Imblanced Breast Cancer Datasets," International Conference on Next-generation Convergence Technology, 7-9 January 2026
2025
[SCI] S. Kim, S.Shon, J. Kim, Minseo Park (2025),MCH-Ensemble: Minority Class Highlighting Ensemble Method for Class Imbalance in Network Intrusion Detection; Appl. Sci. 2025, Vol. 15, No. 23; 12647, November 2025; https://doi.org/10.3390/app152312647
[KCI] S. Sohn, C.Kim, Minseo Park (2025), "DualRAG: 장애인 복지정보 제공을 위한 2단계 RAG 시스템 개발 (DualRAG: A Two-Stage Retrieval-Augmented Generation System for Disabled Person’s Welfare Information), " The Journal of the Convergence on Culture Technology, pISSN 2384-0358 | eISSN 2384-0366 (accepted)
[KCI] S. Oh, Minseo Park (2025), "XRF-Ensemble: 클래스 불균형 해결을 위한 소수 클래스를 강조하는 앙상블 모델 개발(XRF-Ensemble: Ensemble Model Emphasizing Minority Classes for Solving Class Imbalance)," The Journal of the Convergence on Culture Technology, pISSN 2384-0358 | eISSN 2384-0366 (accepted)
[KCI] C. Kim, Minseo Park (2025), "딥러닝 기반 시간대별 지하철 승하차 인원수 예측 (Deep Learning-based Subway Boarding and Arriving Passengers Predictions by Hously)," The Journal of the Convergence on Culture Technology, pISSN 2384-0358 | eISSN 2384-0366 (accpted)
[KCI] S. Oh, Minseo Park (2025), "운송 유형과 물류 거점을 고려한 머신러닝 기반 태국 망고 수출액 예측 (Machine Learning-based Tailand Mango Export Value Prediction considering Tansport Type and Logistic Hub)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 4, pp. 569-574, July 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.4.569
[KCI] S. Sohn, Minseo Park (2025), "머신러닝 기반 중소기업 수출액 예측 (Predicting the Export Value of SMEs using Machine Learning)," The Journal of the Convergence on Culture Technology, July 2025, Vol. 11, No. 4, pp. 171-176, July 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.4.171
[KCI] C. Kim, S. Sohn, S. Yoon, Minseo Park (2025), "지진 데이터를 활용한 머신러닝 기반 쓰나미 예측 (Machine Learning-based Prediction of Tsunami with Earthquake Data)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 3, pp. 371-376, May 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.3.371
[KCI] S. Yoon, S. Oh, S. Sohn, E. Kim, Minseo Park (2025), "머신러닝 기반 화석 나이 예측 (Machine Learning-based Fossil Age Prediction)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 3, pp. 459-464, May 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.3.459
[KCI 우수등재지] S. Yoon, S. Oh, J. Kim, Minseo Park, "머신러닝 기반 전기 에너지 소비량 예측 (Machine Learning-based Electrical Energy Consumption Prediction)," Journal of the Korean Institute of Industrial Engineer, Vol. 51, No. 2, pp. 171-181, April 2025, ISSN 1225-0988 | eISSN 2234-6457; https://doi.org/10.7232/JKIIE.2025.51.2.171
[KCI] S. Yoon, Minseo Park (2025), "머신러닝 기반 유가증권시장의 한계기업 예측 (Machine Learning-based Classification of Distressed Firms in the KOSPI Market),"The Journal of the Convergence on Culture Technology, Vol. 11, No. 2, pp. 243-250, March 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.2.243
[KCI] S. Sohn, S. Oh, Minseo Park (2025), "클래스 불균형을 해결한 머신러닝 기반 위험 NEO 예측 모델 개발 (Machine Learning-Based Hazardous Near-Earth Object Prediction Model Solving Class Imbalance)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 2, pp. 59-64, March 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.2.59
[KCI] S. Yoon, S. Oh, S. Sohn, Minseo Park (2025), "교육 특화 RAG을 활용한 질의응답 시스템 개발 (Development of QA System with Education-specific RAG)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 1, pp. 781-786, January 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.1.781
[장려상] S.Yoon, J. Park, D. Kong, Minseo Park (2025), "전처리 기반 감시·정찰 무인기를 위한 실시간 객체 탐지 연구," 2025년 미래항공우주학술대회, 4 December 2025
Y.Park, G.Park, Y. Yang, D. Lee, Minseo Park (2025),"송파구 자전거 도로에서의 사고 심각도별 사고 예측을 위한 GraphSAGE 기반 회귀모델 개발, "Korea Institute of Information Tachnology Conference, 27-28 November 2025
[Conference 우수 논문상] S.Park, M.Yoon, Minseo Park(2025),"야구 경기 규칙을 반영한 머신러닝 기반 프로야구 승패 예측," Korea Institute of Information Tachnology Conference, 27-28 November 2025
[Conference 우수 논문상] E.Kim, C.Kim, J.Nho, C.Kim, Minseo Park(2025),"딥러닝 기법을 활용한 패션 이커머스 리뷰 이미지 내 개인정보 노출 탐지," Korea Institute of Information Tachnology Conference, 27-28 November 2025
N.Bae, G.Kim, J. Lee, S. Oh, Minseo Park (2025),"신입사원 조기 퇴사 예측을 위한 랜덤포레스트 모델 최적화," Korea Intelligent Information Systems Society, 2025
S.Kim, I. Lee, S.Shon, Minseo Park (2025), "머신러닝을 활용한 저궤도 위성의 급견한 고도 감소 예측,"Korea Society of Industrial Information Systems, 20-22 November 2025
[Conference 우수 논문상] C. Kim, S. Sohn, Minseo Park (2025), "의료 교과서를 활용한 RAG 기반 전문 의학지식 질의응답 시스템 개발,"Korea Society of Industrial Information Systems, 20-22 November 2025
[Conference 우수 논문상] Y. Lee, H. Jeong, Y. Je, Minseo Park (2025), "머신러닝 기법을 활용한 전기차 충전소의 월별 피크 전력 예측,"Korea Society of Industrial Information Systems, 20-22 November 2025
[Conference 우수 논문상] S. Sohn, Minseo Park(2025), "금융기관별 가계대출 예측을 위한 VAE 기반 선형회귀모델 개발,"Korea Society of Industrial Information Systems, 20-22 November 2025
C.Kim and Minseo Park(2025), "머신러닝 기반 교모세포종 예측 모델 개발," Korean DataBase Conference 2025 , 7-8 November 2025
S. Oh and Minseo Park (2025), "클래수가 불균형한 정기예금 텔레마케팅 데이터에서 소수 클래스의 특성을 반영한 앙상블 모델," Korean DataBase Conference 2025 , 7-8 November 2025
C. Choi, S. Sohn, Minseo Park (2025), "시차와 환경적 특성을 반영한 머신러닝 기반 서울시 공유 자전거 수요 예측," Korea Society of Industrial Information Systems, 22-24 May 2025
S. Oh, S.Yoon, Minseo Park (2025), "문자열 특성과 패턴을 함께 고려한 비밀번호 보안 등급 예측" Korea Society of Industrial Information Systems, 22-24 May 2025
S. Oh, C.Kim, Minseo Park (2025), "복원 샘플링을 활용한 클래스 불균형 문제 해결방법에 관한 연구: 텔레 마케팅에서 정기예금 가입 고객 예측," Korea Society of Industrial Information Systems, 22-24 May 2025
2024
[KCI] S. Sohn, S. Yoon, Minseo Park (2024), "국내 기업의 ESG-거버넌스 점수 예측을 위한 회귀 모델 개발 (Domestic Corporate ESG-Governance Score Prediction Using Linear Regression)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 6, pp. 735-740, November 2024, pISSN 2384-0358 | eISSN 2384-0366
[KCI] S. Oh, S. Yoon, Minseo Park (2024), "공무원 직무 전문교육 만족도 예측을 위한 딥러닝 기반 회귀 모델 설계 (A Deep Learning-based Regression Model for Predicting Government Officer Education Satisfaction)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 5, pp. 667-671, September 2024, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2024.10.5.667
[KCI] S. Yoon, A. Choi, C. Kim, S. Sohn, S. Oh, Minseo Park (2024), "생성형 AI 트렌드 및 활용사례 분석 (A Study of Generative AI Trends and Applications)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 4, pp. 607-612, July 2024, pISSN 2384-0358 | eISSN 2384-0366;
[KCI] S. Oh, Minseo Park (2024), "머신러닝 기반 피싱 사이트 탐지 모델 개발 (Machine Learning-based Phishing Website Detection Model)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 4, pp. 575-580, July 2024, pISSN 2384-0358 | eISSN 2384-0366
[KCI] H.Lee, S. Shon, Minseo Park, "딥러닝 기반 야구 일별 관중 수 예측", The Journal of the Convergence on Culture Technology, Vol 10, No 3, pp.131~135, May 2024, pISSN 2384-0358 | eISSN 2384-0366
[KCI] C.Kim, S. Yoon, M.Han, Minseo Park, "전이 학습 기반의 생성 이미지 판별 모델 설계", The Journal of the Convergence on Culture Technology, Vol.10, No. 2, pp.465~470, March 2024, pISSN 2384-0358 | eISSN 2384-0366
[KCI] J. Kim, S. Oh, Minseo Park, "딥러닝 기반 서울시 행정동별 외식업종 상권변화 예측", The Journal of the Convergence on Culture Technology, Vol. 10 No. 2, pp.459~463, March 2024, pISSN 2384-0358 | eISSN 2384-0366
[KCI] S. Yoon, A. Choi, J. Kim, H. Lee, M. Han, C.Kim, S. Shon, S. Oh, Minseo Park, "딥러닝 기반 의료 OCR 기술 동향", The Journal of the Convergence on Culture Technology, Vol.10 No. 2, pp.453~458, March 2024, pISSN 2384-0358 | eISSN 2384-0366
[KCI] S.Oh, Minseo Park, "사회적 변수와 개개인의 감정지수를 함께 고려한 딥러닝 기반 행복지수 모델 설계", The Journal of the Convergence on Culture Technology, Vol 10, No 1, pp.489~493, January 2024, pISSN 2384-0358 | eISSN 2384-0366
A. Choi, Minseo Park (2024), "개선된 SRCNN 기반 치매 진단 MRI 이미지 해상도 개선," Korea Society of Industrial Information Systems, 21-23 November 2024
S. Park, Y. Yang, Y. Choi, A. Choi, Minseo Park (2024), "도시 침수 요인 분석 및 시각화," Korea Society of Industrial Information Systems, 21-23 November 2024
J. Yoo, D. Lim, Minseo Park (2024), "머신러닝 기반 제주시 하우스감귤 거래 가격 예측," Korea Society of Industrial Information Systems, 21-23 November 2024
J. Kim, Minseo Park (2024), "머신러닝 기반 축구 수비수 이적료 예측," Korea Society of Industrial Information Systems, 21-23 November 2024
C. Kim, Minseo Park (2024), "소규모 데이터로 뇌종양을 검출할 수 있는 단순화된 딥러닝 모델 개발," Korea Society of Industrial Information Systems, 21-23 November 2024
S. Yoon, S. Oh, A. Choi, J. Kim, S. Sohn, C. Kim, Minseo Park (2024) "의료문서 특화 OCR 모델 개발," Korea Society of Industrial Information Systems, 21-23 November 2024
S. Yoon, A.Choi, C. Kim, S. Shon, S. Oh, Minseo Park,"오픈소스 OCR을 활용한 의료기록 관리 방법 설계," Korea Society of Industrial Information Systems , 30 May ~ 1 June, 2024
A.Choi, Minseo Park,"딥러닝 기반 전라도의 치매 유병률 예측 모델 개발" Korea Society of Industrial Information Systems , 30 May ~ 1 June, 2024
E. Choi, C. Baek, J. Park, Minseo Park,"빅데이터 기반의 성장배경에 따른 애착유형 형성 원인 분석 및 시각화 " Korea Society of Industrial Information Systems , 30 May ~ 1 June, 2024
2023
[KCI] J.Jang, C. Kim*,Minseo Park(2023), "머신러닝 기반 2호선 출퇴근 시간대 지하철 역사 내혼잡도 예측", The Journal of the Convergence on Culture Technology, Vol 9, No 6, pp.145~150, November 2023, pISSN 2384-0358 | eISSN 2384-0366
[KCI] S. Sohn, H. Yang, Minseo Park(2023), "머신러닝 기반 부산 청년인구 유출위험 요인 분석", The Journal of the Convergence on Culture Technology, Vol 9, No 6, pp.131~136, November 2023, pISSN 2384-0358 | eISSN 2384-0366
[SCI] J. Kim, Minseo Park(2023), "A Study on ML-based Sleep Score Model using lifelog data," Appl. Sci. 2023, Vol.13, No.2; 1043, Jan 2023; https://doi.org/10.3390/app13021043
[KCI 우수등재지] Y.Ahn, H.Lee, S.Ryu,S.Kim, Minseo Park (2023) "머신러닝 알고리즘을 이용한 프랜차이즈 실패 요인 분석에 관한 연구 (Analysis of Coffee Franchise Failure Factor using Machine Learning Algorithms),"Journal of the Korean Institute of Industrial Engineer, Vol 49 , No 1 , pp. 37~45 ISSN 1225-0988 | eISSN 2234-6457; https://doi.org/10.7232/JKIIE.2023.49.1.037
[KCI] J.Kim, H.Jang, Minseo Park(2023), "머신러닝 기반 서울시 로컬브랜드 골목상권 추천시스템 설계 (Seoul local brand Alley Commercial Area Recommendation System Design Using Machine Learning)", The Journal of the Convergence on Culture Technology, Vol 9, No 1, pp.101~109, January 2023, pISSN 2384-0358 | eISSN 2384-0366
[Conference] C.Kim, S.Yoon, H.Yang, Minseo Park(2023), "자연어 처리를 활용한 가짜뉴스 탐지 및 분석", Korea Society of Industrial Information Systems , 9-11 November 2023
[Conference 우수 논문상] S.Sohn, S. Oh, D. Baek, Minseo Park (2023), "의료 인프라와 노인 인구 주거 입지 실태 분석", Korea Society of Industrial Information Systems , 9-11 November 2023
[KCI] S.Oh, S.Shon, H.Yang, Minseo.Park(2022), "머신러닝을 활용한 MBTI 기반 학습유형 설계 (MBTI-Based Learning Types Design Using Machine Learning)", The Journal of the Convergence on Culture Technology, Vol 8, No.6, pp.2384-0358, November 2022, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2022.8.6.207
[KCI] J.Kim, Minseo Park(2022),"VAE(Variational AutoEncoder) 기반 머신러닝 모델을 활용한 체중 라이프로그 이상탐지에 관한 연구( Study on Lifelog Anomaly Detection using VAE-based Machine Learning Model)", The Journal of the Convergence on Culture Technology , Vol 8, No.4, pp.91-98, July 2022, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2022.8.4.91
[KCI] Y.Ahn, S.Ryu, H.Lee, Minseo Park(2022), "머신러닝 기반 외식업 프렌차이즈 가맹점 성패 예측(Prediction of Food Franchise Success and Failure Based on Machine Learning)",The Journal of the Convergence on Culture Technology , Vol 8, No.4, pp.91-98, July 2022, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2022.8.4.34
[SCI] J. Kim, Minseo Park (2022), "A New Body Weight Lifelog Outliers Generation Method:Reflecting Characteristics of Body Weight Data" . Appl. Sci. 2022, Vol.12, No.9; 4726, May 2022; https://doi.org/10.3390/app12094726
[SCI] J. Kim, J.Lee, Minseo Park(2022), "Identification of Smartwatch-Collected Lifelog Variables Affecting Body Mass Index in Middle-Aged People Using Regression Machine Learning Algorithms and SHapley Additive Explanations," Appl. Sci. 2022, Vol. 12, No.8, 3819, April 2022, https://doi.org/10.3390/app12083819
[KCI] Minseo Park(2022), "헬스케어에서 인공지능을 활용한 라이프로그 분석과 미래 (Lifelog Analysis and Future using Artificial Intelligence in Healthcare )," The Journal of the Convergence on Culture Technology , Vol 8, No.2, pp.1-6, March 2022, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2022.8.2.1
[KCI 우수등재지] J.Lee, Minseo Park(2022), "수면 질 측정에 대한 주관적 수면평가점수의 활용 가능성 분석(Applicability of Subjective Sleep Evaluation Score for Sleep Quality Measurement )," Journal of the Korean Institute of Industrial Engineer, Vol 48, No.1, pp.74-79, February 2022, ISSN 1225-0988 | eISSN 2234-6457; https://doi.org/10.7232/JKIIE.2022.48.1.074
[KCI] Minseo Park(2022) ,"디지털 헬스케어에서의 인공지능 적용 사례 및 고찰(Artificial Intelligence Application Cases and Considerations in Digital Healthcare)," Journal of the Korea Convergence Society, Vol. 13, No. 1, pp141-147, January 2022; https://doi.org/10.15207/JKCS.2022.13.01.141
[KCI 우수등재지] J. Kim, J. Lee, Minseo Park (2021), "머신러닝 알고리즘을 이용한 중년 남성 건강과 밀접한 라이프로그 분석(Analysis of Lifelong for Health of Middle-Aged Men by Using Machine Learning Algorithm)," Journal of the Korean Institute of Industrial Engineer, Vol 47, No.6, pp.504-513, December 2021; ISSN 1225-0988 | EISSN 2234-6457, https://doi.org/10.7232/JKIIE.2021.47.6.504
[KCI] Minseo Park (2021), "헬스케어에 인공지능 기술의 적용 및 확대(Application and Expansion of Artificial Intelligence Technology to Healthcare)," Journal of Business Convergence, Vol 6, No.4, November 2021; ISSN 1225-0998, http://dx.doi.org/10.31152/JB.2021.11.6.4.101
박민서 (2016), “인지기반 데이터 시각화에 관한 연구,” 한국산업정보학회 춘계학술대회, pp21-23.
[KCI] 여윤구, 박치현, 안재균, 박민서, 김판규, 박상현 (2012), “차세대 시퀀싱 리드를 위한 서열 정렬 알고리즘에 관한 비교 연구”, 데이터 베이스 연구 제 28권 제 1호, pp33-51. (공동 교신저자, Corresponding Author) (ISSN: 1598-9798)
[KCI] 박민서, 김우연, 김판규 (2012), "단편 서열의 효율적인 가시화를 위한 지놈 브라우저 데이타베이스 설계", 정보과학회 논문지: 데이터 베이스, 제39권 제1호, pp 30~36. (ISSN: 1229-7793)
[KCI] 박민서, 김판규 (2011), "차세대 시퀀싱을 위한 짧은 서열 정렬에 대한 기술조사", 정보 과학회 논문지: 소프트웨어 및 응용, 제38권 제10호. pp 503~511. (ISSN: 1229-6848)
김판규, 박민서 (2011), "차세대 시퀀싱 맵핑 프로그램 소개", Samsung SDS Journal of IT Services, 8(2), pp 67~77.
[KCI] 박민서 (2010), “One-leaf One-node 트리 알고리즘을 이용한 선택 스플라이싱 탐지 및 예측”, 한국콘텐츠학회 논문지, 제10권 제10호, pp 102~110. (ISSN: 1598-4877)
Park, M. (2010). Detection of Alternative Splicing based on Reduced Amino Acid Alphabets, Proceedings of the 2010 International Conference on Bioinformatics and Computational Biology (BIOCOMP 2010), pp 173-177. [Acceptance Rate ≤ 28%]
[SCOPUS] Park, M., Kim, B. (2008), Grouping of Amino Acids based on Base-Pairing, Proceedings of IEEE 8TH International Conference on BioInformatics & BioEngineering, pp 1-5.
[SCOPUS] Park, M. (2008), An Efficient Intelligent Binary Tree Algorithm for Alternative Splicing Sites Detection, Proceedings of the 2008 International Conference on Bioinformatics and Computational Biology (BIOCOMP 2008), pp 50-54. [Acceptance Rate ≤ 25%]. [Invited in a special issue of IJCBDD and BMC Genomics]
[SCOPUS] Park, M., Falcone, D.L., Daniels, K.M. (2008), Detection and Prediction of Alternative Splicing in Arabidopsis thaliana, International Journal of Computational Biology and Drug Design , Vol.1, No.1, pp 39~58. (ISSN: 1756-0756)
[SCOPUS] Park, M., Falcone, D.L., Yun, K., Daniels, K.M. (2007), Detection and Prediction of Alternative Splicing within Acceptor/Donor Sites in pre-mRNA of Arabidopsis thaliana, Proceedings of IEEE 7TH International Conference on BioInformatics & BioEngineering, pp 50-54. [Acceptance Rate ≤ 15%]. [Invited in a special issue of IJCBDD]
Park, M., Falcone, D.L., Daniels, K.M. (2007), A Study of Alternative Splicing Pattern using pre-mRNA within Acceptor/Donor Site of Arabidopsis, US- Korea Conference on Science, Technology, and Entrepreneurship.[Short Paper]
Park, M., Lim, S.B., Choy, Y.C. (2002), Design and Implementation of Annotation Display using User Interest in Social Filtering Environment, Proceedings of the Korea Information Science Society Fall Conference.
Park, M., Lim, S.B., Choy, Y.C. (2002), Implementation and Design of Annotation Display Method using User Interest in Multi-User Environment, Proceedings of the Korea Multimedia Society Fall Conference.
[SMEReport] 삼성 사내 저널, 김판규, 박민서, “차세대 시퀀싱을 위한 짧은 서열 정렬 알고리즘과 SW”, SME Report 2011년 6월 호, Samsung SDS.
In preparation
[SCI] Y.C, Minseo Park, Jegaul Choo, "Deep Neural Aligner," in preparation