ScholarWorks@Gyeongsang National University

Journal Articles(공학계열 > AI융합공학과 > Journal Articles)72

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 72

KCI
소셜미디어 텍스트의 슬랭 처리 기반 계층적 감정 분류와 텍스트 감정 맞춤형 이모지 생성 기법

송윤경; 임소희; 김건우

ArticleIssue Date2025Citation한국정보기술학회논문지, v.23, no.12, pp 67 - 77Publisher한국정보기술학회
SCIESCOPUS
Ophtimus-V2-Tx: a compact domain-specific LLM for ophthalmic diagnosis and treatment planningopen access

Kwon, Minwook; Jang, Kuk Jin; Baek, Seung Ju; Han, Yong Seop; Choi, Hyonyoung; Lee, Insup; Kim, Jin Hyun

ArticleIssue Date2025CitationScientific Reports, v.15, no.1PublisherNature Publishing Group
SCIESCOPUS
Noise-robust markerless video gait anomaly detection via two-stage acquisition and LSTM autoencodersopen access

Yoon, Hyerin; Jo, Eunah; Ryu, Seungjae; Yoo, Jun-Il; Kim, Minkyeong; Kim, Jin Hyun

ArticleIssue Date2025CitationScientific Reports, v.15, no.1PublisherNature Publishing Group
SCOPUS
Can Llms Update Api Documentation?

Lee, Seonah; Heo, Jueun; Dearstyne, Katherine R.

ArticleIssue Date2025CitationProceedings - Conferense on Software Maintenance, pp 455 - 466
KCI
대표 메모리와 주기적 동결 전략을 활용한 신규 클래스 추가를 위한 새로운 기법

이성일; 반태원

ArticleIssue Date2025Citation한국정보통신학회논문지, v.29, no.11, pp 1520 - 1528Publisher한국정보통신학회
KCI
DNN 기반 우울증 위험 예측 성능 향상을 위한 하이퍼파라미터 최적화 방법 연구

박상훈; 하유진; 김건우

ArticleIssue Date2025Citation한국정보기술학회논문지, v.23, no.10, pp 11 - 22Publisher한국정보기술학회
SCOPUSESCI
LiDAR Dreamer: Efficient World Model for Autonomous Racing with Cartesian-Polar Encoding and Lightweight State-Space Cellsopen access

Kim, Myeongjun; Park, Jong-Chan; Choi, Sang-Min; Kim, Gun-Woo

ArticleIssue Date2025CitationInformation (Switzerland), v.16, no.10PublisherMultidisciplinary Digital Publishing Institute (MDPI)
KCI
드론의 경사면 착륙을 위한 PPO 기반 도메인 랜덤화 강화 학습 환경 및 보상함수 설계

이호성; 안희석; 김건우

ArticleIssue Date2025Citation한국정보기술학회논문지, v.23, no.9, pp 105 - 114Publisher한국정보기술학회
SCOPUS
An Integrated Metric for Modularity in a Microservice System

Primadani, Claudia Cahya; Lee, Seonah

ArticleIssue Date2025CitationIEEE International Conference on Software Quality, Reliability and Security, QRS, pp 802 - 813
SCIESCOPUS
A Multimodal Deep Learning Model for Cross-Project Issue Classificationopen access

Kwak, Changwon; Heo, Jueun; Jung, Pilsu; Lee, Seonah

ArticleIssue Date2025CitationIEEE Access, v.13, pp 168839 - 168854PublisherInstitute of Electrical and Electronics Engineers Inc.
SCOPUS
Digital twin platform for real-time data communication in UAV environment

Bae, Changhui; Choi, Euteum; Kang, Sungjoo; Ahn, Sungsoo; Lee, Seongjin

ArticleIssue Date2026CitationFuture Generation Computer Systems, v.175PublisherElsevier B.V.
SCIESCOPUS
Predicting Soccer Player Salaries with Both Traditional and Automated Machine Learning Approachesopen access

Malikov, Davronbek; Jung, Pilsu; Kim, Jaeho

ArticleIssue Date2025CitationApplied Sciences-basel, v.15, no.14PublisherMDPI
SCIESCOPUS
Temporal multi-criteria decision making approach on sustainable competitiveness of countries: Science and technology innovation indicators

Manirathinam, Thangaraj; Blas Lactayo, David Ricardo; Jeon, Jeonghwan

ArticleIssue Date2025CitationJournal of Cleaner Production, v.522PublisherElsevier BV
SCIESCOPUS
Technologies, Applications, and Challenges of Digital Twin Across Industries: A systematic review of the state-of-the-art literatureopen access

Bae, Changhui; Choi, Euteum; Lee, Seongjin

ArticleIssue Date2025CitationIEEE Access, v.13, pp 152843 - 152869PublisherInstitute of Electrical and Electronics Engineers Inc.
SCOPUS
A Study on Applying Large Language Models to Issue Classification

Heo, Jueun; Lee, Seonah

ArticleIssue Date2025CitationIEEE International Conference on Program Comprehension, pp 136 - 146
KCI
초기 화재 탐지에서 소형 객체 검출 향상을 위한 이미지 업스케일링 결합 다단계 탐지 기법

문지상; 배창희; 최으뜸; 이성진

ArticleIssue Date2025Citation대한임베디드공학회논문지, v.20, no.3, pp 147 - 156Publisher대한임베디드공학회
KCI
API를 사용한 실시간 시장 학습 기반의 암호화폐 자동 거래 시스템 구현

김성환; 반태원

ArticleIssue Date2025Citation한국정보통신학회논문지, v.29, no.4, pp 578 - 585Publisher한국정보통신학회
SCIESCOPUS
Data-Efficient Reinforcement Learning Framework for Autonomous Flight Based on Real-World Flight Dataopen access

Lee, Uicheon; Lee, Seonah; Kim, Kyonghoon

ArticleIssue Date2025CitationDrones, v.9, no.4PublisherMDPI AG
SCOPUSESCIKCI
DT-CAS: Collision Avoidance System for Unmanned Aerial Vehicles in Digital Twin Environments; [DT-CAS: 디지털 트윈 환경에서 무인항공기 간 충돌 회피 시스템]

Bae, Changhui; Choi, Euteum; Lee, Seongjin

ArticleIssue Date2025Citation한국항공우주학회지, v.53, no.4, pp 445 - 456Publisher한국항공우주학회
SCOPUSESCIKCI
무인항공기 시스템의 건전성 관리를 위한 소프트웨어 수행 오류 진단

Park, Jinseok; Lee, Keon-Pyo; Choi, Euteum; Jun, Yong-Kee; Lee, Seongjin

ArticleIssue Date2025Citation한국항공우주학회지, v.53, no.4, pp 433 - 444Publisher한국항공우주학회
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