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한글제목 : The Smart Factory with Variable System Design
영문제목 : The Smart Factory with Variable System Design
저널정보 : BIGDAS2023   2023 년  11 권  1 호  85  ~  91
논문구분 : 국외학술대회발표논문집
메인저자 : Chae-Hyun Lee
서브저자 : Sung-Jin Im, Ja-Yeon Heo, Jin-Soo Kim and Kwan-Hee Yoo
키워드 : Smart Factory, MongoDB, Dynamic, Real Time
Smart Factory, MongoDB, Dynamic, Real Time
사사 : This work was partly supported by the Technology development Program of MSS S3290113 and the ICT development R&D program of MSIT S3290113
한글제목 : Enhancing IoT Network Intrusion Detection Model through Over-sampling Technique...
영문제목 : Enhancing IoT Network Intrusion Detection Model through Over-sampling Technique...
저널정보 : BIGDAS2023   2023 년  11 권  1 호  79  ~  84
논문구분 : 국외학술대회발표논문집
메인저자 : Eun-Beom Sung
서브저자 : Sung-Jin Im, Jin-Soo Kim, and Kwan-Hee Yoo
키워드 : IoT, Machine Learning, SMOTE, ADASYN, Borderline-SMOTE
IoT, Machine Learning, SMOTE, ADASYN, Borderline-SMOTE
사사 : This work was partly supported by the Technology development Program of MSS S3290113 and the ICT development R&D program of MSIT S3290113
한글제목 : Cloud and Edge Computing Model for Smart IoT Systems
영문제목 : Cloud and Edge Computing Model for Smart IoT Systems
저널정보 : BIGDAS2023   2023 년  11 권  1 호  5  ~  9
논문구분 : 국외학술대회발표논문집
메인저자 : In Joo
서브저자 : Kwan-Hee Yoo
키워드 : Smart IoT; Platform approach; Interoperability; Offloading; Cloud computing; Edge computing;
Smart IoT; Platform approach; Interoperability; Offloading; Cloud computing; Edge computing;
사사 : This research was supported by the MSIT(Ministry of Science and ICT), Korea, under the Grand Information Technology Research Center support program(IITP- 2023-2020-0-01462) supervised by the IITP(Institute for Information & communications Technology Planning & Evaluation)This work was partly supported by the Technology development Program of MSS S3290113 and the ICT development R&D program of MSIT S3290113
한글제목 : Classification of tomato leaf diseases using various CNN models
영문제목 : Classification of tomato leaf diseases using various CNN models
저널정보 : BIGDAS2023   2023 년  11 권  1 호  39  ~  44
논문구분 : 국외학술대회발표논문집
메인저자 : JuHan-Song
서브저자 : Sunghoon Kim, Kwan Hee-Yoo
키워드 : Plant Disease, DeepLearning, ResNet, DenseNet, GoogLeNet, U- Net
Plant Disease, DeepLearning, ResNet, DenseNet, GoogLeNet, U- Net
사사 : This research was supported by the MSIT(Ministry of Science and ICT), Korea, under the Grand Information Technology Research Center support program(IITP-2023-2020-0-01462) supervised by the IITP(Institute for Information & communications Technology Planning & Evaluation)
한글제목 : Alarm Signal based Machine status estimation using Deep Learning
영문제목 : Alarm Signal based Machine status estimation using Deep Learning
저널정보 : BIGDAS2023   2023 년  11 권  1 호  10  ~  13
논문구분 : 국외학술대회발표논문집
메인저자 : Dimang Chhol
서브저자 : Kwan-Hee Yoo
키워드 : Machine Health Stability, Alarm Signals, Deep Learning, Machine Learning, LSTM
Machine Health Stability, Alarm Signals, Deep Learning, Machine Learning, LSTM
사사 : This research was supported by Korea Institute for Advancement of Technology (KIAT) grant funded by the Korea Government (MOTIE)(No. P0022332, Digital data platform for material development)
한글제목 : Unsupervise transfer learning using DANN in Color contact lenses
영문제목 : Unsupervise transfer learning using DANN in Color contact lenses
저널정보 : BIGDAS2023   2023 년  11 권  1 호  26  ~  29
논문구분 : 국외학술대회발표논문집
메인저자 : Ginam-Kim
서브저자 : Kwan Hee-Yoo
키워드 : Domain adaptation, DANN, Color contact lens, Unsupervise Learning
Domain adaptation, DANN, Color contact lens, Unsupervise Learning
사사 : This research was supported by the MSIT(Ministry of Science and ICT), Korea, under the Grand Information Technology Research Center support program(IITP-2023-2020-0-01462) supervised by the IITP(Institute for Information & communications Technology Planning & Evaluation)
한글제목 : 화재 발화 위치 및 다익스트라 알고리즘을 이용한 피난 방향 안내 시스템의 설계
영문제목 : Design of Evacuation Direction Guidance System using Fire Location and Dijkstra...
저널정보 : 빅데이터서비스학회 논문집   2023 년  7 권  1 호  49  ~  57
논문구분 : 국내기타논문집
메인저자 : 강윤구
서브저자 : 류관희
키워드 : IoT, 재난감지 센서, 알고리즘
사사 : The Ministry of Science and ICT (MSIT), Korea, under the Grand Information Technology Research Center support program (IITP-2023-2020-0-01462), supervised by the Institute for In-formation & Communications Technology Planning & Evaluation (IITP).
한글제목 : 교차로 대기행렬길이 산출 개선을 위한 딥러닝 기반의 차량 검출
영문제목 : Deep Learning-based Vehicle Detection to Improve Intersection Queue Length Calcu...
저널정보 : RICIC 충북대학교 컴퓨터정보통신연구소   2023 년  31 권  1 호  25  ~  31
논문구분 : 국내전문학술지
메인저자 : 방창현
서브저자 : 윤성철, 류관희
키워드 : deep-learning, YOLOv5, data augmentation
deep-learning, YOLOv5, data augmentation
사사 : 과학기술정보통신부 및 정보통신기획평가원의 지역지능화혁신인재양성(GrandICT연구센터)사업의 연구결과로 수행되었음
한글제목 : Hybrid deep learning for efficient detection of recalled products
영문제목 : Hybrid deep learning for efficient detection of recalled products
저널정보 : BigDataService 2023   2023 년  1 권  1 호  151  ~  152
논문구분 : 국외학술대회발표논문집
메인저자 : Hyo-Jae Yoo
서브저자 : Kwan-Hee Yoo
키워드 : Recalled Product, E-Commerce, Object Detection, Image Feature, Measure Similarity
Recalled Product, E-Commerce, Object Detection, Image Feature, Measure Similarity
사사 : This research was supported by the Ministry of Science and ICT (MSIT), Korea, under the Grand Information Technology Research Center support program (IITP-2023- 2020-0-01462), supervised by the Institute for Information & Communications Technology Planning & Evaluation (IITP).
한글제목 : [특허] 딥 러닝을 이용한 실시간 소형 객체 검출 방법 및 이를 기록한 기록매체
영문제목 : Method for detecting small object using deep learning, and recording medium ther...
저널정보 : 특허청   2023 년  1 권  1 호  1  ~  1
논문구분 : 특허
메인저자 : 주인
서브저자 : 류관희
키워드 : 딥 러닝
사사 : GrandICT
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