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Showing results 41 to 80 of 91

Issue Date	Title / Author(s) / Citation	File
2020	Machine learning based gait data analysis for objective evaluation of knee osteoarthritis Soon Bin Kwon	view file link
2020	Prediction of sleep side effects following methylphenidate treatment in ADHD youth Yoo, Jae Hyun; Sharma, Vinod; Kim, Jae-Won; McMakin, Dana L.; Hong, Soon-Beom; Zalesky, Andrew; Kim, Bung-Nyun; Ryan, Neal D. NeuroImage: Clinical, Vol.26, p. 102030	DOI
2020-01	Machine Learning Methodology for Management of Shipbuilding Master Data Jeong, Ju Hyeon; Woo, Jong Hun; Park, JungGoo International Journal of Naval Architecture and Ocean Engineering, Vol.12, pp.428-439	DOI
2020-02	Machine learning algorithm to predict mortality in patients undergoing continuous renal replacement therapy Kang, Min Woo; Kim, Jayoun; Kim, Dong Ki; Oh, Kook-Hwan; Joo, Kwon Wook; Kim, Yon Su; Han, Seung Seok Critical Care, Vol.24 No.1, p. 42	DOI
2020-06	Automated Methods for Activity Recognition of Construction Workers and Equipment: State-of-the-Art Review Sherafat, Behnam; Ahn, Changbum R.; Akhavian, Reza; Behzadan, Amir H.; Golparvar-Fard, Mani; Kim, Hyunsoo; Lee, Yong-Cheol; Rashidi, Abbas; Azar, Ehsan Rezazadeh Journal of Construction Engineering and Management - ASCE, Vol.146 No.6, p. 03120002	DOI
2021	Computational Approaches for Exploring the Relationships in High Dimensional Spaces of Multi-Omics Data Utilizing Biological Prior Knowledge 오민식	view file link
2021	Practical Microkinetic Modeling of Heterogeneous Catalytic Reactions through Parameter Estimation 박종민	view file link
2021	Essays on Disclosure Activity and Corporate Behavior 최가영	view file link
2021-02	고속대량 피노타이핑 구현을 위한 시설 작물 영상처리 및 딥러닝 응용 기술 개발 양명균	link
2021-02	Percolation transitions in growing networks and simplicial complexes Soo Min Oh	view file link
2021-02	딥 러닝을 활용한 한국 아파트 단위평면 분석 방법론 개발 안의순	view file link
2021-02	Nonequilibrium phase transitions in open quantum systems 조민재	view file link
2021-02	Effective potential and machine learning approaches to synchronization of coupled oscillators 송제웅	view file link
2021-02	Machine learning approach for phase transitions 최광종	view file link
2021-02	Percolation transitions in growing networks and simplicial complexes 오수민	view file link
2021-02	교육용게임에서Actiondynamicfeature를활용한자동화된Guessing행동감지방안 곽민지	view file link
2021-02	머신 러닝 기법을 활용한 영어 에세이 자동채점 방안 연구 장지현	view file link
2021-02	스마트폰 CMOS 이미지 센서 기술 로드맵 수립 연구 : 미국 시장의 온라인 고객 평가 자료를 기반으로 최성철	view file link
2021-02	Measuring the Economic Value of Data in Machine Learning : A Cooperative Game Approach 최문석	view file link
2021-02	SAR Image-Based Detection of Vessels from Machine Learning Implementing an Automated Training Data Retrieval Algorithm 송주영	view file link
2021-04	Analysis of protein determinants of host-specific infection properties of polyomaviruses using machine learning Cho, Myeongji; Kim, Hayeon; Son, Hyeon S. Genes & Genomics, Vol.43 No.4, pp.407-420	DOI
2021-04	Use of the Clock Drawing Test and the Rey–Osterrieth Complex Figure Test-copy with convolutional neural networks to predict cognitive impairment Youn, Young Chul; Pyun, Jung-Min; Ryu, Nayoung; Baek, Min Jung; Jang, Jae-Won; Park, Young Ho; Ahn, Suk-Won; Shin, Hae-Won; Park, Kwang-Yeol; Kim, Sang Yun Alzheimer's Research & Therapy. 2021 Apr 20;13(1):85	view file DOI
2021-04	Computer vision-based wood identification and its expansion and contribution potentials in wood science: A review Hwang, Sung-Wook; Sugiyama, Junji Plant Methods. 2021 Apr 28;17(1):47	view file DOI
2021-05	Evaluation of automated cephalometric analysis based on the latest deep learning method Hwang, Hye-Won; Moon, Jun-Ho; Kim, Min-Gyu; Donatelli, Richard E.; Lee, Shin-Jae Angle Orthodontist, Vol.91 No.3, pp.329-335	DOI
2022	Differentially private multi-class classification using kernel supports and equilibrium points 박진성	view file link
2022	Information Theoretic Analysis of Machine Learning 이성엽	view file link
2022-05	A novel approach to predicting the synergy of anti-cancer drug combinations using document-based feature extraction Shim, Yongsun; Lee, Munhwan; Kim, Pil-Jong; Kim, Hong-Gee BMC Bioinformatics. Vol 23(1):163	view file DOI
2022-06	Two for one: Partitioning CO2 fluxes and understanding the relationship between solar-induced chlorophyll fluorescence and gross primary productivity using machine learning Zhan, Weiwei; Yang, Xi; Ryu, Youngryel; Dechant, Benjamin; Huang, Yu; Goulas, Yves; Kang, Minseok; Gentine, Pierre Agricultural and Forest Meteorology, Vol.321, p. 108980	DOI
2022-06	A machine-learning model to predict postoperative delirium following knee arthroplasty using electronic health records Jong Wook Jung; Sunghyun Hwang; Sunho Ko; Changwung Jo; Hye Youn Park; Hyuk‑Soo Han; Myung Chul Lee; Jee Eun Park; Du Hyun Ro BMC Psychiatry, 22(1):436	view file DOI
2022-10	A Pilot Study of Machine Learning–Based Algorithms to Assist Integrated Care for Older Community-Dwelling Adults Ryu, So Im; Leem Younghan; Jun, Sohee; Peak, Yunheung; Kim, Hongsoo; Cho, BeLong; Park, Yeon,Hwan CIN - Computers Informatics Nursing, Vol.40 No.10, pp.718-724	DOI
2022-11	Prediction of amyloid PET positivity via machine learning algorithms trained with EDTA-based blood amyloid-β oligomerization data Youn, Young Chul; Kim, Hye Ryoun; Shin, Hae-Won; Jeong, Hae-Bong; Han, Sang-Won; Pyun, Jung-Min; Ryoo, Nayoung; Park, Young Ho; Kim, SangYun BMC Medical Informatics and Decision Making, 22(1):286	view file link
2022-12	Prediction of type 2 diabetes using genome-wide polygenic risk score and metabolic profiles: A machine learning analysis of population-based 10-year prospective cohort study Hahn, Seok-Ju; Kim, Suhyeon; Choi, Young Sik; Lee, Junghye; Kang, Jihun EBIOMEDICINE, Vol.86	DOI
2023	A simulation approach to the impact assessment of urban development projects on vegetation ecotone Hyewon Kang	view file link
2023	Identification of Homogeneous Precipitation Regions with Time Series Gauge and Satellite Data Using Machine Learning Methods 문옌산가	view file link
2023	Machine Learning-based Prediction of Characteristics of Construction Materials 박우영	view file link
2023	Identifying defects on unclean wafer surface through anomaly detection 박선재	view file link
2023	Bayesian Reaction Optimization Guided by Machine Learning Models for Synthesis Conditions and Yield 권영천	view file link
2023	Machine Learning Model to Predict Phenoconversion Time and Subtype of Synucleinopathy from Isolated REM Sleep Behavior Disorder using EEG 정엘	view file link
2023	Data-driven Soft Sensor Development for Multi-grade and Time-varying Processes 송민준	view file link
2023	Exploring psychopathological factors that reflect functional decline in psychosis 최우리	view file link

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