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Showing results 41 to 80 of 111

Issue Date	Title / Author(s) / Citation	File
2018-04	Secure logistic regression based on homomorphic encryption: Design and evaluation Kim, Miran; Song, Yongsoo; Wang, Shuang; Xia, Yuhou; Jiang, Xiaoqian JMIR Medical Informatics, Vol.6 No.2, pp.245-255	DOI
2018-06	Forecasting root-zone electrical conductivity of nutrient solutions in closed-loop soilless cultures via a recurrent neural network using environmental and cultivation information Moon, Taewon; Ahn, Tae In; Son, Jung Eek Frontiers in Plant Science, Vol.9, p. 859	DOI
2018-08	Evaluating the impact of optical interconnects on a multi-chip machine-learning architecture Ro, Yuhwan; Lee, Eojin; Ahn, Jung Ho Electronics (Basel), Vol.7 No.8, p. 130	DOI
2018-09	Elastic net을 통한 학생의 창의성 예측 모형 연구 유진은; 노민정 The SNU Journal of Education Research, Vol.27 No.3, pp. 185-205	view file
2019-01	SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol Jiang, Yichen; Hamer, Jenny; Wang, Chenghong; Jiang, Xiaoqian; Kim, Miran; Song, Yongsoo; Xia, Yuhou; Mohammed, Noman; Sadat, Md Nazmus; Wang, Shuang IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol.16 No.1, pp.113-123	DOI
2019-03	Elastic net을 활용한 교사효능감 관련 변수 탐색 이지아; 유진은 아시아교육연구, Vol.20 No.1, pp. 149-172	view file DOI
2019-04	Prediction of Severe Drought Area Based on Random Forest: Using Satellite Image and Topography Data Park, Haekyung; Kim, Kyungmin; Lee, Dong Kun Water (Switzerland), Vol.11 No.4, p. 705	DOI
2019-05	Data requirements for applying machine learning to energy disaggregation Shin, Changho; Rho, Seungeun; Lee, Hyoseop; Rhee, Wonjong Energies, Vol.12 No.9, p. 1696	DOI
2019-08	Robust Localization for Urban Autonomous Driving based on Road Environment Perception 이수목	view file link
2019-08	Comparison of accuracy and computational performance between the latest machine learning algorithms for automated cephalometric landmark identification – YOLOv3 vs SSD 박지훈	view file link
2019-08	Clinically Applicable Deep Learning Algorithm Using Quantitative Proteomic Data Kim, Hyunsoo; Kim, Yoseop; Han, Buhm; Jang, Jin-Young; Kim, Youngsoo Journal of Proteome Research, Vol.18 No.8, pp.3195-3202	DOI
2019-10	Artificial Intelligent Model With Neural Network Machine Learning for the Diagnosis of Orthognathic Surgery Choi, Hyuk-Il; Jung, Seok-Ki; Baek, Seung-Hak; Lim, Won Hee; Ahn, Sug-Joon; Yang, Il-Hyung; Kim, Tae-Woo Journal of Craniofacial Surgery, Vol.30 No.7, pp.1986-1989	DOI
2020	기계학습을 활용한 지도 일반화 개선 방안 연구 : 건물과 도로 객체의 선택적 삭제를 중심으로 이재은	view file link
2020	Automated Construction Specification Review based on Semantic Textual Analysis 문성현	view file link
2020	Automatic Detection and Assessment of Dysarthric Speech using Prosody-Based Measures Abner Hernandez	view file link
2020	Somatic mutation landscape reveals differential variability of cell-of-origin for esophageal and liver cancer 하경식	view file link
2020	Validation of Physiologic Indices and Risk Factors for Cardiovascular Outcomes in Patients with Diabetes Mellitus: A Machine-Learning Based Approach Jinlong Zhang	view file link
2020	Deep Learning-Based Blood Pressure Prediction 백상현	view file link
2020	BioCNN: A Hardware Inference Engine for EEG-Based Emotion Detection Gonzalez, Hector A.; Muzaffar, Shahzad; Yoo, Jerald; Elfadel, Ibrahim M. IEEE Access, Vol.8, pp.140896-140914	DOI
2020-01	Surround Vehicle Motion Prediction Using LSTM-RNN for Motion Planning of Autonomous Vehicles at Multi-Lane Turn Intersections Jeong, Yonghwan; Kim, Seonwook; Yi, Kyongsu IEEE Open Journal of Intelligent Transportation Systems, Vol.1 No.1, pp.2-14	DOI
2020-02	Application of Deep Belief Network for Critical Heat Flux Prediction on Microstructure Surfaces He, Mingfu; Lee, Youho Nuclear Technology, Vol.206 No.2, pp.358-374	DOI
2020-02	Toward a Standardized Strategy of Clinical Metabolomics for the Advancement of Precision Medicine Nguyen Phuoc Long; Tran Diem Nghi; Kang, Yun Pyo; Nguyen Hoang Anh; Kim, Hyung Min; Park, Sang Ki; Kwon, Sung Won Metabolites, Vol.10 No.2, p. 51	DOI
2020-05	Bidirectional Long Shot-Term Memory-Based Interactive Motion Prediction of Cut-In Vehicles in Urban Environments Jeong, Yonghwan; Yi, Kyongsu IEEE Access, Vol.8, pp.106183-106197	DOI
2020-08	자질 정보 임베딩을 결합한 신경망 음소 모델 장한솔	view file link
2020-09	Prediction of coastal flooding risk under climate change impacts in South Korea using machine learning algorithms Park, Sang-Jin; Lee, Dong-Kun Environmental Research Letters, Vol.15 No.9, p. 094052	DOI
2020-10	Prosody-Based Measures for Automatic Severity Assessment of Dysarthric Speech Hernandez, Abner; Kim, Sunhee; Chung, Minhwa Applied Sciences-basel, Vol.10 No.19, pp.6999-18	DOI
2020-12	New forest biomass carbon stock estimates in Northeast Asia based on multisource data Luo, Weixue; Kim, Hyun Seok; Zhao, Xiuhai; Ryu, Daun; Jung, Ilbin; Cho, Hyunkook; Harris, Nancy; Ghosh, Sayon; Zhang, Chunyu; Liang, Jingjing Global Change Biology, Vol.26 No.12, pp.7045-7066	DOI
2021	Learning and Analysis of Neural Sentence Representations Using Syntax 김태욱	view file link
2021	Automated Dental Image Analysis Using Deep Neural Networks 차준영	view file link
2021	약물 전달의 장기적 재현성 개선을 위한 섬유화 억제 기능성 채널 내장 이식형 마이크로 칩 홍재영	view file link
2021	Modeling of the subgrid-scale stress with a neural network and its application to turbulent channel and backward-facing-step flows 박종환	view file link
2021	Selective electrochemical monitoring of poly(alkylene glycol)-based suppressor and halide ion concentration in Cu electrodeposition system using chemical/electrochemical control and artificial neural network 윤영	view file link
2021	Representation Learning for Biological Sequence Data 민선우	view file link
2021	Reliable Application of Neural-Network to Astrophysical Problems: Generation of Gravitational Waveforms and Photometric Redshifts of Galaxies 이준구	view file link
2021	Prediction of antigen binding reactivity using supervised learning on clonal enrichment pattern through bio-panning 유덕균	view file link
2021	Lead Time Prediction of Shipbuilding Production Based on Meta-heuristic Optimization within Machine Learning 하오유주	view file link
2021	Parameter estimation of unknown building properties using transfer learning 고윤담	view file link
2021	Structures and Randomness in Stock Markets 서재현	view file link
2021-02	Accurate Prediction of the Fruit Development Stage of Sweet Pepper Using an Ensemble Model of Convolutional and Fully Connected Neural Networks 박준영	view file link
2021-02	A Study on the Improvement of Basic Wind Speed Calculation Method Using Machine Learning 이동혁	link

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