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Issue Date	Title / Author(s) / Citation	File
2008	Computerized classifier using quantitative analysis and medical images : application to the lung 김남국	link
2009	Multiple Context-based Relation Kernel Models for Text Mining 엄재홍	link
2011-08	Machine Learning Approach to select appropriate target compute devices in heterogeneous parallel computing Dao Thanh Tuan	link
2014-02	A Machine Learning-based Methodology to Detect I/O Performance Bottlenecks for Hadoop Systems 성민영	view file
2014-08	Synthesizing and Editing Human Motion from Sparse User Inputs 김종민	view file
2015-02	Machine Learning Models and Missing Data Imputation Methods in Predicting the Progression of IgA Nephropathy 노준혁	view file
2015-08	Heterogeneous Ensemble Learning for Multi-class Classification 강석호	view file
2017-02	Markerless Reconstruction of Human Motion Data 양경용	view file
2017-02	Semantic Analysis for Human Motion Synthesis 현경렬	view file
2017-08	Context-based Control Strategies for Improving Energy Efficiency in Multi-zone Buildings 송권식	view file
2018-02	DEEP LEARNING ON GRAPHS 이재구	view file
2018-02	Development of Survival Prediction Model for the Korean Disease-free Lung Cancer Survivors using Patient Reported Outcome variables: application to Cox proportional hazard regression model and diverse machine learning algorithms Jin-ah Sim	view file
2018-02	Application of Recurrent Neural Network to Prediction of Structural Deterioration 최수빈	view file
2019-08	Interactive Control of Unorganized Human Motion using Deep Neural Networks 이경호	view file link
2019-08	Drowsiness Detection Based on Unconstrained Measurement of Biosignals 홍승혁	view file link
2019-08	Enhancing VAEs for Collaborative Filtering: Flexible Priors & Gating Mechanisms 김대룡	view file link
2020	기계학습 방법을 이용한 급성호흡곤란증후군 환자의 예후 예측 모델 개발 김승빈	view file link
2020	기계학습을 이용한 Aspect-Based Sentiment Analysis 기반 전기차 요소별 사용자 감성 분석 및 예측 모델링 정세준	view file link
2020	Design of a Wearable-based Automated Monitoring and Reporting system in School Violence Scenarios Thanh Dung Ho	view file link
2020	머신러닝 기반의 온라인 미디어 감성분석을 통한 자동차 제조사 주가 해석에 관한 연구 박민수	view file link
2020-12	증권 금융 상품 거래 고객의 이탈 예측 및 원인 추론 나광택; 이진영; 김은찬; 이효찬 Journal of Bigdata, Vol.5, No.2, pp.215-229	view file link
2021	제한적 합리성이 반영된 금융시장모형에 관한 연구 허지수	view file link
2021-02	동형암호(Homomorphic Encryption)와 AI 분석 기법을 활용한 자금세탁방지 제도 개선 방안 연구 백승주	view file link
2021-02	Designing Scalable Computer Systems to Accelerate Heterogeneous NLP Models 김준성	view file link
2021-02	Machine Learning on Encrypted Data and Homomorphic Comparison 김두형	view file link
2021-02	Application of Machine Learning on Searches at Large Hadron Coliider 이동섭	view file link
2021-02	정유공장의 공정 분석기에 대한 소프트 센서 모델 연구 노동주	view file link
2021-02	Material Properties of Ultra-High Performance Concrete with Carbon Nanotubes and Ozone Water 김동욱	view file link
2021-07	Prediction of Neurological Outcomes in Out-of-hospital Cardiac Arrest Survivors Immediately after Return of Spontaneous Circulation: Ensemble Technique with Four Machine Learning Models Heo, Ji Han; Kim, Taegyun; Shin, Jonghwan; Suh, Gil Joon; Kim, Joonghee; Jung, Yoon Sun; Park, Seung Min; Kim, Sungwan Journal of Korean Medical Science, Vol.36 No.28, pp.e187-14	DOI
2022	문항 유형 vs 학생: 이탈행동을 설명하고 예측하는 두 종류의 관점 비교 연구 : 유아용 교육게임 로그 데이터를 활용하여 공예은	view file link
2023	Early Defects Detection using Test Cases Prioritization in Iterative Software Development Process 황재성	view file link
2023	Continual Learning Considering Hierarchical Labels 정옥철	view file link
2023	Hardware/Software Techniques for Efficient Embedding Operations in AI Applications 이예진	view file link
2023	EMCCD-Based Multi-Qubit State Discrimination of Trapped Ions Enhanced by Machine Learning 정준호	view file link
2023	Efficient and Adaptive Resource Management for Dynamically Optimizing Distributed Data Processing Systems 송원욱	view file link
2023	Neural Reasoning with Structured Multimodal Knowledge Representation Learning 허유정	view file link
2023	Label-Efficient Learning for Object Recognition 이정범	view file link
2023	Learning from Imperfect Data: Applicability of A Brain-inspired Algorithm 이장호	view file link
2023	Elaborating Digital Twin of Offshore Process Systems Using Machine Learning: Fault Detection, Prediction, and Diagnosis 이나영	view file link
2023	Vehicle Fuel-type Preference Related Elements, Comparing their Importance Depending on Each Fuel-type 김민아	view file link

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