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지능형 빅데이터 분석·예측 기술, 빅데이터 처리·관리 기술
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논문 검색결과
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학술대회
2022 Exploiting Heterogeneous Monitoring Data for Spatiotemporal Algal Bloom Prediction   이태휘   International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 2022, pp.443-445 0 원문
학술대회
2021 Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space   김범수   Asian Conference on Machine Learning (ACML) 2021, pp.1-12
학술대회
2021 End-to-end Multi-task Learning of Missing Value Imputation and Forecasting in Time-Series Data   김진희   International Conference on Pattern Recognition (ICPR) 2020, pp.8849-8856 2 원문
학술대회
2020 A Practical Data Preparation Approach for Machine Learning over Heterogeneous Data Sources   이태휘   International Conference on Internet (ICONI) 2020, pp.1-2
학술대회
2020 Enhancing Environmental Data Forecasting Performance by Utilizing Multi-region Data with Hard-parameter sharing   최장호   International Conference on Internet (ICONI) 2020, pp.1-3
학술대회
2020 A Hybrid Approach for the Prediction of Chlorophyll-a Concentration at the Non-Area in the Geum River, Korea   장미영   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1694-1698
학술대회
2020 Enhancing Prediction of Chlorophyll-a Concentration with Feature Extraction using Higher-Order Partial Least Squares   이태휘   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1666-1668 3 원문
학술대회
2019 A Comparison of the Effects of Data Imputation Methods on Model Performance   김우영   International Conference on Advanced Communications Technology (ICACT) 2019, pp.592-599 4 원문
학술대회
2019 Modelling Chlorophyll-a Concentration using Deep Neural Networks considering Extreme Data Imbalance and Skewness   최장호   International Conference on Advanced Communications Technology (ICACT) 2019, pp.631-634 19 원문
학술대회
2017 A Layered Features Analysis in Smart Farm Environments   박준용   International Conference on Big Data and Internet of Things (BDIOT) 2017, pp.169-173 15 원문
학술대회
2017 CoT(Cloud of Things) 환경에서 계층적 협업 분석 SW의 시험 검증 사례 연구   이용주   한국정보처리학회 학술 발표 대회 (춘계) 2017, pp.1183-1184
학술지
2017 DART: Fast and Efficient Distributed Stream Processing Framework for Internet of Things   최장호   ETRI Journal, v.39 no.2, pp.1-12 24 원문
학술대회
2016 A Hierarchically Switching Analysis Architecture with Streaming Data from IoT (Internet of Things) Sensors   강동오   International Conference on Computational Science and Computational Intelligence (CSCI) 2016, pp.1389-1390 0 원문
학술대회
2016 Server-Edge Collaborative Data Analysis Framework for Stream Data in Internet of Things Environment   최장호   International Conference on Convergence Technology (ICCT) 2016, pp.605-606
학술지
2016 SDIF: Social Device Interaction Framework for Encounter and Play in Smart Home Service   강동오   IEEE Transactions on Consumer Electronics, v.62 no.1, pp.85-93 7 원문
학술대회
2016 Near Field Distance Awareness Algorithm using Bluetooth for Device Sociality Service   정준영   International Conference on Advanced Communication Technology (ICACT) 2016, pp.140-143 2 원문
학술대회
2015 A Hierarchical Analysis and Control Architecture with Streaming Data from IoT (Internet of Things) Sensors   강동오   International Conference on Mechatronics and Information Technology (ICMIT) 2015, pp.317-320
학술대회
2015 A Smart Class System based on Social Device Interaction Framework   강동오   International Conference on Mechatronics and Information Technology (ICMIT) 2015, pp.101-104
학술대회
2015 Real-Time Distance Awareness Algorithm Based on Wireless Signal Strength and Accelerometer Sensor of Smart Device in an Indoor Environment   정준영   International Conference on Consumer Electronics (ICCE) 2015 : Berlin, pp.17-18 0 원문
학술대회
2015 Enabling Intelligent Device Communication using Device Sociality   최장호   International Conference on Consumer Electronics (ICCE) 2015 : Berlin, pp.507-509 1 원문
학술대회
2015 D2D Distance Measurement using Kalman Filter Algorithm for Distance-based Service in an Office Environment   정준영   International Conference on Advanced Communication Technology (ICACT) 2015, pp.221-224 6 원문
학술지
2015 Wireless Distance Estimation Based on Error Correction of Bluetooth RSSI   정준영   IEICE Transactions on Communications, v.E98.B no.6, pp.1018-1031 3 원문
학술대회
2015 Zone Awareness Algorithm Using Wireless Signal for Zone Based Service   정준영   Global Conference on Information Technology, Computing, and Applications (Global IT) 2015, pp.1-8
학술대회
2014 Estimating Social Tie Strength for Autonomous D2D Collaborations   최장호   International Conference on Computer Science and Information Technology (ICCSIT) 2014, pp.1-6
학술대회
2014 Multi-objective Optimization of Policy Design of Autonomous Dynamic Power Management for a Server Cluster   강동오   International Conference on Convergence and its Application (ICCA) 2014, pp.1-4
학술대회
2014 Investigating Correlations between Human Social Relationships and Online Communications   최장호   International Conference on Information and Communication Technology Convergence (ICTC) 2014, pp.736-737 1 원문
학술대회
2014 Multi-layer Power Saving System Model Including Virtualization Server and Many-core Server   정준영   International Conference on Advanced Communications and Computation (INFOCOMP) 2014, pp.109-113
학술대회
2014 A Bridge Structure of Device Sociality Framework for Smart Home Service   강동오   International Symposium on Consumer Electronics (ISCE) 2014, pp.1-2 1 원문
학술지
2014 저전력 서버 클러스터를 위한 모델 기반 자율 동적 전력 관리 기법   강동오   한국차세대컴퓨팅학회논문지, v.10 no.3, pp.16-26
학술지
2014 데이터 센터 전력 관리를 위한 부하 기반 전력 분석 모델 및 저비용 전력 예측 방법   최장호   한국차세대컴퓨팅학회논문지, v.10 no.2, pp.48-55
학술대회
2014 Towards Zero-Configuration in Device Collaboration using Device Sociality   최장호   World Forum on Internet of Things (WF-IoT) 2014, pp.417-421 1 원문
학술지
2014 소셜 네트워크 인프라를 활용한 디바이스 소셜 네트워크 구축 연구   강규창   한국차세대컴퓨팅학회논문지, v.10 no.1, pp.57-64
학술대회
2013 Workload Adaptive Power Conservation Policy   이형직   International Conference on Advances in Information Technology (ICAIT) 2013, pp.78-83
학술대회
2013 Device Social Network as Collaboration Framework   강규창   International Conference on Internet (ICONI) 2013, pp.463-470