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Jang-Ho Choi
Department
AI Safety Research Section
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논문 검색결과
Type Year Title Cited Download
Conference
2023 An Augmentation-agnostic Semantic Preserving Technique for Data Generation   Jang-Ho Choi   International Conference on Big Data (Big Data) 2023, pp.6119-6121 0
Conference
2023 Towards Better Time-series Data Augmentation for Contrastive Learning   Jang-Ho Choi   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1322-1324 0
Conference
2022 Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift   Taesung Kim, Jinhee Kim  International Conference on Learning Representations (ICLR) 2022, pp.1-25 63
Conference
2022 Exploiting Heterogeneous Monitoring Data for Spatiotemporal Algal Bloom Prediction   Taewhi Lee   International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 2022, pp.443-445 1
Conference
2021 Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space   Beomsoo Kim  Asian Conference on Machine Learning (ACML) 2021, pp.1-12
Conference
2021 End-to-end Multi-task Learning of Missing Value Imputation and Forecasting in Time-Series Data   Jinhee Kim, Taesung Kim  International Conference on Pattern Recognition (ICPR) 2020, pp.8849-8856 7
Conference
2020 Enhancing Environmental Data Forecasting Performance by Utilizing Multi-region Data with Hard-parameter sharing   Jang-Ho Choi   International Conference on Internet (ICONI) 2020, pp.1-3
Conference
2020 A Practical Data Preparation Approach for Machine Learning over Heterogeneous Data Sources   Taewhi Lee   International Conference on Internet (ICONI) 2020, pp.1-2
Conference
2020 A Hybrid Approach for the Prediction of Chlorophyll-a Concentration at the Non-Area in the Geum River, Korea   Miyoung Jang   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1694-1698
Conference
2020 Enhancing Prediction of Chlorophyll-a Concentration with Feature Extraction using Higher-Order Partial Least Squares   Taewhi Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1666-1668 5
Conference
2019 데이터 대체기법에 따른 기계학습 모델 성능 비교   Wooyoung Kim  International Conference on Advanced Communications Technology (ICACT) 2019, pp.592-599 8
Conference
2019 Modelling Chlorophyll-a Concentration using Deep Neural Networks considering Extreme Data Imbalance and Skewness   Jang-Ho Choi   International Conference on Advanced Communications Technology (ICACT) 2019, pp.631-634 30
Conference
2017 A Layered Features Analysis in Smart Farm Environments   Junyong Park   International Conference on Big Data and Internet of Things (BDIOT) 2017, pp.169-173 23
Journal
2017 DART: Fast and Efficient Distributed Stream Processing Framework for Internet of Things   Jang-Ho Choi   ETRI Journal, v.39, no.2, pp.1-12 28
Conference
2017 A Study on Testing Tools for Hierarchical Cooperative Analysis in Cloud of Things Environment   이용주   한국정보처리학회 학술 발표 대회 (춘계) 2017, pp.1183-1184
Conference
2016 A Hierarchically Switching Analysis Architecture with Streaming Data from IoT (Internet of Things) Sensors   Dong-oh Kang   International Conference on Computational Science and Computational Intelligence (CSCI) 2016, pp.1389-1390 0
Conference
2016 Server-Edge Collaborative Data Analysis Framework for Stream Data in Internet of Things Environment   Jang-Ho Choi   International Conference on Convergence Technology (ICCT) 2016, pp.605-606
Journal
2016 SDIF: Social Device Interaction Framework for Encounter and Play in Smart Home Service   Dong-oh Kang   IEEE Transactions on Consumer Electronics, v.62, no.1, pp.85-93 11
Conference
2016 Near Field Distance Awareness Algorithm using Bluetooth for Device Sociality Service   Joonyoung Jung   International Conference on Advanced Communication Technology (ICACT) 2016, pp.140-143 2
Conference
2015 A Hierarchical Analysis and Control Architecture with Streaming Data from IoT (Internet of Things) Sensors   Dong-oh Kang   International Conference on Mechatronics and Information Technology (ICMIT) 2015, pp.317-320
Conference
2015 A Smart Class System based on Social Device Interaction Framework   Dong-oh Kang   International Conference on Mechatronics and Information Technology (ICMIT) 2015, pp.101-104
Conference
2015 Enabling Intelligent Device Communication using Device Sociality   Jang-Ho Choi   International Conference on Consumer Electronics (ICCE) 2015 : Berlin, pp.507-509 1
Conference
2015 Real-Time Distance Awareness Algorithm Based on Wireless Signal Strength and Accelerometer Sensor of Smart Device in an Indoor Environment   Joon-young Jung   International Conference on Consumer Electronics (ICCE) 2015 : Berlin, pp.17-18 0
Conference
2015 D2D Distance Measurement using Kalman Filter Algorithm for Distance-based Service in an Office Environment   Joon-young Jung   International Conference on Advanced Communication Technology (ICACT) 2015, pp.221-224 9
Journal
2015 Wireless Distance Estimation Based on Error Correction of Bluetooth RSSI   Joon-young Jung   IEICE Transactions on Communications, v.E98.B, no.6, pp.1018-1031 3
Conference
2015 Zone Awareness Algorithm Using Wireless Signal for Zone Based Service   Joon-young Jung   Global Conference on Information Technology, Computing, and Applications (Global IT) 2015, pp.1-8
Conference
2014 Estimating Social Tie Strength for Autonomous D2D Collaborations   Jang-Ho Choi   International Conference on Computer Science and Information Technology (ICCSIT) 2014, pp.1-6
Conference
2014 Multi-objective Optimization of Policy Design of Autonomous Dynamic Power Management for a Server Cluster   Dong-oh Kang   International Conference on Convergence and its Application (ICCA) 2014, pp.1-4
Conference
2014 Investigating Correlations between Human Social Relationships and Online Communications   Jang-Ho Choi   International Conference on Information and Communication Technology Convergence (ICTC) 2014, pp.736-737 1
Conference
2014 Multi-layer Power Saving System Model Including Virtualization Server and Many-core Server   Joon-young Jung   International Conference on Advanced Communications and Computation (INFOCOMP) 2014, pp.109-113
Conference
2014 A Bridge Structure of Device Sociality Framework for Smart Home Service   Dong-oh Kang   International Symposium on Consumer Electronics (ISCE) 2014, pp.1-2 1
Journal
2014 A Model-Based Autonomous Dynamic Power Management for a Power-Efficient Server Cluster   강동오   한국차세대컴퓨팅학회논문지, v.10, no.3, pp.16-26
Journal
2014 Load-Based Power Analysis Model and Low-Cost Power Prediction Method for Power Management in Data Centers   최장호   한국차세대컴퓨팅학회논문지, v.10, no.2, pp.48-55
Conference
2014 Towards Zero-Configuration in Device Collaboration using Device Sociality   Jang-Ho Choi   World Forum on Internet of Things (WF-IoT) 2014, pp.417-421 2
Journal
2014 Study on Building Device Social Network using Open Social Network Infrastructure   강규창   한국차세대컴퓨팅학회논문지, v.10, no.1, pp.57-64
Conference
2013 Device Social Network as Collaboration Framework   Kyuchang Kang   International Conference on Internet (ICONI) 2013, pp.463-470
Conference
2013 Workload Adaptive Power Conservation Policy   Hyungjik Lee   International Conference on Advances in Information Technology (ICAIT) 2013, pp.78-83