International Journal
Constantino Msigwa, Denis Bernard, Jaeseok Yun, "IoT-driven Wearable Devices Enhancing Healthcare: ECG Classification with Cluster-based GAN and Meta-features," Internet of Things, vol. 28, 101405, 2024
Geonwoo Ji, Jiyoung Woo, Geon Lee, Constantino Msigwa, Denis Bernard, Jaeseok Yun, "AIoT-based Smart Healthcare in Everyday Lives: Data Collection and Standardization from Smartphones and Smartwatches," IEEE Internet of Things Journal, vol. 11, no. 16, pp. 27597-27619, 2024
Godwin Msigwa, Ester Ntambala, Jaeseok Yun, "Enhancing Atrial Fibrillation Classification from Single-Lead Electrocardiogram Signals using Attention-Based Networks and Generative Adversarial Networks with Density-Based Clustering," Engineering Applications of Artificial Intelligence, vol. 133, Part F, 108607, 2024
Domestic Journal
Chaewon Song, Jaeseok Yun, "Negative Emotion Recognition Using PPG Wearable Devices and Machine Learning," KIISE Transactions on Computing Practices (정보과학회 컴퓨팅의 실제 논문지), vol. 30, no. 6, pp. 253-263, 2024
Domestic Conference
Ilhan Yu, Geonwoo Ji, Minji An, Jaeseok Yun, "Low-cost Big Data Analysis Scenarios in IoT Environments," Proceedings of the Korea Computer Congress (한국정보과학회 한국컴퓨터종합학술대회), pp. 1773-1775, 2024 (Best undergraduate paper, 최우수상)
Sion Jeon, Kyeongho Jang, Minji An, Jaeseok Yun, "FlexBE-based Robot Behavior Design for IoT-ROS Robot Mission Execution," Proceedings of the Korea Computer Congress (한국정보과학회 한국컴퓨터종합학술대회), pp. 2415-2417, 2024
Hyunjin Choi, Chanyoung Park, Minji An, Hyohoon Kim, Jaeseok Yun, "Particulate Matter Estimation at Virtual Stations Using Air Quality Collection IoT Devices," Proceedings of the Korea Computer Congress (한국정보과학회 한국컴퓨터종합학술대회), pp. 1752-1754, 2024
Seohyun Yim, Geonwoo Ji, Minji An, Jaeseok Yun, "Learning-based Model for Personal Color Diagnosis," Proceedings of the Korea Computer Congress (한국정보과학회 한국컴퓨터종합학술대회), pp. 2180-2182, 2024
International Journal
Denis Bernard, Constantino Msigwa, Jaeseok Yun, "Towards IoT-based Medical Edge Devices: PPG-based Blood Pressure Estimation Application," IEEE Internet of Things Journal, vol. 10, no. 6, pp. 5240-5255, 2023
Jaeseok Yun, Daehee Kim, Dong Min Kim, Taewon Song, Jiyoung Woo, "GAN-based Sensor Data Augmentation: Application for Counting Moving People and Detecting Directions using PIR Sensors," Engineering Applications of Artificial Intelligence, vol. 117, 105508, 2023
International Conference
Geonwoo Ji, Constantino Msigwa, Denis Bernard, Geon Lee, Jiyoung Woo, Jaeseok Yun, "Health24: Health-related Data Collection from Wearable and Mobile Devices in Everyday Lives," Proceedings of the IEEE International Conference on Big Data and Smart Computing (BigComp'23), pp. 336-337, 2023
Domestic Conference
Minji An, Chanyeong Park, Hyeonjung Noh, Jaeseok Yun, "IoT-based PM Collection System and Forecasting Method," Proceedings of the Korea Computer Congress (한국정보과학회 한국컴퓨터종합학술대회), pp. 170-172, 2023
Sion Jeon, Kyeongho Jang, Geonwoo Ji, Jaeseok Yun, "Disaster Response Mobility Platform Using SLAM and Object Detection," Proceedings of the Korea Computer Congress (한국정보과학회 한국컴퓨터종합학술대회), pp. 173-175, 2023
Minji An, Denis Bernard, Jaeseok Yun, "PM Concentration Prediction in Virtual Station Based on LSTM," Proceedings of the Joint Conference on Communications and Information (제33회 통신정보 합동학술대회), pp. 404-405, 2023
International Journal
Constantino Msigwa, Seungwoo Baek, Denis Bernard, Jaeseok Yun, "Are You Wearing a Mask? Detecting If a Person Wears a Mask Using a Wristband," Sensors, vol. 22, no. 5, 1745, 2022
Domestic Journal
Geonwoo Ji, Changwon Lee, Jaeseok Yun, "Counting and Localizing Occupants using IR-UWB Radar and Machine Learning," Journal of the Korea Society of Computer and Information (한국컴퓨터정보학회 논문지), vol. 27, no. 5, pp. 1-9, 2022
Seongchan Lee, Nakmyoung Sung, Seokjun Lee, Jaeseok Yun, “Machine learning-based Multi-modal Sensing IoT Platform Resource Management,” IEMEK Journal of Embedded Systems and Applications (대한임베디드공학회 논문지), vol. 17, no. 2, pp. 93-100, 2022
Domestic Conference
Geonwoo Ji, Seongchan Lee, Constantino Msigwa, Denis Bernard, Jaeseok Yun, "IoT based Smart Device Data Collection in Everyday Life," Proceedings of the Korean Society of Computer Information Summer Conference (한국컴퓨터정보학회 하계학술대회), 325-327, 2022
International Journal
Jaeseok Yun, Jiyoung Woo, "IoT-enabled Particulate Matter Monitoring and Forecasting Method based on Cluster Analysis," IEEE Internet of Things Journal, vol. 8, no. 9, pp. 7380-7393, 2021
Domestic Journal
Eunsol An, Isu Jeong, Seungwoo Baek, Jaeseok Yun, "Encouraging Good Habits for Young Children using IoT-enabled Wearable Wristbands and Feedback Devices," KIISE Transactions on Computing Practices (정보과학회 컴퓨팅의 실제 논문지), vol. 27, no. 11, pp. 531-542, 2021
International Journal
Jiyoung Woo, Jaeseok Yun, "Content Noise Detection Model Using Deep Learning in Web Forums," Sustainability, vol. 12, pp. 5074, 2020
Huy T. Dinh, Jaeseok Yun, Dong Min Kim, Kyu-Haeng Lee, Daehee Kim, "A Home Energy Management System With Renewable Energy and Energy Storage Utilizing Main Grid and Electricity Selling," IEEE Access, vol. 8, pp. 49436-49436, 2020
Jaeseok Yun, Jiyoung Woo, "A Comparative Analysis of Deep Learning and Machine Learning on Detecting Movement Directions Using PIR Sensors," IEEE Internet of Things Journal, vol. 7, no. 4, pp. 2855-2868, 2020
Domestic Journal
Isu Jeong, Seungwoo Baek, Eunsol An, Yujin Kim, Jiwoo Choi, Jaeseok Yun, "IoT-Enabled Solutions for Tour Photography Services," Journal of the Korea Society of Computer and Information (한국컴퓨터정보학회 논문지), vol. 25, no. 5, pp. 127-135, 2020
International Journal
Jonggwan An, Franck L. Gall, Jaeho Kim, Jaeseok Yun, Jaeyoung Hwang, Martin Bauer, Mengxuan Zhao, JaeSeung Song, "Toward Global IoT-Enabled Smart Cities Interworking Using Adaptive Semantic Adapter," IEEE Internet of Things Journal, vol. 6, no. 3, pp. 5753-5753, 2019
Jaeseok Yun, Il-Yeop Ahn, JaeSeung Song, Jaeho Kim, "Implementation of Sensing and Actuation Capabilities for IoT Devices Using oneM2M Platforms," Sensors, vol. 19, no. 20, pp. 4567, 2019
International Conference
Jaeseok Yun, Nakmyoung Sung, Sung-Chan Choi, Jaeho Kim, "Real-time PM Monitoring System based on oneM2M IoT Platform and LoRa Networks," Proceedings of the IEEE Sensors, pp. 1-4, 2019
Domestic Journal
Isu Jeong, Jaeseok Yun, "Voice-based Device Control Using oneM2M IoT Platforms," Journal of the Korea Society of Computer and Information (한국컴퓨터정보학회 논문지), vol. 24, no. 3, pp. 151-157, 2019
Jiyoung Woo, Jaeseok Yun, "Detection of Moving Direction using PIR Sensors and Deep Learning Algorithm," Journal of the Korea Society of Computer and Information (한국컴퓨터정보학회 논문지), vol. 24, no. 3, pp. 11-17, 2019
Domestic Conference
Isu Jeong, Seungwoo Baek, Seongchan Lee, Jaeseok Yun, "Voice-based Control System Using Standard-based IoT Platforms," Proceedings of the Korean Society of Computer Information Summer Conference (한국컴퓨터정보학회 하계학술대회), 454-455, 2019
Eunsol An, Jaeseok Yun, "Measuring Stress Using HRV sensor and Standard-based IoT Platforms," Proceedings of the Korean Society of Computer Information Summer Conference (한국컴퓨터정보학회 하계학술대회), pp. 457-458, 2019
International Journal
Jaeho Kim, Sung-Chan Choi, Jaeseok Yun, Jang-Won Lee, "Towards the oneM2M standards for building IoT ecosystem: Analysis, implementation and lessons," Peer-to-Peer Networking and Applications, vol. 11, no. 1, pp. 139-139, 2018
Domestic Journal
Jaeseok Yun, "Understanding the Internet of Things: Education and Experience," Journal of the Korea Society of Computer and Information (한국컴퓨터정보학회 논문지), vol. 23, no. 12, pp. 137-137, 2018
International Journal
Sheik M. M. Fattah, Nakmyeong Sung, Il-Yeop Ahn, Minwoo Ryu, Jaeseok Yun, "Building IoT Services for Aging in Place Using Standard-Based IoT Platforms and Heterogeneous IoT Products," Sensors, vol. 17, no. 10, pp. 2311, 2017
Domestic Journal
Nakmyoung Sung, Jaeseok Yun, "Self-adaptive IoT Software Platform for Interoperable Standard-based IoT Systems," IEMEK Journal of Embedded Systems and Applications (대한임베디드공학회 논문지), vol. 12, no. 6, pp. 369-369, 2017
Nakmyoung Sung, Jaeseok Yun, "Medication Reminder System for Smart Aging Services Using IoT Platforms and Products," Journal of The Korea Society of Computer and Information (한국컴퓨터정보학회 논문지), vol. 22, no. 9, pp. 107-107, 2017
Minwoo Ryu, Jaeseok Yun, "Dynamic Service Composition and Development Using Heterogeneous IoT Systems," Journal of The Korea Society of Computer and Information (한국컴퓨터정보학회 논문지), vol. 22, no. 9, pp. 91-91, 2017
International Journal
Emö Kovacs, Martin Bauer, Jaeho Kim, Jaeseok Yun, Franck L. Gall, Mengxuan Zhao, "Standards-Based Worldwide Semantic Interoperability for IoT," IEEE Communications Magazine, vol. 54, no. 12, pp. 40-40, 2016
Jaeho Kim, Sung-Chan Choi, Il-Yeop Ahn, Nakmyoung Sung, Jaeseok Yun, "From WSN towards WoT: Open API Scheme Based on oneM2M Platforms," Sensors, vol. 16, no. 10, pp. 1645, 2016
International Conference
Jaeseok Yun, Ramnath C. Teja, Nan Chen, Nakmyoung Sung, Jaeho Kim, "Interworking of oneM2M-based IoT systems and legacy systems for consumer products," Proceedings of the International Conference on Information and Communication Technology Convergence (ICTC '16), pp. 423-428, 2016 (Best Paper)