Publications

  • M Nesa, TR Shaha, Y Yoon, Prediction of juvenile crime in Bangladesh due to drug addiction using machine learning and explainable AI techniques, Journal of Computational Social Science (2022). https://doi.org/10.1007/s42001-022-00175-7

  • M Kang, W Lee, K Hwang, Y Yoon, Vision Transformer for Detecting Critical Situations and Extracting Functional Scenario for Automated Vehicle Safety Assessment, Sustainability 14 (15), 9680

  • Chanjae Lee, Young Yoon, A Novel Bus Arrival Time Prediction Method Based on Spatio-Temporal Flow Centrality Analysis and Deep Learning, Electronics 11 (12), 1875

  • Junggul Kim, Chanjae Lee, Jiyoo Seo, Seokmin Yoon, Young Yoon, Detecting Design Infringement Using Multi-Modal Visual Data and Auto Encoder based on Convolutional Neural Network, Journal of KIISE, Vol. 49, No. 2, pp. 137-144, 2022. 2 https://doi.org/10.5626/JOK.2022.49.2.137

  • Yoo Jin Kim and Young Yoon, Speed Prediction and Analysis of Nearby Road Causality Using Explainable Deep Graph Neural Network, Journal of The Korea Convergence Society, Vol. 13 No. 1, pp. 51-62, 2022

  • Young Yoon, Hyunmin Kim, Siwoo Lee and Safa Siavash Pouri, Development and Operation of Remote Lone-Senior Monitoring System Based on Heterogeneous IoT Sensors and Deep Learning, Journal of The Korea Convergence Society, Vol. 13. No. 1, pp. 387-398, 2022

  • Kim, B.H.; Yoon, Y. Cloud Storage Service Architecture Providing the Eventually Consistent Totally Ordered Commit History of Distributed Key-Value Stores for Data Consistency Verification. Electronics 2021, 10, 2702. https://doi.org/10.3390/electronics10212702

  • Youngrae Kim and Young Yoon, Zone-Agnostic Greedy Taxi Dispatch Algorithm Based on Contextual Matching Matrix for Efficient Maximization of Revenue and Profit, Electronics 2021, 10(21), 2653, https://doi.org/10.3390/eletronics10212653

  • Dong Mug Kang, Sang Hun Yoon, Dae Kyo Shin, Young Yoon, Hyeon Min Kim, Soo Hyun Jang: A Study on Attack Pattern Generation and Hybrid MR-IDS for In-Vehicle Network. ICAIIC 2021: 291-294

  • Heesu Hwang, Junsung Ahn, Hyunbae Lee, Jiwon Oh, Jaehwan Kim, Jae-Pyeong Ahn, Hong-Kyu Kim, Jong-Ho Lee, Young Yoon, Jin-Ha Hwang, Deep learning-assisted microstructural analysis of Ni/YSZ anode composites for solid oxide fuel cells, Materials Characterization, 110906, 2021

  • Jun Hyung Park, Chan Jae Lee, Young Yoon, Dynamic Pricing Based on Reinforcement Learning Reflecting the Relationship between Driver and Passenger Using Matching Matrix, The Journal of The Korea Institute of Intelligent Transport System, Vol.19 No.6(2020) December, 2020, pp. 118 ~ 133

  • C Lee, Y Yoon, Context-Aware Link Embedding with Reachability and Flow Centrality Analysis for Accurate Speed Prediction for Large-Scale Traffic Networks, Electronics 9 (11), 1800, 2020

  • Integrated Application of Semantic Segmentation-Assisted Deep Learning to Quantitative Multi-Phased Microstructural Analysis in Composite Materials: Case Study of Cathode Composite Materials of Solid Oxide Fuel Cells accepted to appear in Journal of Power Sources (2020)

  • Kye Woong Lee, Seung Taek Oh, Young Yoon, Modeling and Selecting Optimal Features for Machine Learning Based Detections of Android Malwares, to apper in KIPS Transactions on Software and Data Engineering (2019)

  • Young, Yoon, Juno Moon, Verifying the Integrity of Private Transaction Information in Smart Contract using Homomorphic Encryption, IEEE ECICE (2019)

  • Donghyun Kim, Keeyeon Hwang, Young Yoon, Prediction of Traffic Congestion in Seoul by Deep Neural Network, Journal of ITS, Vol.18 no.4 (2019)

  • Young Yoon, Heesu Hwang, Yongjun Choi, Minbeom Joo, Hyeyoon Oh, Insun Park, Keon-Hee Lee, Jin-Ha Hwang, Analyzing Basketball Movements and Pass Relationships using Realtime Object Tracking Techniques based on Deep Learning, To appear in IEEE Access (2019)

  • Heesu Hwang, Jiwon Oh, Keon-Hee Lee, Jung-Hwan Cha, Eunsoo Choi, Young Yoon, and Jin-Ha Hwang: Synergistic Approach to Quantifying Information on a Crack-Based Network in Loess/Water Material Composites Using Deep Learning and Network Science. To appear in Computational Material Science (2019)

  • Young Yoon, YongJun Choi: On Multilateral Security Monitoring and Analysis With an Abstract Tomogram of Network Flows. IEEE Access 6: 24118-24127 (2018)

  • Young Yoon, Wonjae Kim: Bluff Forwarding: A Practical Protocol for Delivering Refreshed Symmetric Keys on a Multi-Path Big Data Ingestion System. IEEE Access 6: 24299-24310 (2018)

  • Wonjae Kim, Young Yoon: A Platform for Choreography of Heterogeneous Healthcare Services. DEBS 2018: 246-247

  • YongJun Choi, Young Yoon: Moscato: A Novel Management Tool for Large-Scale Data and Event Processing Platforms. DEBS 2018: 248-249

  • Hana Lee, Young Yoon (2018) Interest Recognition from Online Instant Messaging Sessions using Text Segmentation and Document Embedding Techniques, to appear at IEEE ICCC

  • Yoon Y, Jung H, Lee H (2018) Abnormal network flow detection based on application execution patterns from Web of Things (WoT) platforms. PLoS ONE 13(1): e0191083. https://doi.org/10.1371/journal.pone.0191083 Open Access

  • Yoon Y (2017) Per-service supervised learning for identifying desired WoT apps from user requests in natural language. PLoS ONE 12(11): e0187955. https://doi.org/10.1371/journal.pone.0187955 Open Access

  • Hana Lee, Young Yoon, Engineering doc2vec for Automatic Classification of Product Descriptions on O2O Applications, Electronic Commerce Journal, DOI :10.1007/s10660-017-9268-5, 2017 Link

  • Young Yoon, YongJun Choi, Suchul Shin: Multilateral Context Analysis based on the Novel Visualization of Network Tomography: Poster. ACM DEBS 2017: 343-344 Link

  • Hana Lee, Eunsoo Lim, Younghin Cho, Young Yoon, Automatic Classification of Product Data for Natural General-Purpose O2O Application Interface, Proceedings of the 2016 KIPS Annucal Fall Conference, Busan, South Korea (Best Paper Runner-up) Open Access

  • Young Yoon, Performance Analysis of CRF-Based Learning for Processing WoT Application Requests Expressed in Natural Language. SpringerPlus 5(1):1324, doi:10.1186/s40064-016-3012-9, 2016 Open Access

  • Yoon Y, Kim BH (2016) Secret Forwarding of Events over Distributed Publish/Subscribe Overlay Network. PLoS ONE 11(7): e0158516. doi: 10.1371/journal.pone.0158516 Open Access

  • Young Yoon, Nathan Robinson, Vinod Muthusamy, Sheila A. McIlraith, Hans-Arno Jacobsen: Planning the transformation of overlays. SAC 2016: 500-507 Link

  • Young Yoon, Daehyun Ban, Sungwon Han, Donghyek An, Eunho Heo, Sangho Shin, Device/Cloud Collaboration Framework for Intelligence Applications, Internet of Things: Principes and Paradigms 2016 pp 49 - 60 Link


For past publications, refer to director's c.v.