Ohyun Jo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 36

Top Topics

Portfolio Optimization

Reinforcement Learning

Wireless Communication

Resource Allocation

Top Venues

IEEE Commun. Mag.

Publications

Bayaraa Enkhsaikhan, Ohyun Jo
Risk-averse Reinforcement Learning for Portfolio Optimization. ICT Express 10 (4) (2024)
Taegyeom Lee, Ohyun Jo
Learning Backoff: Deep Reinforcement Learning-Based Wireless Channel Access. IEEE Syst. J. 18 (1) (2024)
Mincheol Seong, Ohyun Jo, Kyung-Seop Shin
Age of information minimization in UAV-assisted data harvesting networks by multi-agent deep reinforcement curriculum learning. Expert Syst. Appl. 255 (2024)
Jongseok Kim, Ohyun Jo
IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract). AAAI (2024)
Seungwoo Kang, Ohyun Jo
Multivariate Time-Series Imagification with Time Embedding in Constrained Environments (Student Abstract). AAAI (2024)
Seungwoo Kang, Taegyeom Lee, Jongseok Kim, A-Reum-Saem Lee, Juyeop Kim, Ohyun Jo
Intelligent Index Classification Method Based on Machine Learning for Detection of Reference Signal in 5G Networks. IEEE Access 11 (2023)
Mincheol Seong, Ohyun Jo, Kyung-Seop Shin
Multi-UAV trajectory optimizer: A sustainable system for wireless data harvesting with deep reinforcement learning. Eng. Appl. Artif. Intell. 120 (2023)
Ji Yoon Han, Ohyun Jo, Juyeop Kim
Exploitation of Channel-Learning for Enhancing 5G Blind Beam Index Detection. IEEE Trans. Veh. Technol. 71 (3) (2022)
Ohyun Jo, Wonpyo Kwon, Wonbin Hong
Achieving 360$^\circ$ Coverage Dynamic and Switchable Beamforming Through Resource-Efficient Switchable Antennas for Future mmWave IoT Devices. IEEE Trans. Ind. Electron. 68 (9) (2021)
Junghun Byun, Yong-Ho Cho, Tae Ho Im, Hak-Lim Ko, Kyung-Seop Shin, Juyeop Kim, Ohyun Jo
Iterative Learning for Reliable Link Adaptation in the Internet of Underwater Things. IEEE Access 9 (2021)
Ji Yoon Han, Ohyun Jo, Juyeop Kim
Exploitation of Channel-Learning for Enhancing 5G Blind Beam Index Detection. CoRR (2020)
Harshita Patel, Dharmendra Singh Rajput, G. Thippa Reddy, Celestine Iwendi, Ali Kashif Bashir, Ohyun Jo
A review on classification of imbalanced data for wireless sensor networks. Int. J. Distributed Sens. Networks 16 (4) (2020)
Vivek Singhal, S. S. Jain, Divya Anand, Aman Singh, Sahil Verma, Kavita, Joel J. P. C. Rodrigues, Noor Zaman, Uttam Ghosh, Ohyun Jo, Celestine Iwendi
Artificial Intelligence Enabled Road Vehicle-Train Collision Risk Assessment Framework for Unmanned Railway Level Crossings. IEEE Access 8 (2020)
Joseph Henry Anajemba, Yue Tang, Celestine Iwendi, Akpesiri Ohwoekevwo, Gautam Srivastava, Ohyun Jo
Realizing Efficient Security and Privacy in IoT Networks. Sensors 20 (9) (2020)
Seokhyeon Park, Ohyun Jo
Q-NAV: NAV Setting Method based on Reinforcement Learning in Underwater Wireless Networks. CoRR (2020)
Seokhyeon Park, Junghun Byun, Kyung-Seop Shin, Ohyun Jo
Ocean Current Prediction Based on Machine Learning for Deciding Handover Priority in Underwater Wireless Sensor Networks. ICAIIC (2020)
Jyostna Devi Bodapati, Naralasetti Veeranjaneyulu, Shaik Nagur Shareef, Saqib Hakak, Muhammad Bilal, Praveen Kumar Reddy Maddikunta, Ohyun Jo
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction. CoRR (2020)
Celestine Iwendi, Zunera Jalil, Abdul Rehman Javed, G. Thippa Reddy, Rajesh Kaluri, Gautam Srivastava, Ohyun Jo
KeySplitWatermark: Zero Watermarking Algorithm for Software Protection Against Cyber-Attacks. IEEE Access 8 (2020)
Woongsup Lee, Ohyun Jo, Minhoe Kim
Intelligent Resource Allocation in Wireless Communications Systems. IEEE Commun. Mag. 58 (1) (2020)
Junghun Byun, Yong-Ho Cho, Tae Ho Im, Hak-Lim Ko, Kyung-Seop Shin, Ohyun Jo
Iterative Learning for Reliable Underwater Link Adaptation (Student Abstract). AAAI (2020)
Seokhyeon Park, Ohyun Jo
Intelligent Handover Prediction Based on Locational Priority With Zero Scanning for the Internet of Underwater Things. IEEE Access 8 (2020)
Woongsup Lee, Younghwa Ham, Tae-Won Ban, Ohyun Jo
Analysis of Growth Performance in Swine Based on Machine Learning. IEEE Access 7 (2019)
Juyeop Kim, Ohyun Jo, Sang Won Choi
State-Based Uplink-Scheduling Scheme for Reducing Control Plane Latency of MCPTT Services. IEEE Syst. J. 13 (3) (2019)
Juyeop Kim, Ohyun Jo, Sang Won Choi
Feasibility of Index-Coded Retransmissions for Enhancing Sidelink Channel Efficiency of V2X Communications. IEEE Access 7 (2019)
Changbae Yoon, Dong-Ho Cho, Ohyun Jo
MSE-Based Downlink and Uplink Joint Beamforming in Dynamic TDD System Based on Cloud-RAN. IEEE Syst. J. 13 (3) (2019)
Ohyun Jo, Juyeop Kim, Kyung-Seop Shin, Gyung-Ho Hwang
Exploiting Self-Reserving Spectrum to Reduce Service Dropping Probability in Cognitive Radio Systems. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (4) (2019)
Minhoe Kim, Woongsup Lee, Jungmin Yoon, Ohyun Jo
Toward the Realization of Encoder and Decoder Using Deep Neural Networks. IEEE Commun. Mag. 57 (5) (2019)
Sung-Yeop Pyun, Woongsup Lee, Ohyun Jo
Uplink Resource Allocation for Interference Mitigation in Two-Tier Femtocell Networks. Mob. Inf. Syst. 2018 (2018)
Minhoe Kim, Woongsup Lee, Jungmin Yoon, Ohyun Jo
Building Encoder and Decoder with Deep Neural Networks: On the Way to Reality. CoRR (2018)
Kisong Lee, Changbae Yoon, Ohyun Jo, Woongsup Lee
Joint Optimization of Spectrum Sensing and Transmit Power in Energy Harvesting-Based Cognitive Radio Networks. IEEE Access 6 (2018)
Woongsup Lee, Ohyun Jo, Minhoe Kim
Application of End-to-End Deep Learning in Wireless Communications Systems. CoRR (2018)
Jungmin Yoon, Ohyun Jo, Ji-Won Choi, Seongwook Lee, Jeongsik Choi, Seong-Cheol Kim
SNR analysis and estimation for efficient phase noise mitigation in millimetre-wave SC-FDE systems. IET Commun. 12 (18) (2018)
Ohyun Jo, Yong-Kyu Kim, Juyeop Kim
Internet of Things for Smart Railway: Feasibility and Applications. IEEE Internet Things J. 5 (2) (2018)
Kyung-Seop Shin, Ohyun Jo
Joint Scheduling and Power Allocation Using Non-Orthogonal Multiple Access in Directional Beam-Based WLAN Systems. IEEE Wirel. Commun. Lett. 6 (4) (2017)
Woo-Chan Kim, Ohyun Jo
Cost-optimized configuration of computing instances for large sized cloud systems. ICT Express 3 (3) (2017)
Ohyun Jo, Gyung-Ho Hwang, Dong-Ho Cho
Intergroup Joint Scheduling for Mitigating Asymmetric Uplink Interference in Self-Organizing Virtual Cell Networks. Mob. Inf. Syst. 2016 (2016)
Ohyun Jo, SangHyun Chang, Changyeul Kweon, Jisung Oh, Kyungwhoon Cheun
60 GHz Wireless Communication for Future Wi-Fi. ICT Express 1 (1) (2015)
Ohyun Jo, Wonbin Hong, Sung Tae Choi, SangHyun Chang, Changyeul Kweon, Jisung Oh, Kyungwhoon Cheun
Holistic design considerations for environmentally adaptive 60 GHz beamforming technology. IEEE Commun. Mag. 52 (11) (2014)
Kisong Lee, Ohyun Jo, Dong-Ho Cho
Cooperative Resource Allocation for Guaranteeing Intercell Fairness in Femtocell Networks. IEEE Commun. Lett. 15 (2) (2011)
Ohyun Jo, Dong-Ho Cho
Seamless spectrum handover considering differential path-loss in cognitive radio systems. IEEE Commun. Lett. 13 (3) (2009)
Ohyun Jo, Hyun-Ho Choi, Dong-Ho Cho
Seamless spectrum handover improving cell outage in cognitive radio systems. CrownCom (2009)
Ohyun Jo, Jong-Wuk Son, Dong-Ho Cho
An enhanced packet scheduling algorithm combined with HARQ for HSDPA system. IEEE Commun. Lett. 12 (4) (2008)
Ohyun Jo, Dong-Ho Cho
Efficient spectrum matching based on spectrum characteristics in cognitive radio systems. WTS (2008)
Ohyun Jo, Dong-Ho Cho
Traffic Adaptive Uplink Scheduling Scheme for Relay Station in IEEE 802.16 Based Multi-Hop System. VTC Fall (2007)
Ohyun Jo, Ji Hyun Park, Dong-Ho Cho
QoS Provisioning Spectrum Management Based on Intelligent Matching and Reservation for Cognitive Radio System. CrownCom (2007)
Ohyun Jo, Jong-Wuk Son, Soo-Yong Jeon, Dong-Ho Cho
Enhanced Packet Scheduling Algorithm Providing QoS in High Speed Downlink Packet Access. VTC Fall (2006)