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Ju-Bong Kim
Ju-Bong Kim
Ph.D. Student of Korea University of Technology and Education | KOREATECH · School of Computer Science and Engineering
koreatech.ac.kr의 이메일 확인됨
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Packet-based network traffic classification using deep learning
HK Lim, JB Kim, JS Heo, K Kim, YG Hong, YH Han
2019 International Conference on Artificial Intelligence in Information and …, 2019
472019
Time series classification of cryptocurrency price trend based on a recurrent LSTM neural network
DH Kwon, JB Kim, JS Heo, CM Kim, YH Han
Journal of Information Processing Systems 15 (3), 694-706, 2019
352019
Federated reinforcement learning for training control policies on multiple IoT devices
HK Lim, JB Kim, JS Heo, YH Han
Sensors 20 (5), 1359, 2020
322020
Payload-based traffic classification using multi-layer lstm in software defined networks
HK Lim, JB Kim, K Kim, YG Hong, YH Han
Applied Sciences 9 (12), 2550, 2019
192019
Imitation reinforcement learning-based remote rotary inverted pendulum control in openflow network
JB Kim, HK Lim, CM Kim, MS Kim, YG Hong, YH Han
IEEE Access 7, 36682-36690, 2019
182019
Federated reinforcement learning for controlling multiple rotary inverted pendulums in edge computing environments
HK Lim, JB Kim, CM Kim, GY Hwang, H Choi, YH Han
2020 International Conference on Artificial Intelligence in Information and …, 2020
142020
Deep Q-network based rotary inverted pendulum system and its monitoring on the EdgeX platform
JB Kim, DH Kwon, YG Hong, HK Lim, MS Kim, YH Han
2019 international conference on artificial intelligence in information and …, 2019
62019
Sortation Control Using Multi-Agent Deep Reinforcement Learning in N-Grid Sortation System
JB Kim, HB Choi, GY Hwang, K Kim, YG Hong, YH Han
Sensors 20 (12), 3401, 2020
42020
Computing system and method for intelligent ioe information framework
TW You, JH Hong, KH Kim, YG Hong, HS Yoon, WS Lim, MS Kim, TH Kim
US Patent App. 16/158,109, 2019
32019
System and method for controlling multiple devices through federated reinforcement learning
YH Han, HK Lim, CM Kim, JB Kim, GY Hwang, HB Choi
US Patent App. 17/098,320, 2021
12021
Blockchain Based Financial Portfolio Management Using A3C
JB Kim, JS Heo, HK Lim, DH Kwon, YH Han
KIPS Transactions on Computer and Communication Systems 8 (1), 17-28, 2019
12019
Packet payload-based network traffic classification using convolutional neural network
JB Kim, HK Lim, JS Heo, YH Han
Proceedings of the Korea Information Processing Society Conference, 928-931, 2017
12017
System and method to control a cross domain workflow based on a hierachical engine framework
TW You, YH Lee, CS Pyo, YG Hong, MS Kim, WS You, SI Cho, HJ Kang, ...
US Patent App. 17/349,651, 2021
2021
System and method to control a cross domain workflow based on a hierarchical engine framework
TW You, YH Lee, CS Pyo, YG Hong, MS Kim, WS You, SI Cho, HJ Kang, ...
US Patent 11,070,488, 2021
2021
Design of Rotary Inverted Pendulum System Using Reinforcement Learning
JB Kim, DH Kwon, YG Hong, MS Kim, YH Han
Proceedings of the Korea Information Processing Society Conference, 705-707, 2018
2018
Network Packet Classification Using Convolution Neural Network and Recurrent Neural Network
HK Lim, JB Kim, YH Han
Proceedings of the Korea Information Processing Society Conference, 16-18, 2018
2018
Design of A Remote Device Control System Using Reinforcement Learning in Software Defined Networks
HK Lim, JB Kim, MS Kim, YG Hong, YH Han
Proceedings of the Korea Information Processing Society Conference, 139-142, 2018
2018
Flow based Network Traffic Classification Using Recurrent Neural Network
HK Lim, JB Kim, JS Heo, DH Kwon, YH Han
Proceedings of the Korea Information Processing Society Conference, 835-838, 2017
2017
SDN based LTE/EPC Networks Model and Experiment for Mobility Management
HK Lim, JS Heo, JB Kim, YH Han
Proceedings of the Korea Information Processing Society Conference, 113-116, 2017
2017
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학술자료 1–19