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2020 – today
- 2022
[j13]Hyojoon Han, Hyukho Kim, Yangwoo Kim
:
An Efficient Hyperparameter Control Method for a Network Intrusion Detection System Based on Proximal Policy Optimization. Symmetry 14(1): 161 (2022)- [j12]Hyojoon Han, Hyukho Kim, Yangwoo Kim:
Correlation between Deep Neural Network Hidden Layer and Intrusion Detection Performance in IoT Intrusion Detection System. Symmetry 14(10): 2077 (2022) - 2021
- [j11]Motahareh Mobasheri, Yangwoo Kim, Woongsup Kim:
Toward an Adaptive Threshold on Cooperative Bandwidth Management Based on Hierarchical Reinforcement Learning. Sensors 21(21): 7053 (2021) - 2020
- [j10]Motahareh Mobasheri, Yangwoo Kim, Woongsup Kim:
Toward Developing Fog Decision Making on the Transmission Rate of Various IoT Devices Based on Reinforcement Learning. IEEE Internet Things Mag. 3(1): 38-42 (2020) - [j9]Motahareh Mobasheri, Yangwoo Kim, Woongsup Kim:
Fog Fragment Cooperation on Bandwidth Management Based on Reinforcement Learning. Sensors 20(23): 6942 (2020)
2010 – 2019
- 2019
- [j8]Kamran Siddique, Zahid Akhtar, Farrukh Aslam Khan, Yangwoo Kim:
KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research. Computer 52(2): 41-51 (2019) - [j7]Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim:
A Scalable and Hybrid Intrusion Detection System Based on the Convolutional-LSTM Network. Symmetry 11(4): 583 (2019) - [c8]Yangwoo Kim, Sehyeon Jang, Kyungho Won, Sung Chan Jun:
CANet: A Channel Attention Network to Determine Informative Multi-channel for Image Classification from Brain Signals. EMBC 2019: 680-683 - 2018
- [j6]Kamran Siddique, Zahid Akhtar, Muhammad Ashfaq Khan, Yong-Hwan Jung, Yangwoo Kim:
Developing an Intrusion Detection Framework for High-Speed Big Data Networks: A Comprehensive Approach. KSII Trans. Internet Inf. Syst. 12(8): 4021-4037 (2018) - [j5]Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim:
A Two-Stage Big Data Analytics Framework with Real World Applications Using Spark Machine Learning and Long Short-Term Memory Network. Symmetry 10(10): 485 (2018) - 2017
- [j4]Kamran Siddique, Zahid Akhtar, Haeng-Gon Lee, Woongsup Kim, Yangwoo Kim:
Toward Bulk Synchronous Parallel-Based Machine Learning Techniques for Anomaly Detection in High-Speed Big Data Networks. Symmetry 9(9): 197 (2017) - [j3]Kamran Siddique, Zahid Akhtar, Yangwoo Kim, Young-Sik Jeong, Edward J. Yoon:
Investigating Apache Hama: a bulk synchronous parallel computing framework. J. Supercomput. 73(9): 4190-4205 (2017) - [c7]Kamran Siddique, Zahid Akhtar, Yangwoo Kim:
Intrusion Detection in High-Speed Big Data Networks: A Comprehensive Approach. CSA/CUTE 2017: 1364-1370 - [c6]Motahareh Mobasheri, Yangwoo Kim, Haeng-Gon Lee, Mehdi Dehghan TakhtFooladi:
Decreasing Delay Variation In Multimedia Applications In Single-Hop Wireless. ICMSSP 2017: 46-49 - 2016
- [j2]Kamran Siddique, Zahid Akhtar, Edward J. Yoon, Young-Sik Jeong, Dipankar Dasgupta, Yangwoo Kim:
Apache Hama: An Emerging Bulk Synchronous Parallel Computing Framework for Big Data Applications. IEEE Access 4: 8879-8887 (2016) - 2013
- [c5]Seungha Lee, Yangwoo Kim, Woongsup Kim:
A Peer-to-Peer Based Job Distribution Model Using Dynamic Network Structure Transformation. MUSIC 2013: 377-383 - 2011
- [j1]Hyukho Kim, Woongsup Kim, Yangwoo Kim:
A Pattern-Based Prediction Model for Dynamic Resource Provisioning in Cloud Environment. KSII Trans. Internet Inf. Syst. 5(10): 1712-1732 (2011) - [c4]Hyukho Kim, Woongsup Kim, Kyoungmook Lee, Yangwoo Kim:
A Data Processing Framework for Cloud Environment Based on Hadoop and Grid Middleware. FGIT-GDC 2011: 515-524 - 2010
- [c3]Hyukho Kim, Woongsup Kim, Yangwoo Kim:
Predictable Cloud Provisioning Using Analysis of User Resource Usage Patterns in Virtualized Environment. FGIT-GDC/CA 2010: 84-94
2000 – 2009
- 2009
- [c2]Hyukho Kim, Hana Lee, Woongsup Kim, Yangwoo Kim:
A Trust Evaluation Model for Cloud Computing. FGIT-GDC 2009: 184-192 - 2004
- [c1]Yoonhee Kim, Ilkyeun Ra, Salim Hariri, Yangwoo Kim:
A Grid-Enabled Adaptive Problem Solving Environment. European Across Grids Conference 2004: 119-128
Coauthor Index
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