Yangwoo Kim

Orcid: 0000-0002-4038-3267

According to our database1, Yangwoo Kim authored at least 21 papers between 2004 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Correlation between Deep Neural Network Hidden Layer and Intrusion Detection Performance in IoT Intrusion Detection System.
Symmetry, 2022

An Efficient Hyperparameter Control Method for a Network Intrusion Detection System Based on Proximal Policy Optimization.
Symmetry, 2022

2021
Toward an Adaptive Threshold on Cooperative Bandwidth Management Based on Hierarchical Reinforcement Learning.
Sensors, 2021

2020
Fog Fragment Cooperation on Bandwidth Management Based on Reinforcement Learning.
Sensors, 2020

Toward Developing Fog Decision Making on the Transmission Rate of Various IoT Devices Based on Reinforcement Learning.
IEEE Internet Things Mag., 2020

2019
A Scalable and Hybrid Intrusion Detection System Based on the Convolutional-LSTM Network.
Symmetry, 2019

KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research.
Computer, 2019

CANet: A Channel Attention Network to Determine Informative Multi-channel for Image Classification from Brain Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
A Two-Stage Big Data Analytics Framework with Real World Applications Using Spark Machine Learning and Long Short-Term Memory Network.
Symmetry, 2018

Developing an Intrusion Detection Framework for High-Speed Big Data Networks: A Comprehensive Approach.
KSII Trans. Internet Inf. Syst., 2018

2017
Investigating Apache Hama: a bulk synchronous parallel computing framework.
J. Supercomput., 2017

Toward Bulk Synchronous Parallel-Based Machine Learning Techniques for Anomaly Detection in High-Speed Big Data Networks.
Symmetry, 2017

Decreasing Delay Variation In Multimedia Applications In Single-Hop Wireless.
Proceedings of the 2nd International Conference on Multimedia Systems and Signal Processing, 2017

Intrusion Detection in High-Speed Big Data Networks: A Comprehensive Approach.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2017

2016
Apache Hama: An Emerging Bulk Synchronous Parallel Computing Framework for Big Data Applications.
IEEE Access, 2016

2013
A Peer-to-Peer Based Job Distribution Model Using Dynamic Network Structure Transformation.
Proceedings of the Mobile, Ubiquitous, and Intelligent Computing, 2013

2011
A Pattern-Based Prediction Model for Dynamic Resource Provisioning in Cloud Environment.
KSII Trans. Internet Inf. Syst., 2011

A Data Processing Framework for Cloud Environment Based on Hadoop and Grid Middleware.
Proceedings of the Grid and Distributed Computing, 2011

2010
Predictable Cloud Provisioning Using Analysis of User Resource Usage Patterns in Virtualized Environment.
Proceedings of the Grid and Distributed Computing, Control and Automation, 2010

2009
A Trust Evaluation Model for Cloud Computing.
Proceedings of the Grid and Distributed Computing, 2009

2004
A Grid-Enabled Adaptive Problem Solving Environment.
Proceedings of the Grid Computing, 2004


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