Kyungbaek Kim

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 45

Top Topics

Convolutional Network

Reinforcement Learning

Regular Path Queries

Top Venues

IEICE Trans. Inf. Syst.

Publications

David J. Richter, Ricardo A. Calix, Kyungbaek Kim
A Review of Reinforcement Learning for Fixed-Wing Aircraft Control Tasks. IEEE Access 12 (2024)
Longfei Li, Kyungbaek Kim
GTT-NTP: A Graph Convolutional Networks-Based Network Traffic Prediction model. NOMS (2024)
Haoyu Chen, Kyungbaek Kim
Multi-Convolutional Channel Residual Spatial Attention U-Net for Industrial and Medical Image Segmentation. IEEE Access 12 (2024)
Shivani Sanjay Kolekar, David J. Richter, Md Ilias Bappi, Kyungbaek Kim
Advancing AI Voice Synthesis: Integrating Emotional Expression in Multi-Speaker Voice Generation. ICAIIC (2024)
Longfei Li, Haoyu Chen, Sungwoong Yeom, Shivani Sanjay Kolekar, Kyungbaek Kim
Network State Prediction with Attention-Based Graph Convolutional Network. APNOMS (2023)
Hyeonjun Jo, Sungwoong Yeom, Haoyu Chen, Kyungbaek Kim
Data Pipeline Design for Dangerous Driving Behavior Detection System. ICAIIC (2023)
Jen-Jee Chen, Ryo Yamamoto, Kyungbaek Kim, Jiun-Long Huang, Kazuhiko Kinoshita, Woojin Seok, Li-Hsing Yen
Networking Data and Intelligent Management in the Post-COVID19 Era: A Report on APNOMS 2021. J. Netw. Syst. Manag. 31 (2) (2023)
Shivani Sanjay Kolekar, Kyungbaek Kim
Optimizing Cluster Head Placement in Federated Clustering: A Genetic Algorithm Approach. APNOMS (2023)
Shivani Sanjay Kolekar, Haoyu Chen, Kyungbaek Kim
Design of Precision Medicine Web-service Platform Towards Health Care Digital Twin. ICUFN (2023)
Hyeonjun Jo, Kyungbaek Kim
Security Service-aware Reinforcement Learning for Efficient Network Service Provisioning. APNOMS (2022)
Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
LSTM-Based Collaborative Source-Side DDoS Attack Detection. IEEE Access 10 (2022)
Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
Big Data Knowledge Acquisition Platform for Smart Farming. SoICT (2022)
Thi-Thu-Trang Do, Quang-Thinh Dam, Tai-Huy Ha, Quyet-Thang Huynh, Kyungbaek Kim, Van-Quyet Nguyen
A Big Data Platform for Real-Time Video~Surveillance. RICE (2022)
Van-Quyet Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
Estimating searching cost of regular path queries on large graphs by exploiting unit-subqueries. J. Heuristics 28 (2) (2022)
Sungwoong Yeom, Shivani Sanjay Kolekar, Kyungbaek Kim
Effective Edge Server Placement for Efficient Federated Clustering. APNOMS (2022)
Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
Source-side DoS attack detection with LSTM and seasonality embedding. SAC (2021)
Giang-Truong Nguyen, Van-Quyet Nguyen, Van-Hau Nguyen, Kyungbaek Kim
Effective Anomaly Detection in Smart Home by Analyzing Sensor Correlations. IEICE Trans. Inf. Syst. (2) (2021)
Hong-Nam Quach, Sungwoong Yoem, Kyungbaek Kim
Dynamic Network Provisioning with Reinforcement Learning based on Link Stability. APNOMS (2021)
Sungwoong Yeom, Chulwoong Choi, Shivani Sanjay Kolekar, Kyungbaek Kim
Graph Convolutional Network based Link State Prediction. APNOMS (2021)
Truong-Dong Do, Kyungbaek Kim, Hyuk Ro Park, Hyung-Jeong Yang
Image and Encoded Text Fusion for Deep Multi-Modal Clustering. SMA (2020)
Sungwoong Yeom, Kyungbaek Kim
Improving Performance of Collaborative Source-Side DDoS Attack Detection. APNOMS (2020)
Chulwoong Choi, Sungwoong Yeom, Hieyong Jeong, Kyungbaek Kim
CNN based Lung Indexing Method for DICOM CT Image. SMA (2020)
Van-Quyet Nguyen, Van-Hau Nguyen, Huy-The Vu, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
Accelerating Parallel Evaluation of Regular Path Queries on Large Graphs by Estimating Joining Cost of Subqueries. SMA (2020)
Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
AutoEncoder Based Feature Extraction for Multi-Malicious Traffic Classification. SMA (2020)
Hong-Nam Quach, Sungwoong Yeom, Kyungbaek Kim
Survey on Reinforcement Learning based Efficient Routing in SDN. SMA (2020)
Hong-Nam Quach, Chulwoong Choi, Kyungbaek Kim
Dynamic Network Provisioning with AI-enabled Path Planning. APNOMS (2020)
Van-Hau Nguyen, Van-Quyet Nguyen, Kyungbaek Kim, Pedro Barahona
Empirical Study on SAT-Encodings of the At-Most-One Constraint. SMA (2020)
Velmurugan Arresh Balaji, Chulwoong Choi, Kyungbaek Kim
Survey on High-Dimensional Medical Data Clustering. SMA (2020)
Xuan-Tung Nguyen, Phuong-Nam Cao, Van-Quyet Nguyen, Kyungbaek Kim, Huynh Quyet Thang
A Genetic Algorithm for Large Graph Partitioning Problem. SoICT (2019)
Duc Tiep Vu, Kyungbaek Kim
Gradual Switch Clustering Based Virtual Middlebox Placement for Improving Service Chain Performance. IEICE Trans. Inf. Syst. (9) (2019)
Van-Quyet Nguyen, Huu Duy Nguyen, Huynh Quyet Thang, Nalini Venkatasubramanian, Kyungbaek Kim
A Scalable Approach for Dynamic Evacuation Routing in Large Smart Buildings. SMARTCOMP (2019)
Giang-Truong Nguyen, Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Kyungbaek Kim
Traffic Seasonality aware Threshold Adjustment for Effective Source-side DoS Attack Detection. KSII Trans. Internet Inf. Syst. 13 (5) (2019)
Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Giang-Truong Nguyen, JeongNyeo Kim, Kyungbaek Kim
Source-Side Detection of DRDoS Attack Request with Traffic-Aware Adaptive Threshold. IEICE Trans. Inf. Syst. (6) (2018)
Giang-Truong Nguyen, Kyungbaek Kim
A Survey about Consensus Algorithms Used in Blockchain. J. Inf. Process. Syst. 14 (1) (2018)
Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Jintae Choi, Kyungbaek Kim
Design and implementation of intrusion detection system using convolutional neural network for DoS detection. ICMLSC (2018)
Van Quan Nguyen, Hyung-Jeong Yang, Kyungbaek Kim, A-Ran Oh
Real-Time Earthquake Detection Using Convolutional Neural Network and Social Data. BigMM (2017)
Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Deokjai Choi, Kyungbaek Kim
Location-aware dynamic network provisioning. APNOMS (2017)
Sinh-Ngoc Nguyen, Jintae Choi, Kyungbaek Kim
Suspicious traffic detection based on edge gateway sampling method. APNOMS (2017)
Yungee Lee, Wangkwang Lee, Giwon Shin, Kyungbaek Kim
Assessing the Impact of DoS Attacks on IoT Gateway. MUE/FutureTech (2017)
Van-Quyet Nguyen, Kyungbaek Kim
Efficient Regular Path Query Evaluation by Splitting with Unit-Subquery Cost Matrix. IEICE Trans. Inf. Syst. (10) (2017)
Van-Quyet Nguyen, Kyungbaek Kim
Estimating the Evaluation Cost of Regular Path Queries on Large Graphs. SoICT (2017)
Seung-Joon Seok, Muhammad Afaq, Kyungbaek Kim, Deokjai Choi, Youn-Hee Han, Woojin Seok, Wang-Cheol Song
multiFIA Multi-dimensional future Internet architecture. ICUFN (2017)
I. Gde Dharma Nugraha, Quyet Nguyen-Van, Duc Tiep Vu, Ngoc Nguyen-Sinh, J. D. Alvin Prayuda, Kyungbaek Kim, Deokjai Choi
Design of service abstraction model for enhancing network provision in future network. APNOMS (2016)
Kyle E. Benson, Qing Han, Kyungbaek Kim, Phu Nguyen, Nalini Venkatasubramanian
Resilient Overlays for IoT-Based Community Infrastructure Communications. IoTDI (2016)
Duc Tiep Vu, Kyungbaek Kim
Flow Clustering Based Efficient Consolidated Middlebox Positioning Approach for SDN/NFV-Enabled Network. IEICE Trans. Inf. Syst. (8) (2016)
Hiep T. Nguyen Tri, Kyungbaek Kim
Assessing the impact of resource attack in Software Defined Network. ICOIN (2015)
Rajashree S. Sokasane, Kyungbaek Kim
Predicting User Attitude by Using GPS Location Clustering. IEICE Trans. Inf. Syst. (8) (2015)
Ardiansyah Musa Efendi, Sungmin Hwang, Fiqri Muthohar, Gihyun Bang, Deokjai Choi, Kyungbaek Kim, Wang-Cheol Song, Seung-Joon Seok, Seunghae Kim
Aggregation management design for user-defined network infrastructure. APNOMS (2014)
Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan, Xiaowei Yang
Leveraging Social Feedback to Verify Online Identity Claims. ACM Trans. Web 8 (2) (2014)
Kyungbaek Kim
Two-Step Boosting for OSN Based Sybil-Resistant Trust Value of Non-Sybil Identities. IEICE Trans. Inf. Syst. (7) (2014)
Woo Hyun Ahn, Joon-Woo Choi, Jaewon Oh, Seung-Ho Lim, Kyungbaek Kim
Paging out Multiple Clusters to Improve Virtual Memory System Performance. IEICE Trans. Inf. Syst. (7) (2014)
Kyungbaek Kim, Sharad Mehrotra, Nalini Venkatasubramanian
Efficient and Reliable Application Layer Multicast for Flash Dissemination. IEEE Trans. Parallel Distributed Syst. 25 (10) (2014)
Mayur Deshpande, Kyungbaek Kim, Bijit Hore, Sharad Mehrotra, Nalini Venkatasubramanian
ReCREW: A Reliable Flash-Dissemination System. IEEE Trans. Computers 62 (7) (2013)
Ye Zhao, Kyungbaek Kim, Nalini Venkatasubramanian
DYNATOPS: a dynamic topic-based publish/subscribe architecture. DEBS (2013)
Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan, Xiaowei Yang
Assessing the veracity of identity assertions via OSNs. COMSNETS (2012)
Kyungbaek Kim, Ye Zhao, Nalini Venkatasubramanian
GSFord: Towards a Reliable Geo-social Notification System. SRDS (2012)
Kyungbaek Kim
Assessing the Impact of Node Churn to Random Walk-Based Overlay Construction. IEICE Trans. Inf. Syst. (9) (2011)
Jinsu Wang, Sharad Mehrotra, Kyungbaek Kim, Nalini Venkatasubramanian
Enhancing cellular infrastructures: a reflective approach. ARM@Middleware (2011)
Michael Sirivianos, Kyungbaek Kim, Xiaowei Yang
SocialFilter: Introducing social trust to collaborative spam mitigation. INFOCOM (2011)
Kyungbaek Kim
Relative MTTF-Based Incentive Scheme for Availability-Based Replication in P2P Systems. IEICE Trans. Inf. Syst. (12) (2010)
Michael Sirivianos, Kyungbaek Kim, Xiaowei Yang
SocialFilter: Introducing Social Trust to Collaborative Spam Mitigation. CollSec (2010)
Kyungbaek Kim, Nalini Venkatasubramanian
Assessing the Impact of Geographically Correlated Failures on Overlay-Based Data Dissemination. GLOBECOM (2010)
Kyungbaek Kim, Sharad Mehrotra, Nalini Venkatasubramanian
FaReCast: Fast, Reliable Application Layer Multicast for Flash Dissemination. Middleware (2010)
Kyungbaek Kim
Dynamic nodeID based heterogeneity aware p2p system. Comput. Commun. 32 (6) (2009)
Michael Sirivianos, Xiaowei Yang, Kyungbaek Kim
SocialFilter: Collaborative Spam Mitigation using Social Networks CoRR (2009)
Kyungbaek Kim
Time-Related Replication for P2P Storage System. ICN (2008)
Kyungbaek Kim
Lifetime-Aware Replication for Data Durability in P2P Storage Network. IEICE Trans. Commun. (12) (2008)
Kyungbaek Kim, Daeyeon Park
Efficient and Tailored Resource Management for the P2P Web Caching. IEICE Trans. Inf. Syst. (1) (2007)
Kyungbaek Kim, Daeyeon Park
Reducing Replication Overhead for Data Durability in DHT Based P2P System. IEICE Trans. Inf. Syst. (9) (2007)
HyunBin Lee, YongJoo Song, Kyungbaek Kim, Donggook Kim, Daeyeon Park
CriStore: dynamic storage system for heterogeneous devices in off-site ubiquitous communities. SAC (2007)
Kyungbaek Kim, Daeyeon Park
Reducing outgoing traffic of proxy cache by using client-cluster. J. Commun. Networks 8 (3) (2006)
Kyungbaek Kim, Daeyeon Park
Reducing Data Replication Overhead in DHT Based Peer-to-Peer System. HPCC (2006)
Kyungbaek Kim, Daeyeon Park
Heterogeneity Aware P2P Algorithm by Using Mobile nodeID. ICOIN (2006)
Kyungbaek Kim, Daeyeon Park
Efficient Resource Management for the P2P Web Caching. AICT/SAPIR/ELETE (2005)
Byoung-Jip Kim, Kyungbaek Kim, Daeyeon Park
The Content-Aware Caching for Cooperative Transcoding Proxies. ICOIN (2005)
Woo Jin Kim, Kyungbaek Kim, Jaesun Han, Keuntae Park, Daeyeon Park
Thread-Aware Garbage Collection for Server Applications. SAINT (2004)
Kyungbaek Kim, Daeyeon Park
Caching large files by using P2P based client-cluster for web proxy cache. Parallel and Distributed Computing and Networks (2004)
Kyungbaek Kim, Daeyeon Park
Subway: Peer-to-Peer Clustering Of Clients for Web Proxy. PDPTA (2003)
Kyungbaek Kim, Woo Jin Kim, Daeyeon Park
Efficient and Scalable Client-Clustering for Proxy Cache. HSNMC (2003)
Woo Hyun Ahn, Kyungbaek Kim, Yongjin Choi, Daeyeon Park
DFS: A De-Fragmented File System. MASCOTS (2002)
Kyungbaek Kim, Daeyeon Park
Least Popularity-per-Byte Replacement Algorithm for a Proxy Cache. ICPADS (2001)