Hyukyoon Kwon
Orcid: 0000-0002-1125-6533
  According to our database1,
  Hyukyoon Kwon
  authored at least 53 papers
  between 2012 and 2025.
  
  
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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    on orcid.org
On csauthors.net:
Bibliography
  2025
Orchestration of Edge Controller and Cloud Metric Engine for Managing OPC UA-Based Microgrids.
    
  
    IEEE Trans. Ind. Informatics, September, 2025
    
  
Multi-Level Graph Representation Learning Through Predictive Community-based Partitioning.
    
  
    Proc. ACM Manag. Data, February, 2025
    
  
OPC UA-based three-layer architecture for aggregated microgrids integrating edge cloud computing and IEC 62264.
    
  
    J. Ind. Inf. Integr., 2025
    
  
Affective audio feature-based multimodal learning model for extracting video highlights.
    
  
    Appl. Soft Comput., 2025
    
  
    Proceedings of the 41st IEEE International Conference on Data Engineering, 2025
    
  
TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection.
    
  
    Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
    
  
  2024
SaaN 2L-GRL: Two-Level Graph Representation Learning Empowered With Subgraph-as-a-Node.
    
  
    IEEE Trans. Knowl. Data Eng., December, 2024
    
  
Analyzing user reactions using relevance between location information of tweets and news articles.
    
  
    EPJ Data Sci., December, 2024
    
  
    IEEE Trans. Ind. Informatics, November, 2024
    
  
Self-Training of Cyber-Threat Classification Model With Threat-Payload Centric Augmentation.
    
  
    IEEE Trans. Ind. Informatics, October, 2024
    
  
    Virtual Real., March, 2024
    
  
DeepScraper: A complete and efficient tweet scraping method using authenticated multiprocessing.
    
  
    Data Knowl. Eng., January, 2024
    
  
    SoftwareX, 2024
    
  
Enhancing performance of transformer-based models in natural language understanding through word importance embedding.
    
  
    Knowl. Based Syst., 2024
    
  
    Frontiers Artif. Intell., 2024
    
  
    Frontiers Big Data, 2024
    
  
Correlation-driven multi-level learning for anomaly detection on multiple energy sources.
    
  
    Appl. Soft Comput., 2024
    
  
    Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
    
  
    Proceedings of the IEEE International Conference on Big Data, 2024
    
  
    Proceedings of the IEEE International Conference on Big Data, 2024
    
  
  2023
Historical credibility for movie reviews and its application to weakly supervised classification.
    
  
    Inf. Sci., June, 2023
    
  
    Educ. Inf. Technol., January, 2023
    
  
Question-Answering Pair Matching Based on Question Classification and Ensemble Sentence Embedding.
    
  
    Comput. Syst. Sci. Eng., 2023
    
  
Correlation-Driven Multi-Level Multimodal Learning for Anomaly Detection on Multiple Energy Sources.
    
  
    CoRR, 2023
    
  
    Proceedings of the IEEE International Conference on Data Mining, 2023
    
  
    Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023
    
  
  2022
A comparative experimental study of distributed storage engines for big spatial data processing using GeoSpark.
    
  
    J. Supercomput., 2022
    
  
A parallel and accurate method for large-scale image segmentation on a cloud environment.
    
  
    J. Supercomput., 2022
    
  
Effective Model Update for Adaptive Classification of Text Streams in a Distributed Learning Environment.
    
  
    Sensors, 2022
    
  
Cyberattack detection model using community detection and text analysis on social media.
    
  
    ICT Express, 2022
    
  
Threat classification model for security information event management focusing on model efficiency.
    
  
    Comput. Secur., 2022
    
  
Multimodal learning model based on video-audio-chat feature fusion for detecting e-sports highlights.
    
  
    Appl. Soft Comput., 2022
    
  
    Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022
    
  
    Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022
    
  
  2021
Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model.
    
  
    Sensors, 2021
    
  
    Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021
    
  
    Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021
    
  
  2020
Redundancy Analysis and Elimination on Access Patterns of the Windows Applications Based on I/O Log Data.
    
  
    IEEE Access, 2020
    
  
    Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020
    
  
  2019
Correction to: Two-dimensional indexing to provide one-integrated-memory view of distributed memory for a massively-parallel search engine.
    
  
    World Wide Web, 2019
    
  
Two-dimensional indexing to provide one-integrated-memory view of distributed memory for a massively-parallel search engine.
    
  
    World Wide Web, 2019
    
  
  2017
    Data Knowl. Eng., 2017
    
  
  2016
    World Wide Web, 2016
    
  
PARADISE: Big data analytics using the DBMS tightly integrated with the distributed file system.
    
  
    World Wide Web, 2016
    
  
  2015
    World Wide Web, 2015
    
  
A Full-Coverage Two-Level URL Duplication Checking Method for a High-Speed Parallel Web Crawler.
    
  
    J. Inf. Sci. Eng., 2015
    
  
  2014
SRT-Rank: Ranking Keyword Query Results in Relational Databases Using the Strongly Related Tree.
    
  
    IEICE Trans. Inf. Syst., 2014
    
  
Odysseus/DFS: Integration of DBMS and Distributed File System for Transaction Processing of Big Data.
    
  
    CoRR, 2014
    
  
  2013
RASIM: a rank-aware separate index method for answering top-k spatial keyword queries.
    
  
    World Wide Web, 2013
    
  
ODYS: an approach to building a massively-parallel search engine using a DB-IR tightly-integrated parallel DBMS for higher-level functionality.
    
  
    Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
    
  
  2012
ODYS: A Massively-Parallel Search Engine Using a DB-IR Tightly-Integrated Parallel DBMS
    
  
    CoRR, 2012