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Researcher Page

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Choi, Jun Kyun (최준균)
교수, (전기및전자공학부)

http://medianet.kaist.ac.kr

Research Area
IPTV, network protocol and performance analysis, smart grid
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Active anomaly detection based on deep one-class classification

    Kim, Minkyung; Kim, Junsik; Yu, Jongmin; et al, PATTERN RECOGNITION LETTERS, v.167, pp.18 - 24, 2023-03

    2
    MultiCNN-FilterLSTM: Resource-efficient sensor-based human activity recognition in IoT applications

    Park, Hyunseo; Kim, Nakyoung; Lee, Gyeong Ho; et al, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v.139, pp.196 - 209, 2023-02

    3
    A Novel Deep-Learning-Based Robust Data Transmission Period Control Framework in IoT Edge Computing System

    Han, Jaeseob; Lee, Gyeong Ho; Lee, Joohyung; et al, IEEE INTERNET OF THINGS JOURNAL, v.9, no.23, pp.23486 - 23505, 2022-12

    4
    Differential Pricing-Based Task Offloading for Delay-Sensitive IoT Applications in Mobile Edge Computing System

    Seo, Hyeonseok; Oh, Hyeontaek; Choi, Jun Kyunresearcher; et al, IEEE INTERNET OF THINGS JOURNAL, v.9, no.19, pp.19116 - 19131, 2022-10

    5
    Machine learning based photovoltaic energy prediction scheme by augmentation of on-site IoT data

    Park, Jaeeun; Kim, Jangkyum; Lee, Sanghyun; et al, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v.134, pp.1 - 12, 2022-09

    6
    Joint Subcarrier and Transmission Power Allocation in OFDMA-Based WPT System for Mobile-Edge Computing in IoT Environment

    Han, Jaeseob; Lee, Gyeong Ho; Park, Sangdon; et al, IEEE INTERNET OF THINGS JOURNAL, v.9, no.16, pp.15039 - 15052, 2022-08

    7
    Short-Term Electrical Load Forecasting With Multidimensional Feature Extraction

    Kim, Nakyoung; Park, Hyunseo; Lee, Joohyung; et al, IEEE TRANSACTIONS ON SMART GRID, v.13, no.4, pp.2999 - 3013, 2022-07

    8
    Learning based cost optimal energy management model for campus microgrid systems

    Kim, Jangkyum; Oh, Hyeontaek; Choi, Jun Kyunresearcher, APPLIED ENERGY, v.311, 2022-04

    9
    A novel dynamic framework to detect DDoS in SDN using metaheuristic clustering

    Shakil, Muhammad; Mohammed, Alaelddin Fuad Yousif; Arul, Rajakumar; et al, TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, v.33, no.3, 2022-03

    10
    Power Scheduling Scheme for a Charging Facility Considering the Satisfaction of Electric Vehicle Users

    Kim, Jangkyum; Lee, Joohyung; Park, Sangdon; et al, IEEE ACCESS, v.10, pp.25153 - 25164, 2022-02

    11
    A Multivariate-Time-Series-Prediction-Based Adaptive Data Transmission Period Control Algorithm for IoT Networks

    Han, Jaeseob; Lee, Gyeong Ho; Park, Sangdon; et al, IEEE INTERNET OF THINGS JOURNAL, v.9, no.1, pp.419 - 436, 2022-01

    12
    A Novel Energy-Conscious Access Point (eAP) System With Cross-Layer Design in Wi-Fi Networks for Reliable IoT Services

    Lee, Seungjin; Choi, Hyungwoo; Kim, Taehwa; et al, IEEE ACCESS, v.10, pp.61228 - 61248, 2022

    13
    MPdist-based missing data imputation for supporting big data analyses in IoT-based applications

    Lee, Gyeong Ho; Han, Jaeseob; Choi, Jun Kyunresearcher, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v.125, pp.421 - 432, 2021-12

    14
    A Novel Deep Learning-Based IoT Device Transmission Interval Management Scheme for Enhanced Scalability in LoRa Networks

    Lee, Sanghyun; Lee, Joohyung; Hwang, Jungyeon; et al, IEEE WIRELESS COMMUNICATIONS LETTERS, v.10, no.11, pp.2538 - 2542, 2021-11

    15
    Energy Trading among Power Grid and Renewable Energy Sources: A Dynamic Pricing and Demand Scheme for Profit Maximization

    Yoo, Yoon-Sik; Jeon, Seung Hyun; Newaz, S. H. Shah; et al, SENSORS, v.21, no.17, 2021-09

    16
    A Novel Joint Mobile Cache and Power Management Scheme for Energy-Efficient Mobile Augmented Reality Service in Mobile Edge Computing

    Seo, Yong-Jun; Lee, Joohyung; Hwang, Jungyeon; et al, IEEE WIRELESS COMMUNICATIONS LETTERS, v.10, no.5, pp.1061 - 1065, 2021-05

    17
    Incentive-Based Coded Distributed Computing Management for Latency Reduction in IoT Services-A Game Theoretic Approach

    Kim, Nakyoung; Kim, Daejin; Lee, Joohyung; et al, IEEE INTERNET OF THINGS JOURNAL, v.8, no.10, pp.8259 - 8278, 2021-05

    18
    A Novel Fair and Scalable Relay Control Scheme for Internet of Things in LoRa-Based Low-Power Wide-Area Networks

    Lee, Sanghyun; Lee, Joohyung; Park, Hong-Shikresearcher; et al, IEEE INTERNET OF THINGS JOURNAL, v.8, no.7, pp.5985 - 6001, 2021-04

    19
    Deposit Decision Model for Data Brokers in Distributed Personal Data Markets Using Blockchain

    Oh, Hyeontaek; Park, Sangdon; Choi, Jun Kyunresearcher; et al, IEEE ACCESS, v.9, pp.114715 - 114726, 2021

    20
    레이더 기반 비접촉식 생체정보 모니터링 플랫폼 실증을 통한 고령층 1인가구 활동 데이터 분석 및 고찰

    오현택; 유종민; 정창진; et al, 한국통신학회논문지, v.46, no.6, pp.1056 - 1064, 2021
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