연구실적

• [학술지논문] Alternating Offer-Based Payment Allocation for Privacy Non-Disclosure in Federated Learning IEEE SIGNAL PROCESSING LETTERS, 2025, v.32 no.0 , 1500-1504
  SCIE
• [학술지논문] Attack-Specific Feature Analysis Framework for NetFlow IoT Datasets COMPUTERS & SECURITY, 2025, v.0 no.0 , 0-0
  SCIE
• [학술지논문] Lightweight Machine Sound Anomaly Detector based on Parallel Discrete Wavelet Transform IEEE SENSORS JOURNAL, 2025, v.0 no.0 , 0-0
  SCIE
• [학술지논문] Reduced-RSS: Reduced Residual Search Space for Nash Bargaining Solutions IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, v.74 no.5 , 8215-8225
  SCIE
• [학술지논문] Robust hierarchical anomaly detection using feature impact in IoT networks ICT Express, 2025, v.11 no.2 , 358-363
  SCIE
• [학술지논문] SV-SAE: Layer-wise Pruning of Autoencoder based on Link Contributions IEEE ACCESS, 2025, v.13 no.0 , 75666-75678
  SCIE
• [학술지논문] Stochastic approximate inference of latent information in epidemic model: A data-driven approach SIGNAL PROCESSING, 2025, v.232 no.0 , 109919-109919
  SCI
• Stochastic approximate inference of latent information in epidemic model: A data-driven approach SIGNAL PROCESSING, 2025, v.232, 109919
  SCIE Scopus dColl.
• Acoustic Anomaly Detection Based on Band Energy of Discrete Wavelet Transform Journal of Korean Institute of Communications and Information Sciences, 2024, v.49 no.4, 612-619
  Scopus KCI dColl.
• Data Dissemination Framework Using Low-Rank Approximation in Edge Networks IEEE Access, 2024, v.12, 1266-1279
  SCIE Scopus dColl.
• Poster: Symmetrical Pruning for Lightweight Network Anomaly Detector MOBISYS 2024 - Proceedings of the 2024 22nd Annual International Conference on Mobile Systems, Applications and Services, 2024 , 634-635
  Scopus dColl.
• 이산 웨이블릿 변환 기반의 대역 에너지를 활용한 음향 신호의 이상 탐지 한국통신학회논문지, 2024, v.49 no.4, 612-619
  KCI dColl.
• V2G에서 비용 최소화를 위한 최적 에너지 저장 장치 결정 전략 한국통신학회논문지, 2023, v.48 no.5, 600-606
  KCI dColl.
• Curriculum Reinforcement Learning for Cohesive Team in Mobile Ad Hoc Networks IEEE Communications Letters, 2022 , 1-1
  SCIE Scopus dColl.
• ECS-NBS: Exact Computation of Sequential Nash Bargaining Solutions IEEE Transactions on Vehicular Technology, 2022, v.71 no.12, 13453-13457
  SCIE Scopus dColl.
• 다수의 이종 기기로부터 수집된 데이터의 실시간 관리 시스템 구현 한국통신학회논문지, 2022, v.47 no.5, 789-799
  KCI dColl.
• 입력 데이터 무작위도 특성이 기본 오토인코더와 적층 오토인코더의 학습 성능에 미치는 영향 한국통신학회논문지, 2022, v.47 no.1, 178-187
  KCI dColl.
• 랜덤 이동 모델을 따르는 무선 노드의 Q-learning 기반 애드혹 네트워크 구축 전략 한국통신학회논문지, 2021, v.46 no.11, 1834-1845
  KCI dColl.
• Intelligent IoT Connectivity: Deep Reinforcement Learning Approach IEEE SENSORS JOURNAL, 2020, v.20 no.5, 2782-2791
  SCIE Scopus dColl.
• V2I 네트워크 환경에서 Systematic Network Coding을 이용한 데이터 기반 고신뢰 전송 방법 한국통신학회논문지, 2020, v.45 no.2, 327-336
  KCI dColl.
• 동공 크기 변화 기반 효과적 학습 상태 분류를 위한 데이터 재구성 알고리즘 한국통신학회논문지, 2020, v.45 no.10, 1756-1766
  KCI dColl.
• Distributed topology design for network coding deployed networks Signal Processing, 2019, v.165, 380-392
  SCIE Scopus dColl.
• Network Coding Based Evolutionary Network Formation for Dynamic Wireless Networks IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, v.18 no.6, 1316-1329
  SCIE Scopus dColl.
• SDN/NFV 자동화를 위한 머신러닝기술 연구 동향 한국통신학회논문지, 2019, v.44 no.1, 92-105
  KCI dColl.
• Direction Vector-Based Algorithm for the Nash Bargaining Solution in Dynamic Networks IEEE COMMUNICATIONS LETTERS, 2018, v.22 no.7, 1342-1345
  SCIE Scopus dColl.
• Systematic network coding based reliable real-time multimedia streaming system 2018 IEEE International Conference on Consumer Electronics, ICCE 2018, 2018, v.2018-January, 1-2
  Scopus dColl.
• A pupil data based classification model for education learning states International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017, 2017, v.2017-December, 141-143
  Scopus dColl.
• An architecture of IPTV networks based on network coding International Conference on Ubiquitous and Future Networks, ICUFN, 2017 , 462-464
  Scopus dColl.
• Analysis on decoding error rate of systematic network coding 2017 IEEE International Conference on Consumer Electronics, ICCE 2017, 2017 , 258-259
  Scopus dColl.
• Design of low complexity human anxiety classification model based on machine learning Transactions of the Korean Institute of Electrical Engineers, 2017, v.66 no.9, 1402-1408
  Scopus KCI dColl.
• Distributed Network Formation Strategy for Network Coding Based Wireless Networks IEEE SIGNAL PROCESSING LETTERS, 2017, v.24 no.4, 432-436
  SCIE Scopus dColl.
• Implementation of network coding algorithm for single queue with single memory devices International Conference on Ubiquitous and Future Networks, ICUFN, 2017 , 627-629
  Scopus dColl.
• Network coding-based distributed network formation game for multi-source multicast networks IEEE International Conference on Communications, 2017
  Scopus dColl.
• Power allocation games for cooperative coordinated multipoint transmission scheme 19th Asia-Pacific Network Operations and Management Symposium: Managing a World of Things, APNOMS 2017, 2017 , 395-398
  Scopus dColl.
• Approximate decoding for network coded inter-dependent data SIGNAL PROCESSING, 2016, v.120, 222-235
  SCIE Scopus dColl.
• Coalition based low-complexity algorithm for Nash bargaining solution International Conference on Ubiquitous and Future Networks, ICUFN, 2016, v.2016-August, 498-500
  Scopus dColl.
• ECG Authentication System Design Based on Signal Analysis in Mobile and Wearable Devices IEEE Signal Processing Letters, 2016, v.23 no.6, 805-808
  SCIE Scopus dColl.
• Efficient resource allocation strategies based on nash bargaining solution with linearized constraints Transactions of the Korean Institute of Electrical Engineers, 2016, v.65 no.3, 463-468
  Scopus KCI dColl.
• Low complexity algorithms for network coding based on singular value decomposition International Conference on Ubiquitous and Future Networks, ICUFN, 2016, v.2016-August, 641-643
  Scopus dColl.
• The cluster formation strategies for approximate decoding in IoT networks International Conference on Information Networking, 2016, v.2016-March, 366-368
  Scopus dColl.
• The impact of network coding cluster size on approximate decoding performance KSII Transactions on Internet and Information Systems, 2016, v.10 no.3, 1144-1158
  SCIE Scopus KCI dColl.
• 모바일 센서 네트워크에서 압축 센싱을 이용한 저전력데이터 전송 시스템 한국통신학회논문지, 2016, v.41 no.11, 1589
  KCI dColl.
• A user customized service provider framework based on machine learning International Conference on Ubiquitous and Future Networks, ICUFN, 2015, v.2015-August, 23-25
  Scopus dColl.
• Energy-efficient data transmission strategy for network coded bidirectional de Bruijn networks International Conference on Ubiquitous and Future Networks, ICUFN, 2015, v.2015-August, 37-39
  Scopus dColl.
• User satisfaction fairness based optimal charging algorithm for multiple devices 17th Asia-Pacific Network Operations and Management Symposium: Managing a Very Connected World, APNOMS 2015, 2015, 19-21 AUG 2015, 503-506
  Scopus dColl.
• Approximate recovery of network coded real-time information International Conference on Information Networking, 2014, 17 April 2014, 545-549
  Scopus dColl.
• Compressed network coding: Overcome all-or-nothing problem in finite fields IEEE Wireless Communications and Networking Conference, WCNC, 2014, 20 November 2014, 2851-2856
  Scopus dColl.
• Implementation of approximate decoding algorithm over TCP/IP International Conference on Ubiquitous and Future Networks, ICUFN, 2014, 6th International Conference on Ubiquitous and Future Networks, ICUFN 2014, 477-478
  Scopus dColl.
• Nash 협상 해법 기반 전력 최소화를 위한 다중 청소로봇간 영역분배 알고리즘 한국통신학회논문지C, 2014, 제39권 4호, 400-406
  KCI dColl.
• Scheduling-based real time energy flow control strategy for building energy management system ENERGY AND BUILDINGS, 2014, v.75, 239-248
  SCIE Scopus dColl.
• Vertical Handover Strategy for Multi-Layered Real-Time Video Traffics IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2014, v.E97D no.10, 2802-2805
  Scopus dColl.
• [학술지논문] 액터 모델 기반 5G 네트워크 데이터 분석 기능 시뮬레이터 구현 한국통신학회논문지, 2025, v.50 no.2 , 366-377
  Scopus
• [학술지논문] Data Dissemination Framework Using Low-Rank Approximation in Edge Networks IEEE ACCESS, 2024, v.12 no.0 , 1266-1279
  SCIE
• [학술지논문] Game-Theoretic Lightweight Autoencoder Design for Intrusion Detection 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024, v.0 no.0 , 0-0
  SCIE
• [학술지논문] Lightweight Acoustic Anomaly Detection Algorithm for Wireless Sensor Networks 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024, v.0 no.0 , 0-0
  SCIE
• [학술지논문] Parameter-Transferred Irreducible LSTM for Traffic Data Imputation IEEE SENSORS JOURNAL, 2024, v.24 no.14 , 22178-22188
  SCIE
• [학술지논문] V2G에서 비용 최소화를 위한 최적 에너지 저장 장치 결정 전략 한국통신학회논문지, 2023, v.48 no.5 , 600-606
  KCI
• [학술지논문] Curriculum Reinforcement Learning for Cohesive Team in Mobile Ad Hoc Networks IEEE COMMUNICATIONS LETTERS, 2022, v.26 no.8 , 1809-1813
  SCI
• [학술지논문] ECS-NBS: Exact Computation of Sequential Nash Bargaining Solutions IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, v.71 no.12 , 13453-13457
  SCI
• [학술지논문] 다수의 이종 기기로부터 수집된 데이터의 실시간 관리 시스템 구현 한국통신학회논문지, 2022, v.47 no.5 , 789-799
  KCI
• [학술지논문] 입력 데이터 무작위도 특성이 기본 오토인코더와 적층 오토인코더의 학습 성능에 미치는 영향 한국통신학회논문지, 2022, v.47 no.1 , 178-187
  KCI
• [학술지논문] Bidirectional Imputation of Spatio-Temporal Data based on LSTM with Parameter Transfer IEEE Wireless Communications and Networking Conference (IEEE WCNC 2021), 2021, v.0 no.0 , 0-0
  SCIE
• [학술지논문] 랜덤 이동 모델을 따르는 무선 노드의 Q-learning 기반 애드혹 네트워크 구축 전략 한국통신학회논문지, 2021, v.46 no.11 , 1834-1845
  KCI
• [학술지논문] Intelligent IoT Connectivity: Deep Reinforcement Learning Approach IEEE SENSORS JOURNAL, 2020, v.20 no.5 , 2782-2791
  SCIE
• [학술지논문] Non-iterative Coordinated Beamforming for Multicell MIMO Heterogeneous Networks WIRELESS PERSONAL COMMUNICATIONS, 2020, v.112 no.2 , 763-775
  SCIE
• [학술지논문] V2I 네트워크 환경에서 Systematic Network Coding을 이용한 데이터 기반 고신뢰 전송 방법 한국통신학회논문지, 2020, v.45 no.2 , 327-336
• [학술발표] Symmetrical Pruning for Lightweight Network Anomaly Detector MOBISYS '24: 22nd Annual International Conference on Mobile Systems, Applications and Services, 일본, 도쿄, 2024-06-04 MOBISYS '24: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Service, 2024, 634-635
• [학술발표] Low-complexity Anomaly Detection Method based on Feature Importance using Shapley Value 14th International Conference on Ubiquitous and Future Networks, ICUFN 2023, 프랑스, 파리, 2023-07-06 Proceedings on 14th International Conference on Ubiquitous and Future Networks, 2023, 885-888
• [학술발표] Service-Based Optimal Group Resource Allocation Strategy 14th International Conference on Ubiquitous and Future Networks, ICUFN 2023, 프랑스, 파리, 2023-07-06 Proceedings on 14th International Conference on Ubiquitous and Future Networks, 2023, 576-579
• [학술발표] Efficient Low-rank Federated Learning based on Singular Value Decomposition 23rd Int. Sym on Theory, Algorithmic Foundations, and Protocol Design for Mobile Netw. (Mobihoc), 대한민국, 2022-10-17 Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2022
• [학술발표] Feature expansion of single dimensional time series data for machine learning classification International Conference on Ubiquitous and Future Networks, 대한민국, 2021-08-18 Proc. International Conference on Ubiquitous and Future Networks, 2021
• [학술발표] Efficient and Reliable Data Dissemination over Handover Dynamics in V2I Networks IEEE International Conference on Consumer Electronics (ICCE), 미국, Las Vegas, 2020-01-04 Proceeding in IEEE International Conference on Consumer Electronics (ICCE), 2020
• [지적재산권] V2I 네트워크에서 데이터 송신 방법 및 장치 국외 : 특허, 등록, 11,363,432, 2022

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