Journals

International Journals
- 45. Dayoung Choi, Siyoun Park and Hyunggon Park, "Minimal-Feature Machine Learning for Scalable AI-RAN under Communication Constraints," Computer Networks, accepted for publication. [AI음성개요][AI Audio Overview]
- 44. Chaeyeon Cha, Suyeon Jin and Hyunggon Park, "HARP-LAWN: Hierarchical Adaptive Reasoning and Planning for Low-Altitude Wireless Networks," IEEE Journal of Selected Topics in Signal Processing, accepted for publication. [PDF][Appendix][AI음성개요][AI Audio Overview]
- 43. Eunhye Choi and Hyunggon Park, "Lightweight Cooperative Anomaly Detection Framework for Multisensor Edge Systems," IEEE Sensors Journal, accepted for publication. [PDF][AI음성개요][AI Audio Overview]
- 42. Joohong Rheey and Hyunggon Park, "Post-hoc Wasserstein Certificates for Autoencoder Reconstructions," IEEE Signal Processing Letters, vol. 33, pp. 2505-2509, Jun. 2026. [PDF][Appendix][AI음성개요][AI Audio Overview]
- 41. Younhee Kang, Hyunggon Park, Inkyung Park, Dayoung Choi, and Suemin Kim, "Shift-specific patterns of nursing workloads in the emergency department: AI powered analysis," Journal of Advanced Nursing, vol. 82, no. 9, pp. 8682-8690, May 2026. [PDF][AI음성개요][AI Audio Overview]
- 40. Jungmin Kwon and Hyunggon Park, "Efficient and Resilient Packet Recovery for Federated Learning via Approximation," IEEE Transactions on Mobile Computing, vol. 25, no. 5, pp.6413-6428, May 2026. [PDF][Appendix][AI음성개요][AI Audio Overview]
- 39. Dayoung Choi, Joohong Rheey and Hyunggon Park, "Attack-Specific Feature Analysis Framework for NetFlow IoT Datasets," Computers & Security, vol. 157, pp. 104536, Oct. 2025. [PDF][AI음성개요][AI Audio Overview]
- 38. Hyunggon Park and Younhee Kang, "System Development for Measuring Nursing Workload based on the Real-Time Location Information," Journal of Nursing Management, vol. 2025, no. 2188150, Sep. 2025. [PDF][AI음성개요][AI Audio Overview]
  - 37. Jungmin Kwon, Sujin Ahn, Hyunggon Park and Minhae Kwon, "Stochastic Approximate Inference of Latent Information in Epidemic Model: A Data-Driven Approach," Signal Processing, vol. 232, pp. 109919, Jul. 2025. [PDF][AI음성개요][AI Audio Overview]
  - 36. Chaeyeon Cha and Hyunggon Park, "Reduced-RSS: Reduced Residual Search Space for Nash Bargaining Solutions," IEEE Transactions on Vehicular Technology, vol. 74, no. 5, pp. 8215-8225, May 2025. [PDF][AI음성개요][AI Audio Overview]
  - 35. Eunhye Choi and Hyunggon Park, "Lightweight Machine Sound Anomaly Detector based on Parallel Discrete Wavelet Transform," IEEE Sensors Journal, vol. 25, no. 10, pp. 18529-18542, May 2025. [PDF][AI음성개요]
  - 34. Joohong Rheey and Hyunggon Park, "SV-SAE: Layer-wise Pruning of Autoencoder based on Link Contributions," IEEE Access, vol. 13, pp.75666-75678, May 2025. [PDF][AI음성개요][AI Audio Overview]
- 33. Suyeon Jin, Chaeyeon Cha and Hyunggon Park, "Alternating Offer-Based Payment Allocation for Privacy Non-Disclosure in Federated Learning," IEEE Signal Processing Letters, vol. 32, pp.1500-1504, Apr. 2025. [PDF][AI음성개요][AI Audio Overview]
  - 32. Joohong Rheey and Hyunggon Park, "Robust Hierarchical Anomaly Detection using Feature Impact in IoT Networks," ICT Express, vol. 11, no. 2, pp.358-363, Apr. 2025. [PDF][AI음성개요][AI Audio Overview]
  - 31. Jungmin Kwon and Hyunggon Park, "Parameter Transferred Irreducible LSTM for Traffic Data Imputation," IEEE Sensors Journal, vol. 24, no. 14, pp. 22179-22188, Jul. 2024. [PDF]
  - 30. Jungmin Kwon and Hyunggon Park, "Data Dissemination Framework using Low-rank Approximation in Edge Networks," IEEE Access, vol. 12, pp. 1266-1279, Jan. 2024. [PDF]
  - 29. Chaeyeon Cha and Hyunggon Park, "ECS-NBS: Exact Computation of Sequential Nash Bargaining Solutions," IEEE Transactions on Vehicular Technology, vol. 71, no. 12, pp. 13453-13457, Dec. 2022. [PDF]
  - 28. Nayoung Kim, Minhae Kwon, and Hyunggon Park, "Curriculum Reinforcement Learning for Cohesive Team in Mobile Ad Hoc Networks," IEEE Communications Letters, vol. 26, no. 8, pp.1809-1813, Aug. 2022. [PDF]
  - 27. Minhae Kwon and Hyunggon Park, "Non-iterative Coordinated Beamforming for Multicell MIMO Heterogeneous Networks," Wireless Personal Communications, vol. 112, no. 2, pp. 763-775, May 2020. [PDF]
  - 26. Minhae Kwon, Juhyeon Lee and Hyunggon Park, "Intelligent IoT Connectivity: Deep Reinforcement Learning Approach," IEEE Sensors Journal, vol. 20, no. 5, pp. 2782-2791, Mar. 2020. [PDF]
  - 25. Minhae Kwon and Hyunggon Park, "Distributed Topology Design for Network Coding Deployed Networks," Signal Processing, vol. 165, pp. 380-392, Dec. 2019. [PDF]
  - 24. Minhae Kwon and Hyunggon Park, "Network Coding Based Evolutionary Network Formation for Dynamic Wireless Networks," IEEE Transactions on Mobile Computing, vol. 18, no. 6, pp. 1316-1329, Jun. 2019. [PDF]
  - 23. Jisoo Choi and Hyunggon Park, "Direction Vector based Algorithm for the Nash Bargaining Solution in Dynamic Networks," IEEE Communications Letters, vol. 22, no. 7, pp. 1342-1345, Jul. 2018. [PDF]
  - 22. Minhae Kwon and Hyunggon Park, "Distributed Network Formation Strategy for Network Coding Based Wireless Networks," IEEE Signal Processing Letters, vol. 24, no. 4, pp.432-436, Apr. 2017. [PDF]
  - 21. Shin Jae Kang, Seung Yong Lee, Hyo Il Cho, and Hyunggon Park, "ECG Authentication System Design based on Signal Analysis in Mobile and Wearable Devices," IEEE Signal Processing Letters, vol. 23, no. 6, pp. 805-808, Jun. 2016. [PDF]
  - 20. Minhae Kwon and Hyunggon Park, "The Impact of Network Coding Cluster Sizes on the Approximate Decoding Performance," KSII Transactions on Internet and Information Systems, vol. 10, no. 3, pp. 1144-1158, Mar. 2016. [PDF]
  - 19. Minhae Kwon, Hyunggon Park, Nikolaos Thomos and Pascal Frossard, "Approximate Decoding for Network Coded Inter-dependent Data," Signal Processing, vol. 120, pp. 222-235, Mar. 2016. [PDF]
  - 18. Hyun-Ho Choi, Hyunggon Park, and Jung-Ryun Lee, "Vertical Handover Strategy for Multi-layered Video Traffics," IEICE Transactions on Information and Systems, vol. E97-D, no. 10, pp. 2802-2805, Oct. 2014. [PDF]
  - 17. Shin Jae Kang, Jungsung Park, Ki-Yong Oh, Jae Gu Noh and Hyunggon Park, "Scheduling-based Real Time Energy Flow Control Strategy for Building Energy Management System," Energy and Buildings, vol. 75, pp. 239-248, Jun. 2014. [PDF]
  - 16. Hyunggon Park, Nikolaos Thomos and Pascal Frossard, "Approximate Decoding Approaches for Network Coded Correlated Data," Signal Processing, vol. 93, no. 1, pp. 109-123, Jan. 2013. [PDF]
  - 15. Rafit Izhak-Ratzin, Hyunggon Park and Mihaela van der Schaar, "Online Learning in BitTorrent Systems," IEEE Transactions on Parallel and Distributed Systems, vol. 23, no. 12, pp. 2280-2288, Dec. 2012. [PDF]
  - 14. Naeem Ramzan, Hyunggon Park and Ebroul Izquierdo, "Video Streaming over P2P Networks: Challenges and Opportunities," Signal Processing: Image Communication, vol. 27, no. 5, pp. 401-411, May 2012. (Ranked 2nd in Top 25 Hottest Articles in Signal Processing: Image Communication in 2012) [PDF]
  - 13. Naeem Ramzan, Ebroul Izquierdo, Hyunggon Park, Aggelos K Katsaggelos and Johan Pouwelse, "Editorial: Special Issue on Advances in 2D/3D Video Streaming Over P2P Networks," Signal Processing: Image Communication, vol. 27, no. 5, pp. 379-382, May 2012.
  - 12. Hyunggon Park, Deepak S. Turaga, Olivier Verscheure and Mihaela van der Schaar, "Foresighted Tree Configuration Games in Resource Constrained Distributed Stream Mining Sensors," Ad Hoc Networks (Special Issue: Multimedia Ad Hoc and Sensor Network), vol. 9, no. 4, pp. 497-513, Jun. 2011. [PDF]
  - 11. Suin Song, Minhae Kwon, and Hyunggon Park, "Foresighted Resource Reciprocation Strategies for Heterogeneous Multimedia Users in Peer-to-Peer Networks," IEEE COMSOC Multimedia Communications Technical Committee (MMTC) E-Letter , vol. 6, no. 3, pp.58-60, Mar. 2011. [PDF]
  - 10. Mohammad Shikh-Bahaei, Hyunggon Park, Dilip Krishnaswamy, and Deepak Turaga, "Editorial: Adaptive Cross-Layer Strategies for Fourth Generation Wireless Communications," EURASIP Journal on Wireless Communications and Networking , vol. 2011, Article ID 420426, 2011.
  - 9. Deepak S. Turaga, Rong Yan, Olivier Verscheure, Brian Foo, Fangwen Fu, Hyunggon Park and Mihaela van der Schaar, "Resource-Adaptive Multimedia Analysis on Distributed Stream Mining Systems," IEEE COMSOC Multimedia Communications Technical Committee (MMTC) E-Letter , vol. 5, no. 2, pp.23-28, Mar. 2010. [PDF]
  - 8. Hyunggon Park and Mihaela van der Schaar, "Evolution of Resource Reciprocation Strategies in P2P Networks," IEEE Transactions on Signal Processing, vol. 58, no. 3, pp.1205-1218, Mar. 2010. [PDF]
  - 7. Hyunggon Park and Mihaela van der Schaar, "Fairness Strategies for Wireless Resource Allocation among Autonomous Multimedia Users," IEEE Transactions on Circuits and Systems for Video Technology , vol. 20, no. 2, pp. 297-309, Feb. 2010. [PDF]
  - 6. Hyunggon Park and Mihaela van der Schaar, "Quality-based Resource Brokerage for Autonomous Networked Multimedia Applications," IEEE Transactions on Circuits and Systems for Video Technology , vol. 19, no. 12, pp. 1781-1792, Dec. 2009. [PDF]
  - 5. Hyunggon Park and Mihaela van der Schaar, "On the Impact of Bounded Rationality in Peer-to-Peer Networks," IEEE Signal Processing Letters , vol. 16, no. 8, pp. 675-678, Aug. 2009. [PDF]
  - 4. Hyunggon Park and Mihaela van der Schaar, "Coalition based Resource Negotiation for Multimedia Applications in Informationally Decentralized Networks," IEEE Transactions on Multimedia , vol. 11, no. 4, pp. 765-779, Jun. 2009. [PDF]
  - 3. Hyunggon Park and Mihaela van der Schaar, "A Framework for Foresighted Resource Reciprocation in P2P Networks," IEEE Transactions on Multimedia , vol. 11, no. 1, pp. 101-116, Jan. 2009. [PDF]
  - 2. Hyunggon Park and Mihaela van der Schaar, "Coalition-based Resource Reciprocation Strategies for P2P Multimedia Broadcasting," IEEE Transactions on Broadcasting (Special Issue: Quality Issues in Multimedia Broadcasting), vol. 54, no. 3, pp. 557-567, Sep. 2008. [PDF]
  - 1. Hyunggon Park and Mihaela van der Schaar, "Bargaining Strategies for Networked Multimedia Resource Management," IEEE Transactions on Signal Processing , vol. 55, no. 7, pp. 3496-3511, Jul. 2007. [PDF]
Under Review
- 10. Younhee Kang, Hyunggon Park, Suemin Kim, Dayoung Choi, Inkyung Park, "Shift-Specific Structure of Nursing Workloads in a Medical Ward: An Explainable Machine-Learning Approach," under review.
- 9. Younhee Kang, Hyunggon Park, Suemin Kim, Dayoung Choi, Inkyung Park, "AI-Driven Shift-Specific Nursing Workload Structures in the Intensive Care Unit," under review.
  8. Suyeon Jin, Hyunggon Park, "A Fair and Private Incentive Mechanism for Federated Learning via LLM-Based Agent Negotiation," under review.
  - - 7. Dayoung Choi, Siyoun Park, Hyunggon Park, "Minimal-Feature Machine Learning for Scalable AI-RAN under Communication Constraints," under review.
- 6. Dayoung Choi, Siyoun Park, Hyunggon Park, "Toward Communication-Efficient Network Slice Classification in O-RAN: A Data Analytics Perspective," under review.
- 5. Younhee Kang, Hyunggon Park, Dayoung Choi, Suemin Kim, Inkyung Park, "Predicting nursing shifts in a surgical ward: An artificial intelligence–driven model," under review.
- 4. Chaeyeon Cha, Suyeon Jin, and Hyunggon Park, "HARP-LAWN: Hierarchical Adaptive Reasoning and Planning for Low-Altitude Wireless Networks," under review
  3. Chaeyeon Cha, Suyeon Jin, and Hyunggon Park, "Large Language Model-Assisted Hierarchical Framework for Flying Ad Hoc Network," under review
- 2. Younhee Kang, Inkyung Park, Dayoung Choi, and Hyunggon Park, "Emergency room nurses’ workload: Real-time measurement using smartphones, smartwatches, and beacons," under review.
  - 1. Daeun Jung, Hyunggon Park, and Jee Eun Sung, "Concurrent Validity and Item Reduction of the Sentence Comprehension Task Using Machine Learning Approaches," under review.
Domestic Journals
23. 박시연, 최다영, 박형곤, "차량용 침입 탐지 에이전트를 위한 순환 신경망 성능 연구," 한국통신학회논문지, 50권 12호, pp.1842-1845, 2025년 12월. [PDF]
22. 진수연, 차채연, 박형곤, "연합학습 참여 유도를 위한 교대 제안 협상 기반 기기정보 비공유 인센티브 메커니즘," 한국통신학회논문지, 50권 9호, pp.1343-1352, 2025년 9월. [PDF]
21. 최은혜, 최다영, 성지훈, 신명기, 박형곤, "액터 모델 기반 5G 네트워크 데이터 분석 기능 시뮬레이터 구현," 한국통신학회논문지, 50권 2호, pp. 366-377, 2025년 2월. [PDF]

20. 최은혜, 박형곤, "이산 웨이블릿 변환 기반의 대역 에너지를 활용한 음향 신호의 이상 탐지," 한국통신학회논문지, 49권 4호, pp. 612-619, 2024년 4월. [PDF]

19. 차채연, 김경주, 박형곤, "V2G에서 비용 최소화를 위한 최적 에너지 저장 장치 결정 전략," 한국통신학회논문지, 48권 5호, pp. 600-606, 2023년 5월. [PDF]

18. 이정진, 박형곤, "다수의 이종 기기로부터 수집된 데이터의 실시간 관리 시스템 구현," 한국통신학회논문지, 47권 5호, pp. 789- 799, 2022년 5월. [PDF]

17. 이주홍, 정다은, 박형곤, "입력 데이터의 무작위도 특성이 기본 오토인코더와 적층 오토인코더의 학습 성능에 미치는 영향," 한국통신학회논문지, 47권 1호, pp. 178-187, 2022년 1월. [PDF]

16. 김나영, 권민혜, 박형곤, "랜덤 이동 모델을 따르는 무선 노드의 Q-learning 기반 애드혹 네트워크 구축 전략," 한국통신학회논문지, 46권 11호, pp. 1834-1845, 2021년 11월. [PDF]

15. 이정진, 조일현, 박형곤, "동공 크기 변화 기반 효과적 학습상태 분류를 위한 데이터 재구성 알고리즘," 한국통신학회논문지, 45권 10호, pp. 1756-1766, 2020년 10월. [PDF]

14. 권정민, 박형곤, "V2I 네트워크 환경에서 Systematic Network Coding을 이용한 데이터 기반 고신뢰 전송 방법," 한국통신학회논문지, 45권 2호, pp. 327-336, 2020년 2월. [PDF]

13. 조선우, 정다은, 이수환, 신명기, 박형곤, "SDN/NFV 자동화를 위한 머신러닝기술 연구 동향," 한국통신학회논문지, 44권 1호, pp. 92-105, 2019년 1월. [PDF]

12. 조선우, 정다은, 박형곤, "머신러닝 기반 SDN/NFV 자동화 기술 연구 동향," OSIA S&TR Journal, vol. 31, no. 4, pp. 11-16, 2018년 12월. [PDF]

11. 홍은재, 박형곤, "기계학습 기반 저 복잡도 긴장 상태 분류 모델," 대한전기학회 논문지, 66권 9호, pp. 1402-1408, 2017년 9월. [PDF]

10. 홍지연, 권정민, 권민혜, 박형곤, "모바일 센서네트워크에서 압축센싱기법을 이용한 저전력 데이터 전송 시스템," 한국통신학회논문지, 41권 11호, pp. 1589-1597, 2016년 11월. [PDF]

9. 최지수, 정승현, 박형곤, "선형 제약 조건화를 통한 내쉬 협상 해법 기반 효율적 자원 할당 방법," 대한전기학회 논문지, 65권 3호, pp. 463-468, 2016년 3월. [PDF]

8. 김승혜, 홍은재, 박병철, 박형곤, "u -Office 서비스 추론 기술을 위한 기계학습 기반 알고리즘," 한국 통신 학회지 (정보와 통신 - 특집호: u-Office / 홈 IoT), 32권, 4호, pp. 10-15, 2015년 4월.

7. 최지수, 박형곤, "Nash협상 해법 기반 전력 최소화를 위한 다중 청소로봇간 영역분배 알고리즘," 한국통신학회논문지, 39권, 3호, pp. 400-406, 2014년 4월. [PDF]

6. 박형곤, "게임이론과 통신응용 소주제 머리말," 한국 통신 학회지 (정보와 통신 - 특집호: 게임이론과 통신응용), 30권, 12호, pp. 65, 2013년 12월.

5. 송봉용, 박형곤, "초고밀화된 차세대 무선 네트워크를 위한 지능적 적응 최적화 프레임워크," 한국 통신 학회지 (정보와 통신 - 특집호: 게임이론과 통신응용), 30권, 12호, pp. 83-89, 2013년 12월.

4. 전언지, 박재옥, "펨토셀 통신 시장 진입과 스펙트럼 공유 기술(Spectrum Sharing Scheme) 결정," 한국 통신 학회지 (정보와 통신 - 특집호: 게임이론과 통신응용), 30권, 12호, pp. 90-96, 2013년 12월.

3. 최은혜, 박재옥, 박형곤, "개입 게임(Intervention Game)을 이용한 네트워크 자원 관리," 한국 통신 학회지 (정보와 통신 - 특집호: 네트워크 경제), 29권, 7호, pp. 74-81, 2012년 7월.

2. 권민혜, 박형곤, 최윤식, "네트워크 코딩을 이용한 손실내성 지연민감데이터의 전송과 근사복호법," 한국 통신 학회지 (정보와 통신 - 특집호: 네트워크 코딩), 29권 3호, pp. 68-74, 2012년 3월.

1. 박형곤, "다중 사용자 환경에서 협동적 게임 이론 (Cooperative Game Theory)의 협상 해법 (Bargaining Solutions)을 이용한 멀티미디어 통신 및 네트워크 자원 관리," 한국 통신 학회지 (정보와 통신 – 특집호: 게임 이론 응용), 26권 7호, pp. 24-29, 2009년 7월.

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Publications

Publications