Hyunggon Park

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Hyunggon Park

Professor

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20072024

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  • 2024

    Poster: Symmetrical Pruning for Lightweight Network Anomaly Detector

    Rheey, J., Choi, D. & Park, H., 3 Jun 2024, MOBISYS 2024 - Proceedings of the 2024 22nd Annual International Conference on Mobile Systems, Applications and Services. Association for Computing Machinery, Inc, p. 634-635 2 p. (MOBISYS 2024 - Proceedings of the 2024 22nd Annual International Conference on Mobile Systems, Applications and Services).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2023

    Low-complexity Anomaly Detection Method based on Feature Importance using Shapley Value

    Rheey, J. & Park, H., 2023, ICUFN 2023 - 14th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 885-888 4 p. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2023-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Service-Based Optimal Group Resource Allocation Strategy

    Cha, C. & Park, H., 2023, ICUFN 2023 - 14th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 576-579 4 p. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2023-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2022

    Adaptive Loss Function Design Algorithm for Input Data Distribution in Autoencoder

    Rheey, J., Choi, D. & Park, H., 2022, ICTC 2022 - 13th International Conference on Information and Communication Technology Convergence: Accelerating Digital Transformation with ICT Innovation. IEEE Computer Society, p. 489-491 3 p. (International Conference on ICT Convergence; vol. 2022-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Efficient low-rank federated learning based on singular value decomposition

    Kwon, J. & Park, H., 3 Oct 2022, MobiHoc 2022 - Proceedings of the 2022 23rd International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Association for Computing Machinery, p. 285-286 2 p. (Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2021

    Bidirectional imputation of spatio-temporal data based on LSTM with parameter transfer

    Kwon, J., Cha, C. & Park, H., 2021, 2021 IEEE Wireless Communications and Networking Conference, WCNC 2021. Institute of Electrical and Electronics Engineers Inc., (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2021-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature expansion of single dimensional time series data for machine learning classification

    Jung, D., Lee, J. & Park, H., 17 Aug 2021, ICUFN 2021 - 2021 12th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 96-98 3 p. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2021-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Multilayered LSTM with parameter transfer for vehicle speed data imputation

    Kwon, J., Cha, C. & Park, H., 2021, 2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9401352. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2021-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2020

    Automatic Classification of Network Traffic Data based on Deep Learning in ONOS Platform

    Kwon, J., Lee, J., Yu, M. & Park, H., 21 Oct 2020, ICTC 2020 - 11th International Conference on ICT Convergence: Data, Network, and AI in the Age of Untact. IEEE Computer Society, p. 1028-1030 3 p. 9289257. (International Conference on ICT Convergence; vol. 2020-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Efficient and reliable data dissemination over handover dynamics in V2I networks

    Kwon, J. & Park, H., Jan 2020, 2020 IEEE International Conference on Consumer Electronics, ICCE 2020. Institute of Electrical and Electronics Engineers Inc., 9042975. (Digest of Technical Papers - IEEE International Conference on Consumer Electronics; vol. 2020-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Traffic Data Classification using Machine Learning Algorithms in SDN Networks

    Kwon, J., Jung, D. & Park, H., 21 Oct 2020, ICTC 2020 - 11th International Conference on ICT Convergence: Data, Network, and AI in the Age of Untact. IEEE Computer Society, p. 1031-1033 3 p. 9289174. (International Conference on ICT Convergence; vol. 2020-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations
  • 2019

    An Iterative Algorithm of Key Feature Selection for Multi-class Classification

    Jung, D. & Park, H., Jul 2019, ICUFN 2019 - 11th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 523-525 3 p. 8806074. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Reliable Data Dissemination Strategy based on Systematic Network Coding in V2I Networks

    Kwon, J. & Park, H., Oct 2019, ICTC 2019 - 10th International Conference on ICT Convergence: ICT Convergence Leading the Autonomous Future. Institute of Electrical and Electronics Engineers Inc., p. 744-746 3 p. 8939745. (ICTC 2019 - 10th International Conference on ICT Convergence: ICT Convergence Leading the Autonomous Future).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations
  • 2018

    Systematic network coding based reliable real-time multimedia streaming system

    Kwon, M., Kim, H., Zhang, I., Bai, S. & Park, H., 26 Mar 2018, 2018 IEEE International Conference on Consumer Electronics, ICCE 2018. Mohanty, S. P., Corcoran, P., Li, H., Sengupta, A. & Lee, J.-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (2018 IEEE International Conference on Consumer Electronics, ICCE 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2017

    Analysis on decoding error rate of systematic network coding

    Kwon, M. & Park, H., 29 Mar 2017, 2017 IEEE International Conference on Consumer Electronics, ICCE 2017. Sanchez, D. D., Lee, J.-H. & Pescador, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 258-259 2 p. 7889308. (2017 IEEE International Conference on Consumer Electronics, ICCE 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • An architecture of IPTV networks based on network coding

    Kwon, M., Kwon, J., Park, B. & Park, H., 26 Jul 2017, ICUFN 2017 - 9th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 462-464 3 p. 7993827. (International Conference on Ubiquitous and Future Networks, ICUFN).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • A pupil data based classification model for education learning states

    Lee, J., Hong, E. & Park, H., 12 Dec 2017, International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017. Institute of Electrical and Electronics Engineers Inc., p. 141-143 3 p. (International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017; vol. 2017-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Implementation of network coding algorithm for single queue with single memory devices

    Kwon, J., Cho, S., Kim, S., Park, Y. & Park, H., 26 Jul 2017, ICUFN 2017 - 9th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 627-629 3 p. 7993867. (International Conference on Ubiquitous and Future Networks, ICUFN).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Network coding-based distributed network formation game for multi-source multicast networks

    Kwon, M. & Park, H., 28 Jul 2017, 2017 IEEE International Conference on Communications, ICC 2017. Debbah, M., Gesbert, D. & Mellouk, A. (eds.). Institute of Electrical and Electronics Engineers Inc., 7997345. (IEEE International Conference on Communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Power allocation games for cooperative coordinated multipoint transmission scheme

    Jung, S. & Park, H., 1 Nov 2017, 19th Asia-Pacific Network Operations and Management Symposium: Managing a World of Things, APNOMS 2017. Institute of Electrical and Electronics Engineers Inc., p. 395-398 4 p. 8094157. (19th Asia-Pacific Network Operations and Management Symposium: Managing a World of Things, APNOMS 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2016

    Coalition based low-complexity algorithm for Nash bargaining solution

    Choi, J., Jung, S. & Park, H., 9 Aug 2016, ICUFN 2016 - 8th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 498-500 3 p. 7537082. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2016-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Compressed network coding: Overcome all-or-nothing problem in finite fields

    Kwon, M., Park, H. & Frossard, P., 3 Apr 2016, IEEE Wireless Communications and Networking Conference, WCNC. Institute of Electrical and Electronics Engineers Inc., p. 2851-2856 6 p. 6952901. (IEEE Wireless Communications and Networking Conference, WCNC).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Low complexity algorithms for network coding based on singular value decomposition

    Kwon, J. & Park, H., 9 Aug 2016, ICUFN 2016 - 8th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 641-643 3 p. 7537111. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2016-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Multilateral bargaining model based power allocation for multi-cell joint transmission

    Jung, S. & Park, H., 30 Nov 2016, 2016 International Conference on Information and Communication Technology Convergence, ICTC 2016. Institute of Electrical and Electronics Engineers Inc., p. 986-988 3 p. 7763348. (2016 International Conference on Information and Communication Technology Convergence, ICTC 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • The cluster formation strategies for approximate decoding in IoT networks

    Kwon, M. & Park, H., 7 Mar 2016, 30th International Conference on Information Networking, ICOIN 2016. IEEE Computer Society, p. 366-368 3 p. 7427134. (International Conference on Information Networking; vol. 2016-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2015

    A user customized service provider framework based on machine learning

    Kim, S., Hong, E., Park, B. & Park, H., 7 Aug 2015, ICUFN 2015 - 7th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 23-25 3 p. 7182488. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2015-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Energy-efficient data transmission strategy for network coded bidirectional de Bruijn networks

    Kwon, J., Kwon, M. & Park, H., 7 Aug 2015, ICUFN 2015 - 7th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 37-39 3 p. 7182492. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2015-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • User satisfaction fairness based optimal charging algorithm for multiple devices

    Choi, J. & Park, H., 24 Sep 2015, 17th Asia-Pacific Network Operations and Management Symposium: Managing a Very Connected World, APNOMS 2015. Institute of Electrical and Electronics Engineers Inc., p. 503-506 4 p. 7275378. (17th Asia-Pacific Network Operations and Management Symposium: Managing a Very Connected World, APNOMS 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2014

    Approximate recovery of network coded real-time information

    Kwon, M. & Park, H., 2014, International Conference on Information Networking 2014, ICOIN 2014. IEEE Computer Society, p. 545-549 5 p. 6799741. (International Conference on Information Networking).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Implementation of approximate decoding algorithm over TCP/IP

    Kwon, J., Kwon, M., Park, B. & Park, H., 2014, ICUFN 2014 - 6th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 477-478 2 p. 6876836. (International Conference on Ubiquitous and Future Networks, ICUFN).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2013

    Sensor network based optimal energy flow control in buildings

    Kang, S. J. & Park, H., 2013, 2013 IEEE Global Communications Conference, GLOBECOM 2013. Institute of Electrical and Electronics Engineers Inc., p. 539-544 6 p. 6831127. (GLOBECOM - IEEE Global Telecommunications Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Transformation based low complexity algorithm for Nash bargaining solutions in dynamic networks

    Choi, E. & Park, H., 2013, International Conference on Information Networking 2013, ICOIN 2013. p. 365-370 6 p. 6496405. (International Conference on Information Networking).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Utility-based server management strategy in cloud networks

    Choi, E., Song, S., Kim, H., Hong, J., Park, H. & Van Der Schaar, M., 2013, 2013 IEEE Globecom Workshops, GC Wkshps 2013. IEEE Computer Society, p. 464-469 6 p. 6825031. (2013 IEEE Globecom Workshops, GC Wkshps 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2012

    Improved approximate decoding based on position information matrix

    Kwon, M., Park, H. & Frossard, P., 2012, 2012 IEEE Symposium on Computers and Communications, ISCC 2012. p. 114-118 5 p. 6249277. (Proceedings - IEEE Symposium on Computers and Communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2011

    An improved approximate decoding with correlated sources

    Kwon, M. & Park, H., 2011, Applications of Digital Image Processing XXXIV. 81350Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8185).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Reinforcement learning in BitTorrent systems

    Izhak-Ratzin, R., Park, H. & Van Der Schaar, M., 2011, 2011 Proceedings IEEE INFOCOM. p. 406-410 5 p. 5935192. (Proceedings - IEEE INFOCOM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations
  • 2010

    Adaptive multimedia mining on distributed stream processing systems

    Turaga, D. S., Park, H., Yan, R. & Verscheure, O., 2010, Proceedings - 10th IEEE International Conference on Data Mining Workshops, ICDMW 2010. p. 1419-1422 4 p. 5693467. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • An improved foresighted resource reciprocation strategy for multimedia streaming applications

    Gutiérrez, E., Park, H. & Frossard, P., 2010, 2010 IEEE International Workshop on Multimedia Signal Processing, MMSP2010. p. 406-411 6 p. 5662055. (2010 IEEE International Workshop on Multimedia Signal Processing, MMSP2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • NC node selection game in collaborative streaming systems

    Thomos, N., Park, H., Kurdoglu, E. & Frossard, P., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5570-5573 4 p. 5495237. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations
  • 2009

    A framework for distributed multimedia stream mining systems using coalition-based foresighted strategies

    Park, H., Turaga, D. S., Verscheure, O. & Van Der Schaar, M., 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 1585-1588 4 p. 4959901. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • Evolution of social P2P networks based on the dynamics of heterogeneous multimedia peers

    Park, H. & Van Der Schaar, M., 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 3473-3476 4 p. 4960373. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Foresighted joint resource reciprocation and scheduling strategies for real-time video streaming over peer-to-peer networks

    Lee, S. I., Park, H. & Van Der Schaar, M., 2009, 2009 17th International Packet Video Workshop, PV 2009. 5152153. (2009 17th International Packet Video Workshop, PV 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Resource-adaptive multimedia analysis on stream mining systems

    Turaga, D. S., Yan, R., Verscheure, O., Foo, B., Fu, F., Park, H. & Van Der Schaar, M., 2009, Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009. p. 1584-1585 2 p. 5202818. (Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Tree configuration games for distributed stream mining systems

    Park, H., Turaga, D. S., Verscheure, O. & Van Der Schaar, M., 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 1773-1776 4 p. 4959948. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations
  • 2008

    Coalition based multimedia peer matching strategies for P2P networks

    Park, H. & Van Der Schaar, M., 2008, Proceedings of SPIE-IS and T Electronic Imaging - Visual Communications and Image Processing 2008. 682203. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6822).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Foresighted resource reciprocation strategies in P2P networks

    Park, H. & Van Schaar, M. D., 2008, 2008 IEEE Global Telecommunications Conference, GLOBECOM 2008. p. 2206-2210 5 p. 4698200. (GLOBECOM - IEEE Global Telecommunications Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Information-driven resource negotiation strategies for multimedia applications

    Park, H. & Van Der Schaar, M., 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 3076-3079 4 p. 4712445. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2007

    Congestion game modeling for brokerage based multimedia resource management

    Park, H. & Van Der Schaar, M., 2007, PACKET VIDEO 2007 - 16th International Packet Video Workshop. IEEE Computer Society, p. 18-25 8 p. 4397021. (PACKET VIDEO 2007 - 16th International Packet Video Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Fairness strategies for multi-user multimedia applications in competitive environments using the Kalai-Smorodinsky bargaining solution

    Park, H. & Van Der Schaar, M., 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. II713-II716 4217508. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations

  • Multi-user multimedia resource management using nash bargaining solution

    Park, H. & Van Der Schaar, M., 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. Institute of Electrical and Electronics Engineers Inc., p. 717-720 4 p. 4217509. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations
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