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Liu Zhiqiang

Professor

Calculated based on number of publications stored in Pure and citations from Scopus
20052025

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  • 2022

    Aircraft engine remaining life prediction method with deep learning

    Zhu, Y., Liu, Z., Luo, Z., Du, C. & Wang, H., 2022, 2022 International Conference on Artificial Intelligence and Computer Information Technology, AICIT 2022. Institute of Electrical and Electronics Engineers Inc., (2022 International Conference on Artificial Intelligence and Computer Information Technology, AICIT 2022).

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

  • NIDS: Random Forest Based Novel Network Intrusion Detection System for Enhanced Cybersecurity in VANET's

    Mohi-Ud-Din, G., Zheng, J., Liu, Z., Asim, M., Chen, J., Liu, J. & Lin, Z., 2022, Proceedings - 2022 International Conference on Virtual Reality, Human-Computer Interaction and Artificial Intelligence, VRHCIAI 2022. Ma, N. & Liao, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 255-260 6 p. (Proceedings - 2022 International Conference on Virtual Reality, Human-Computer Interaction and Artificial Intelligence, VRHCIAI 2022).

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

    3 Scopus citations

  • Prediction method of turbine engine RUL based on GA-SVR

    Zhu, Y., Xu, B., Luo, Z., Liu, Z., Wang, H. & Du, C., 2022, 2022 International Conference on Artificial Intelligence and Computer Information Technology, AICIT 2022. Institute of Electrical and Electronics Engineers Inc., (2022 International Conference on Artificial Intelligence and Computer Information Technology, AICIT 2022).

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

    4 Scopus citations

  • Privacy-Preserving Digital Twin for Vehicular Edge Computing Networks

    Yang, Y., Ma, W., Sun, W., Zhang, H., Liu, Z., Xu, L. & Zhu, Y., 2022, Proceedings - 2022 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Autonomous and Trusted Vehicles, Scalable Computing and Communications, Digital Twin, Privacy Computing, Metaverse, SmartWorld/UIC/ATC/ScalCom/DigitalTwin/PriComp/Metaverse 2022. Institute of Electrical and Electronics Engineers Inc., p. 2238-2243 6 p. (Proceedings - 2022 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Autonomous and Trusted Vehicles, Scalable Computing and Communications, Digital Twin, Privacy Computing, Metaverse, SmartWorld/UIC/ATC/ScalCom/DigitalTwin/PriComp/Metaverse 2022).

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

    4 Scopus citations
  • 2020

    Deep learning approach for ids using dnn for network anomaly detection

    Liu, Z., Ghulam, M. U. D., Zhu, Y., Yan, X., Wang, L., Jiang, Z. & Luo, J., 2020, 4th International Congress on Information and Communication Technology, ICICT 2019, Volume 1. Yang, X.-S., Sherratt, S., Dey, N. & Joshi, A. (eds.). Springer, p. 471-479 9 p. (Advances in Intelligent Systems and Computing; vol. 1041).

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

    12 Scopus citations
  • 2018

    Cross regional cluster of message-oriented middleware

    Hao, L., Liu, Z., Ye, Z., Mohi-Ud-Din, G., Wu, J. & Zhang, P., 24 Aug 2018, 2017 International Conference on Computer Systems, Electronics and Control, ICCSEC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1512-1515 4 p. 8446714. (2017 International Conference on Computer Systems, Electronics and Control, ICCSEC 2017).

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

    1 Scopus citations
  • 2016

    Semantics-based memory leak detection for C programs

    Liu, Z., Xu, B., Liang, D., Liu, C., Jiang, Z. & Du, C., 13 Jan 2016, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015. Tang, Z., Du, J., Yin, S., Li, R. & He, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2283-2287 5 p. 7382308. (2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015).

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

    2 Scopus citations
  • 2015

    An ESPRIT-like algorithm for angle estimation in bistatic MIMO radar

    Liu, H., Ma, H., Liu, Z. & Xu, D., 25 Nov 2015, 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015. Institute of Electrical and Electronics Engineers Inc., 7338775. (2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015).

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

    1 Scopus citations
  • 2012

    Analysis of data fragments in deduplication system

    Zhang, Z., Jiang, Z., Peng, C. & Liu, Z., 2012, Proceedings 2012 International Conference on System Science and Engineering, ICSSE 2012. p. 559-563 5 p. 6257249. (Proceedings 2012 International Conference on System Science and Engineering, ICSSE 2012).

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

    1 Scopus citations

  • Determine a proper window length for singular spectrum analysis

    Ma, H. G., Lei, R., Kong, X. Y., Liu, Z. Q. & Jiang, Q. B., 2012, IET International Conference on Radar Systems, Radar 2012. 603 CP ed. 1722. (IET Conference Publications; vol. 2012, no. 603 CP).

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

    3 Scopus citations

  • LHS: A novel method of information retrieval avoiding an index using linear hashing with key groups in deduplication

    Zhang, Z., Jiang, Z., Liu, Z. & Peng, C., 2012, Proceedings of 2012 International Conference on Machine Learning and Cybernetics, ICMLC 2012. p. 1312-1318 7 p. 6359555. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 4).

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

    3 Scopus citations
  • 2010

    A semantic-aware cache prefetching mechanism for disk array

    Liu, Z., Wang, L., Zhang, Z., Zhang, A. & Jiang, Z., 2010, Proceedings - 2010 International Symposium on Computational Intelligence and Design, ISCID 2010. IEEE Computer Society, p. 95-97 3 p. 5692742. (Proceedings - 2010 International Symposium on Computational Intelligence and Design, ISCID 2010; vol. 2).

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

  • Small world-based query mechanism

    Liu, Z., Wang, L., Zhang, Z., Zhang, A. & Jiang, Z., 2010, Proceedings - 2010 International Symposium on Intelligence Information Processing and Trusted Computing, IPTC 2010. p. 250-253 4 p. 5662988. (Proceedings - 2010 International Symposium on Intelligence Information Processing and Trusted Computing, IPTC 2010).

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

    1 Scopus citations
  • 2007

    Bearing finding and array error correction in noncooperative passive detection

    Liu, Z., Ma, H. & Wu, X., 2007, 2007 IEEE Workshop on Signal Processing Systems, SiPS 2007, Proceedings. p. 387-390 4 p. 4387578. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

  • 2006

    Instantaneous frequency, azimuth and amplitude measurement based on circle array

    Liu, Z., Ma, H., Yang, L. & Wu, X., 2006, 8th International Conference on Signal Processing, ICSP 2006. Institute of Electrical and Electronics Engineers Inc., 4128790. (International Conference on Signal Processing Proceedings, ICSP; vol. 1).

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