College, Schools and Academic Departments

School of Data Science

Organisational unit: Academic Departments

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Latest Publications

  1. Published
    Automatic Diagnosis of Microgrid Networks' Power Device Faults Based on Stacked Denoising Autoencoders and Adaptive Affinity Propagation Clustering
    Xu, F., Shu, X., Zhang, X. & Fan, B., 1 Apr 2021, In : Complexity. 2020, 24 p., 8509142.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 2
  2. Published
    Data-Driven Bearing Fault Diagnosis of Microgrid Network Power Device Based on a Stacked Denoising Autoencoder in Deep Learning and Clustering by Fast Search without Data Labels
    Xu, F., Shu, X., Li, X. & Zhang, X., 1 Apr 2021, In : Complexity. 2020, 5013871.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

  3. Published
    Active Balancing of Lithium-Ion Batteries Using Graph Theory and A-Star Search Algorithm
    Dong, G., Yang, F., Tsui, K. & Zou, C., Apr 2021, In : IEEE Transactions on Industrial Informatics. 17, 4, p. 2587-2599 9099954.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

  4. Published
    A neurodynamic optimization approach to supervised feature selection via fractional programming
    Wang, Y., Li, X. & Wang, J., Apr 2021, In : Neural Networks. 136, p. 194-206

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

  5. Published
    Event-Triggered Dynamic Surface Control of an Underactuated Autonomous Surface Vehicle for Target Enclosing
    Peng, Z., Jiang, Y. & Wang, J., Apr 2021, In : IEEE Transactions on Industrial Electronics. 68, 4, p. 3402-3412 9032369.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 3

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Most downloaded

  1. Downloads 49
    Time-Dependent Pricing for High-Speed Railway in China Based on Revenue Management
    Qin, J., Zeng, Y., Yang, X., He, Y., Wu, X. & Qu, W., Aug 2019, In : Sustainability (Switzerland). 11, 16, 4272.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 3
  2. Downloads 43
    Who is Tracking Health on Mobile Devices: Behavioral Logfile Analysis in Hong Kong
    Guan, L., Peng, T. Q. & Zhu, J. J. H., May 2019, In : JMIR mHealth and uHealth. 7, 5, e13679.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 2
  3. Downloads 36
    Combined CNN-LSTM Network for State-of-Charge Estimation of Lithium-Ion Batteries
    SONG, X., YANG, F., WANG, D. & TSUI, K., 2019, In : IEEE Access. 7, p. 88894-88902 8754752.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 26
  4. Downloads 31
    The 37th AIAA/IEEE Digital Avionics Systems Conference Best of Session (ATM-D: Analytics) Award

    HONG, Ning (Recipient) & LI, Lishuai (Recipient), 27 Sep 2018

    Prize / Honour: Prizes and awards (RGC: 64B) › 64B_Prizes and awards

  5. Downloads 26
    Antibiotic Treatment Drives the Diversification of the Human Gut Resistome
    Li, J., Rettedal, E. A., Helm, E. V. D., Ellabaan, M., Panagiotou, G. & Sommer, M. O. A., Feb 2019, In : Genomics, Proteomics and Bioinformatics. 17, 1, p. 39-51

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 15

Most Cited

  1. Short-Term Wind Speed Forecasting via Stacked Extreme Learning Machine With Generalized Correntropy
    Luo, X., Sun, J., Wang, L., Wang, W., Zhao, W., Wu, J., Wang, J. & 1 others, Zhang, Z., Nov 2018, In : IEEE Transactions on Industrial Informatics. 14, 11, p. 4963-4971

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 92
  2. Constrained Control of Autonomous Underwater Vehicles Based on Command Optimization and Disturbance Estimation
    Peng, Z., Wang, J. & Wang, J., May 2019, In : IEEE Transactions on Industrial Electronics. 66, 5, p. 3627-3635

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 86
  3. Characterizing the Propagation of Situational Information in Social Media During COVID-19 Epidemic: A Case Study on Weibo
    Li, L., Zhang, Q., Wang, X., Zhang, J., Wang, T., Gao, T., Duan, W. & 2 others, Tsoi, K. K. & Wang, F., Apr 2020, In : IEEE Transactions on Computational Social Systems. 7, 2, p. 556 - 562

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 73
  4. Fostering linguistic decision-making under uncertainty: A proportional interval type-2 hesitant fuzzy TOPSIS approach based on Hamacher aggregation operators and andness optimization models
    Chen, Z., Yang, Y., Wang, X., Chin, K. & Tsui, K., Oct 2019, In : Information Sciences. 500, p. 229-258

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 43
  5. Universality of deep convolutional neural networks
    Zhou, D., Mar 2020, In : Applied and Computational Harmonic Analysis. 48, 2, p. 787-794

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 38

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