College, Schools and Academic Departments

School of Data Science

Organisational unit: Academic Departments

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Latest Publications

  1. Published
    Bayesian optimal designs for efficient estimation of the optimum point with generalised linear models
    Li, G., Ng, S. H. & Tan, M. H., 2020, In : Quality Technology and Quantitative Management. 17, 1, p. 89-107

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › Not applicable › peer-review

  2. Published
    On Conic Relaxations of Generalization of the Extended Trust Region Subproblem
    Jiang, R. & Li, D., 2020, Optimization of Complex Systems: Theory, Models, Algorithms and Applications. Thi, H. A. L., Le, H. M. & Dinh, T. P. (eds.). Springer Nature Switzerland AG, p. 145-154 (Advances in Intelligent Systems and Computing; vol. 991).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › Not applicable › peer-review

  3. Published
    Semidefinite Programming Based Convex Relaxation for Nonconvex Quadratically Constrained Quadratic Programming
    Jiang, R. & Li, D., 2020, Optimization of Complex Systems: Theory, Models, Algorithms and Applications. Thi, H. A. L., Le, H. M. & Dinh, T. P. (eds.). Springer Nature Switzerland AG, p. 213-220 (Advances in Intelligent Systems and Computing; vol. 991).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › Not applicable › peer-review

  4. Published
    A comprehensive investigation of lithium-ion battery degradation performance at different discharge rates
    Yang, A., Wang, Y., Yang, F., Wang, D., Zi, Y., Tsui, K. L. & Zhang, B., 15 Dec 2019, In : Journal of Power Sources. 443, 227108.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › Not applicable › peer-review

  5. Online published
    A comparative study of the data-driven day-ahead hourly provincial load forecasting methods: From classical data mining to deep learning
    Liu, X., Zhang, Z. & Song, Z., 9 Dec 2019, In : Renewable & Sustainable Energy Reviews. 119, 109632.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › Not applicable › peer-review

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Most downloaded

  1. Downloads 10
    Mining, analyzing, and integrating viral signals from metagenomic data
    Zheng, T., Li, J., Ni, Y., Kang, K., Misiakou, M., Imamovic, L., Chow, B. K. C. & 4 othersRode, A. A., Bytzer, P., Sommer, M. & Panagiotou, G., 19 Mar 2019, In : Microbiome. 7, 42.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › Not applicable › peer-review

    Scopus citations: 5
  2. Downloads 9
    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., 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 › Not applicable › peer-review

    Scopus citations: 1
  3. Downloads 7
    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 › Not applicable › peer-review

    Scopus citations: 2
  4. Downloads 6
    The 37th AIAA/IEEE Digital Avionics Systems Conference Best of Session (ATM-D: Analytics) Award

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

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

  5. Downloads 5
    A statistical normalization method and differential expression analysis for RNA-seq data between different species
    Zhou, Y., Zhu, J., Tong, T., Wang, J., Lin, B. & Zhang, J., 2019, In : BMC Bioinformatics. 20, 163.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › Not applicable › peer-review

Most Cited

  1. 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 › Not applicable › peer-review

    Scopus citations: 40
  2. 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 othersZhang, 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 › Not applicable › peer-review

    Scopus citations: 35
  3. Online Estimation of Power Capacity with Noise Effect Attenuation for Lithium-Ion Battery
    Wei, Z., Zhao, J., Xiong, R., Dong, G., Pou, J. & Tseng, K. J., Jul 2019, In : IEEE Transactions on Industrial Electronics. 66, 7, p. 5724-5735

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › Not applicable › peer-review

    Scopus citations: 10
  4. Interval decomposition ensemble approach for crude oil price forecasting
    Sun, S., Sun, Y., Wang, S. & Wei, Y., Oct 2018, In : Energy Economics. 76, p. 274-287

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › Not applicable › peer-review

    Scopus citations: 10
  5. Optimization of segmentation fragments in empirical wavelet transform and its applications to extracting industrial bearing fault features
    Wang, D., Tsui, K. & Qin, Y., Feb 2019, In : Measurement: Journal of the International Measurement Confederation. 133, p. 328-340

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › Not applicable › peer-review

    Scopus citations: 8

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