JIANG Feifeng (蔣妃楓)

Research Output

  1. 2020
  2. Published

    Analysis of motorcycle accidents using association rule mining-based framework with parameter optimization and GIS technology

    Jiang, F., Yuen, K. K. R. & Lee, E. W. M., Dec 2020, In: Journal of Safety Research. 75, p. 292-309

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

    Scopus citations: 4
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  3. Published

    Identification of the most influential areas for air pollution control using XGBoost and Grid Importance Rank

    Ma, J., Cheng, J. C. P., Xu, Z., Chen, K., Lin, C. & Jiang, F., 20 Nov 2020, In: Journal of Cleaner Production. 274, 122835.

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

    Scopus citations: 9
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  4. Published

    A Lag-FLSTM deep learning network based on Bayesian Optimization for multi-sequential-variant PM2.5 prediction

    Ma, J., Ding, Y., Cheng, J. C. P., Jiang, F., Gan, V. J. L. & Xu, Z., Sep 2020, In: Sustainable Cities and Society. 60, 102237.

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

    Scopus citations: 17
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  5. Published

    A bi-directional missing data imputation scheme based on LSTM and transfer learning for building energy data

    Ma, J., Cheng, J. C. P., Jiang, F., Chen, W., Wang, M. & Zhai, C., 1 Jun 2020, In: Energy and Buildings. 216, 109941.

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

    Scopus citations: 22
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  6. Published

    A long short-term memory-based framework for crash detection on freeways with traffic data of different temporal resolutions

    Jiang, F., Yuen, K. K. R. & Lee, E. W. M., Jun 2020, In: Accident Analysis and Prevention. 141, 105520.

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

    Scopus citations: 10
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  7. Published

    Analysis of Run-Off-Road Accidents by Association Rule Mining and Geographic Information System Techniques on Imbalanced Datasets

    Jiang, F., Yuen, K. K. R., Lee, E. W. M. & Ma, J., Jun 2020, In: Sustainability. 12, 12, 4882.

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

    Scopus citations: 1
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  8. Published

    Analyzing driving factors of land values in urban scale based on big data and non-linear machine learning techniques

    Ma, J., Cheng, J. C. P., Jiang, F., Chen, W. & Zhang, J., May 2020, In: Land Use Policy. 94, 104537.

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

    Scopus citations: 14
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  9. Published

    Real-time detection of wildfire risk caused by powerline vegetation faults using advanced machine learning techniques

    Ma, J., Cheng, J. C. P., Jiang, F., Gan, V. J. L., Wang, M. & Zhai, C., Apr 2020, In: Advanced Engineering Informatics. 44, 101070.

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

    Scopus citations: 6
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  10. Published

    Transfer learning for long-interval consecutive missing values imputation without external features in air pollution time series

    Ma, J., Cheng, J. C. P., Ding, Y., Lin, C., Jiang, F., Wang, M. & Zhai, C., Apr 2020, In: Advanced Engineering Informatics. 44, 101092.

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

    Scopus citations: 11
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  11. Published

    Soft detection of 5-day BOD with sparse matrix in city harbor water using deep learning techniques

    Ma, J., Ding, Y., Cheng, J. C. P., Jiang, F. & Xu, Z., 1 Mar 2020, In: Water Research. 170, 115350.

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

    Scopus citations: 15
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  12. Published

    Identification of high impact factors of air quality on a national scale using big data and machine learning techniques

    Ma, J., Ding, Y., Cheng, J. C. P., Jiang, F., Tan, Y., Gan, V. J. L. & Wan, Z., 20 Jan 2020, In: Journal of Cleaner Production. 244, 118955.

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

    Scopus citations: 40
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  13. Published

    Long short-term memory networks-based Framework for Traffic Crash Detection with Traffic Data

    JIANG, F., YUEN, K. K. R. & LEE, E. W. M., 13 Jan 2020.

    Research output: Conference Papers (RGC: 31A, 31B, 32, 33)32_Refereed conference paper (no ISBN/ISSN)peer-review

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  14. Published

    A Spatial Analysis Methodology Based on Lazy Ensembled Adaptive Associative Classifier and GIS For Examining the Influential Factors on Traffic Fatalities

    ZHAI, C., LI, Z., JIANG, F., MA, J. J. & XU, Z., 2020, In: IEEE Access. 8, p. 117932-117945 9117106.

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

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  15. Published

    Exploration of the Hidden Influential Factors on Crime Activities: A Big Data Approach

    ZHOU, J., LI, Z., MA, J. J. & JIANG, F., 2020, In: IEEE Access. 8, p. 141033-141045 9143124.

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

    Scopus citations: 1
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  16. 2019
  17. Published

    A temporal-spatial interpolation and extrapolation method based on geographic Long Short-Term Memory neural network for PM2.5

    Ma, J., Ding, Y., Cheng, J. C. P., Jiang, F. & Wan, Z., 10 Nov 2019, In: Journal of Cleaner Production. 237, 117729.

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

    Scopus citations: 58
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  18. 2018
  19. Published

    Real time high-impedance fault detection in power distribution system based on artificial neural network

    JIANG, F., YUEN, K. & LEE, E., Oct 2018, Proceedings of 2018 Conference on Innovative Low-Carbon and Green Buildings in Subtropical Area. Architecture and Building Research Institute, Ministry of the Interior, p. 117-124 8 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

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