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Tae J. Kwon

The following bibliography contains all publications indexed in this database that are linked with this name as either author, editor or any other kind of contributor.

  1. Shuai, Zehua / Kwon, Tae J. / Xie, Qian: Using explainable AI for enhanced understanding of winter road safety: insights with support vector machines and SHAP. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil.

    https://doi.org/10.1139/cjce-2023-0446

  2. Ding, Xueru / Kwon, Tae J. (2024): Enhancing winter road maintenance with explainable AI: SHAP analysis for interpreting machine learning models in road friction estimation. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 51, n. 5 (May 2024).

    https://doi.org/10.1139/cjce-2023-0410

  3. Wu, Mingjian / Kwon, Tae J. (2023): Location–allocation strategies for traffic counters—a citywide deployment. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 50, n. 10 (1 October 2023).

    https://doi.org/10.1139/cjce-2022-0463

  4. Xie, Qian / Kwon, Tae J. (2023): Developing Machine Learning-based Approach for Predicting Road Surface Frictions using Dashcam Images – A City of Edmonton, Canada, Case Study. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 50, n. 10 (1 October 2023).

    https://doi.org/10.1139/cjce-2023-0015

  5. Abohassan, Ahmed / El-Basyouny, Karim / Kwon, Tae J. (2023): Factors Influencing Pavement Friction during Snowstorms. In: Journal of Cold Regions Engineering, v. 37, n. 3 (September 2023).

    https://doi.org/10.1061/jcrgei.creng-671

  6. Wu, Mingjian / Kwon, Tae J. / Fu, Liping (2022): Spatial Mapping of Winter Road Surface Conditions via Hybrid Geostatistical Techniques. In: Journal of Cold Regions Engineering, v. 36, n. 4 (December 2022).

    https://doi.org/10.1061/(asce)cr.1943-5495.0000286

  7. Lu, Zhengyang / Kwon, Tae J. / Fu, Liping (2019): Effects of winter weather on traffic operations and optimization of signalized intersections. In: Journal of Traffic and Transportation Engineering (English Edition), v. 6, n. 2 (April 2019).

    https://doi.org/10.1016/j.jtte.2018.02.002

  8. Kwon, Tae J. / Muresan, Matthew / Fu, Liping / Usman, Taimur (2019): Development of Zonal-Specific Semivariograms for a Strategic RWIS Network Optimization: Case Study. In: Journal of Infrastructure Systems, v. 25, n. 2 (June 2019).

    https://doi.org/10.1061/(asce)is.1943-555x.0000491

  9. Xu, Shuoyan / Kwon, Tae J. (2021): Optimizing Snowplow Routes using All-New Perspectives: Road Users and Winter Road Maintenance Operators. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 48, n. 8 (August 2021).

    https://doi.org/10.1139/cjce-2019-0768

  10. Kwon, Tae J. / Fu, Liping (2021): Performance Evaluation of Road Surface Temperature Forecasts. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 48, n. 5 (May 2021).

    https://doi.org/10.1139/cjce-2019-0772

  11. Kwon, Tae J. / Fu, Liping / Melles, Stephanie J. (2017): Location Optimization of Road Weather Information System (RWIS) Network Considering the Needs of Winter Road Maintenance and the Traveling Public. In: Computer-Aided Civil and Infrastructure Engineering, v. 32, n. 1 (December 2017).

    https://doi.org/10.1111/mice.12222

  12. Gu, Lian / Wu, Mingjian / Kwon, Tae J. (2020): An Enhanced Spatial Statistical Method for Continuous Monitoring of Winter Road Surface Conditions. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 47, n. 10 (October 2020).

    https://doi.org/10.1139/cjce-2019-0296

  13. Gu, Lian / Kwon, Tae J. / Qiu, Tony Z. (2019): A geostatistical approach to winter road surface condition estimation using mobile RWIS data. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 46, n. 6 (June 2019).

    https://doi.org/10.1139/cjce-2018-0341

  14. Thakali, Lalita / Kwon, Tae J. / Fu, Liping (2015): Identification of crash hotspots using kernel density estimation and kriging methods: a comparison. In: Journal of Modern Transportation, v. 23, n. 2 (June 2015).

    https://doi.org/10.1007/s40534-015-0068-0

  15. Kwon, Tae J. / Fu, Liping (2013): Evaluation of alternative criteria for determining the optimal location of RWIS stations. In: Journal of Modern Transportation, v. 21, n. 1 (March 2013).

    https://doi.org/10.1007/s40534-013-0008-9

  16. Fu, Liping / Thakali, Lalita / Kwon, Tae J. / Usman, Taimur (2017): risk-based approach to winter road surface condition classification. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 44, n. 3 (March 2017).

    https://doi.org/10.1139/cjce-2016-0215

  17. Kwon, Tae J. / Fu, Liping (2017): Spatiotemporal variability of road weather conditions and optimal RWIS density — an empirical investigation. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 44, n. 9 (September 2017).

    https://doi.org/10.1139/cjce-2017-0052

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