A feature extraction and deep learning approach for network traffic volume prediction considering detector reliability.

Xiexin Zou

Xiexin Zou Edward Chung 0001 Yue Zhou 0003 Meng Long William H. K. Lam A feature extraction and deep learning approach for network traffic volume prediction considering detector reliability. 102-119 2024 January 39 Comput. Aided Civ. Infrastructure Eng. 1 https://doi.org/10.1111/mice.13062 db/journals/cacie/cacie39.html#ZouCZLL24

Xiexin Zou Edward Chung 0001 Traffic prediction via clustering and deep transfer learning with limited data. 2683-2700 2024 September 39 Comput. Aided Civ. Infrastructure Eng. 17 https://doi.org/10.1111/mice.13207 db/journals/cacie/cacie39.html#ZouC24 streams/journals/cacie

Chenhan Zhang Shuyu Zhang 0003 Xiexin Zou Shui Yu 0001 James J. Q. Yu Toward Large-Scale Graph-Based Traffic Forecasting: A Data-Driven Network Partitioning Approach. 4506-4519 2023 March 10 IEEE Internet Things J. 5 https://doi.org/10.1109/JIOT.2022.3218780 db/journals/iotj/iotj10.html#ZhangZZYY23

Xiexin Zou Edward Chung 0001 Network-wide Lane-level Traffic Flow Prediction via Clustering and Deep Learning with Limited Data. 1-6 2023 MT-ITS https://doi.org/10.1109/MT-ITS56129.2023.10241694 conf/mtits/2023 db/conf/mtits/mtits2023.html#ZouC23

Xiexin Zou Shiyao Zhang 0001 Chenhan Zhang James J. Q. Yu Edward Chung 0001 Long-Term Origin-Destination Demand Prediction With Graph Deep Learning. 1481-1495 2022 8 IEEE Trans. Big Data 6 https://doi.org/10.1109/TBDATA.2021.3063553 db/journals/tbd/tbd8.html#ZouZZYC22

Edward Chung 0001 William H. K. Lam Meng Long James Jian Qiao YuJames J. Q. Yu Shui Yu 0001 Chenhan Zhang Shiyao Zhang 0001 Shuyu Zhang 0003 Yue Zhou 0003