About Me
一个关注智能交通、Web 开发、机器学习的准极客
一些作品和项目，见本博客的 Portfolio 与 Github
联系
Email: wbo at swin.edu.au
文章
- Eichenberger, C., Neun, M., …, Wang, B., …, et al. (2022). Traffic4cast at NeurIPS 2021 – Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS 2021 Competition and Demonstration Track, PMLR. (In Press)
- Wang, B., Mohajerpoor, R., Cai, C., Kim, I. & Vu H. L. (2021). Traffic4cast - Large-scale Traffic Prediction using 3DResNet and Sparse-UNet. (Presented at Traffic4cast Competition, NeurIPS 2021)
- Wang, B., Vu, H. L., Kim, I., & Cai, C. (2021). Short-term traffic flow prediction in bike-sharing networks. Journal of Intelligent Transportation Systems, 1-18.
- B Wang, H Vu & I Kim. (2020). Short-Term Traffic Prediction Using A Spatial-Temporal CNN Model With Transfer Learning. Transportation Research Board 99th Annual Meeting, Washington, D.C., United States.
- Wang, B., Shaaban, K., & Kim, I. (2020). Revealing the hidden features in traffic prediction via entity embedding. Personal and Ubiquitous Computing, 25(1), 21-31.
- Wang, B., Shaaban, K., & Kim, I. (2019). Reveal the hidden layer via entity embedding in traffic prediction. Paper presented at 10th International Conference on Ambient Systems, Networks and Technologies (ANT), Leuven, Belgium.
- Wang, B., & Kim, I. (2018). Short-term prediction for bike-sharing service using machine learning. Paper presented at the International Symposium of Transport Simulation (ISTS’18) and the International Workshop on Traffic Data Collection and its Standardization (IWTDCS’18), Matsuyama Japan.
- Wang, B., Hua, L., & Kim, I. (2018). Social Media Application for Illegal Parking Problem. Paper presented at the CICTP 2017: Transportation Reform and Change—Equity, Inclusiveness, Sharing, and Innovation, Shanghai, China.
- Li, Y., Hu, Q., & Wang, B. (2016). Research on Positioning Accuracy with Kalman Filter for Road Maintenance Equipment. Technology Innovation and Application, 36, 46-48.
审稿人
- Transactions on Intelligent Transportation Systems
- Transportation Research Board (TRB) Annual Meeting
- Journal of Advanced Transportation
- IET Intelligent Transport Systems
- Transportation Letters
- Physica A: Statistical Mechanics and Its Applications
About Me
A Research Fellow at Swinburne University of Technology, using deep learning and web development to improve intelligent transportation systems. Also the founder of AUDrive and Gdaydrive. Some projects can be found at my Portfolio and Github.
Contact
Email: wbo at swin.edu.au
Publication
- Eichenberger, C., Neun, M., …, Wang, B., …, et al. (2022). Traffic4cast at NeurIPS 2021 – Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS 2021 Competition and Demonstration Track, PMLR.
- Wang, B., Mohajerpoor, R., Cai, C., Kim, I. & Vu H. L. (2021). Traffic4cast - Large-scale Traffic Prediction using 3DResNet and Sparse-UNet. Presented at Traffic4cast Competition, NeurIPS 2021.
- Wang, B., Vu, H. L., Kim, I., & Cai, C. (2021). Short-term traffic flow prediction in bike-sharing networks. Journal of Intelligent Transportation Systems, 1-18.
- B Wang, H Vu & I Kim. (2020). Short-Term Traffic Prediction Using A Spatial-Temporal CNN Model With Transfer Learning. Transportation Research Board 99th Annual Meeting, Washington, D.C., United States.
- Wang, B., Shaaban, K., & Kim, I. (2020). Revealing the hidden features in traffic prediction via entity embedding. Personal and Ubiquitous Computing, 25(1), 21-31.
- Wang, B., Shaaban, K., & Kim, I. (2019). Reveal the hidden layer via entity embedding in traffic prediction. Paper presented at 10th International Conference on Ambient Systems, Networks and Technologies (ANT), Leuven, Belgium.
- Wang, B., & Kim, I. (2018). Short-term prediction for bike-sharing service using machine learning. Paper presented at the International Symposium of Transport Simulation (ISTS’18) and the International Workshop on Traffic Data Collection and its Standardization (IWTDCS’18), Matsuyama Japan.
- Wang, B., Hua, L., & Kim, I. (2018). Social Media Application for Illegal Parking Problem. Paper presented at the CICTP 2017: Transportation Reform and Change—Equity, Inclusiveness, Sharing, and Innovation, Shanghai, China.
- Li, Y., Hu, Q., & Wang, B. (2016). Research on Positioning Accuracy with Kalman Filter for Road Maintenance Equipment. Technology Innovation and Application, 36, 46-48.
Reviewer
- Transactions on Intelligent Transportation Systems
- Transportation Research Board (TRB) Annual Meeting
- Journal of Advanced Transportation
- IET Intelligent Transport Systems
- Transportation Letters
- Physica A: Statistical Mechanics and Its Applications
