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: Bo.Wang1@monash.edu
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 PhD student at Monash University, using deep learning and web development to improve intelligent transportation systems. Some projects can be found at my Portfolio and Github
Contact
Email: Bo.Wang1@monash.edu
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. (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.
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
