Estimation and Prediction of Road Free Flow Speed with More Efficient DNN Map Matching Results[PDF]
Shunlei Ning, Yuqin Jiang, Naiqiang Tan, Heng Liu, Jingbo Han, Hua Chai, Songjian Zhang, Shui Liu, Bo Zhang and Jun Fang(Didi chuxing)
Uncertainty Quantification of Car-following Behaviors: Physics-Informed Generative Adversarial Networks[PDF](Best Paper)
Zhaobin Mo and Xuan Di (Columbia University)
Reproducibility and Progress in Estimating Time of Arrival, or Can Simple Methods Outperform Deep Learning Ones?[PDF](Best Paper Runners-up)
Rami Al-Naim, Petr Chunaev and Klavdiya Bochenina (ITMO University)
Neuroevolution for transportation applications[PDF]
Toan Tran and Mina Sartipi (University of Tennessee at Chattanooga)
Text Mining and Spatial Analysis of Yelp Data to Support Socially Vibrant Cities[PDF]
Alexander Bendeck and Clio Andris (Georgia Institute of Technology)
Short Papers
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction[PDF]
Mahan Tabatabaie, James Maniscalco, Connor Lynch and Suining He (University of Connecticut)
Knowledge-aware Few Shot Learning for Urban Event Detection from Short Texts[PDF]
Zhihang Li (Huazhong Agricultural University), Jinjin Guo (JD Intelligent Cities Research) and Zhichao Huang(JD Intelligent Cities Research)
Anomaly detection in surveillance videos using transformer based attention model[PDF]
Kapil Deshpande(IIIT-Allahabad), Narinder Singh Punn(IIIT-Allahabad), Sanjay Kumar Sonbhadra (Shiksha ‘O’ Anusandhan) and Sonali Agarwal (IIIT-Allahabad)
Deep AutoEncoder-based Framework for Natural Gas Leak Prediction using Multivariate Outlier Detection[PDF]
Khongorzul Dashdondov, Mi-Hye Kim and Kyuri Jo (Chungbuk National University)