Inferring transportation modes from GPS trajectories using a convolutional neural network S Dabiri, K Heaslip Transportation research part C: emerging technologies 86, 360-371, 2018 | 441 | 2018 |
Developing a Twitter-based traffic event detection model using deep learning architectures S Dabiri, K Heaslip Expert systems with applications 118, 425-439, 2019 | 134 | 2019 |
Semi-supervised deep learning approach for transportation mode identification using GPS trajectory data S Dabiri, CT Lu, K Heaslip, CK Reddy IEEE Transactions on Knowledge and Data Engineering 32 (5), 1010-1023, 2019 | 130 | 2019 |
Arterial traffic signal optimization using particle swarm optimization in an integrated VISSIM-MATLAB simulation environment S Dabiri, M Abbas 2016 IEEE 19th international conference on intelligent transportation …, 2016 | 51 | 2016 |
A deep convolutional neural network based approach for vehicle classification using large-scale GPS trajectory data S Dabiri, N Marković, K Heaslip, CK Reddy Transportation Research Part C: Emerging Technologies 116, 102644, 2020 | 49 | 2020 |
Evaluation of the gradient boosting of regression trees method on estimating car-following behavior S Dabiri, M Abbas Transportation Research Record 2672 (45), 136-146, 2018 | 23 | 2018 |
Transport-domain applications of widely used data sources in the smart transportation: A survey S Dabiri, K Heaslip arXive, 2018 | 22 | 2018 |
Introducing a cost-effective approach for improving the arterial traffic performance operating under the semi-actuated coordinated signal control S Dabiri, K Kompany, M Abbas Transportation research record 2672 (18), 71-80, 2018 | 12 | 2018 |
Exploring video based thermal perception identification S Dabiri, F Jazizadeh Proceedings of the 16th International Conference on Computing in Civil and …, 2016 | 10 | 2016 |
Assigning bus delay and predicting travel times using automated vehicle location data C Coghlan, S Dabiri, B Mayer, M Wagner, E Williamson, M Eichler, ... Transportation Research Record 2673 (3), 624-636, 2019 | 8 | 2019 |
Tweets with traffic-related labels for developing a Twitter-based traffic information system S Dabiri Mendeley Data 1, 2018 | 8 | 2018 |
Application of deep learning in intelligent transportation systems S Dabiri Virginia Tech, 2019 | 5 | 2019 |
Twitter-based traffic information system based on vector representations for words S Dabiri, K Heaslip arXiv preprint arXiv:1812.01199, 2018 | 4 | 2018 |
Probe People and Vehicle-Based Data Sources Application in Smart Transportation S Dabiri, KB Kelarestaghi, K Heaslip Artificial Intelligence and Machine Learning Applications in Civil …, 2020 | 2 | 2020 |
Anomaly Detection for Univariate Time-Series Data S Vishwasrao, EDU EDU Working Paper, 2016 | 1 | 2016 |