Sina Dabiri
Title
Cited by
Cited by
Year
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
1922018
Developing a Twitter-based traffic event detection model using deep learning architectures
S Dabiri, K Heaslip
Expert systems with applications 118, 425-439, 2019
392019
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
282016
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
252019
Transport-domain applications of widely used data sources in the smart transportation: A survey
S Dabiri, K Heaslip
arXive, 2018
142018
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
92018
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
72018
Exploring video based thermal perception identification
S Dabiri, F Jazizadeh
Proceedings of the 16th International Conference on Computing in Civil and …, 2016
72016
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
42020
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
32019
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
22020
Twitter-based traffic information system based on vector representations for words
S Dabiri, K Heaslip
arXiv preprint arXiv:1812.01199, 2018
22018
Anomaly Detection for Univariate Time-Series Data
S Vishwasrao, EDU EDU
Working Paper, 2016
12016
Application of Deep Learning in Intelligent Transportation Systems
S Dabiri
Virginia Tech, 2019
2019
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Articles 1–14