Sina Dabiri

Inferring transportation modes from GPS trajectories using a convolutional neural network

Sina Dabiri, Kevin Heaslip · Transportation Research Part C Emerging Technologies · 2017 · 388 citations · Full text

Convolutional Neural Network, Location Tracking, Transportation Modes +10

Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data

Sina Dabiri, Chang‐Tien Lu, Kevin Heaslip et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 144 citations

Geometric Learning, Travel Demand Analysis, Convolutional Neural Network +15

Developing a Twitter-based traffic event detection model using deep learning architectures

Sina Dabiri, Kevin Heaslip · Expert Systems with Applications · 2018 · 124 citations

Internet Traffic Analysis, Engineering, Event Understanding +5

A deep convolutional neural network based approach for vehicle classification using large-scale GPS trajectory data

Sina Dabiri, Nikola Marković, Kevin Heaslip et al. · Transportation Research Part C Emerging Technologies · 2020 · 70 citations

Convolutional Neural Network, Machine Vision, Machine Learning +8

Arterial traffic signal optimization using Particle Swarm Optimization in an integrated VISSIM-MATLAB simulation environment

Sina Dabiri, Montasir Abbas · 2016 · 39 citations

Signal Optimization Tool, Engineering, Traffic Flow +10