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Shipping market forecasting by forecast combination mechanism
Microscopic modeling of cyclists on off-street paths: a stochastic imitation learning approach
A bibliometric analysis and review on reinforcement learning for transportation applications
Application of algorithmic models of machine learning to the freight transportation process
Calibrating microscopic traffic simulators using machine learning and particle swarm optimization
Application of mayfly algorithm for prediction of removed sediment in hydro-suction dredging systems
Using reinforcement learning to minimize taxi idle times
Traffic volume prediction on low-volume roadways: a Cubist approach
Integration of machine learning and statistical models for crash frequency modeling
Framework for development of the Scheduler for Activities, Locations, and Travel (SALT) model
Estimating the effect of biofouling on ship shaft power based on sensor measurements
Prediction of extent of damage in vehicle during crash using improved XGBoost model
Method for automated detection of outliers in crash simulations
Incorporating congestion patterns into spatio-temporal deep learning algorithms
GraphCast for solving the air transportation nexus among safety, efficiency, and resilience
Integrating data-driven and simulation models to predict traffic state affected by road incidents
Assessing influential factors for lane change behavior using full real-world vehicle-by-vehicle data
Predicting incident duration using random forests
Sharkeye: Real-Time Autonomous Personal Shark Alerting via Aerial Surveillance
Probabilistic traffic breakdown forecasting through Bayesian approximation using variational LSTMs
Arterial corridor travel time prediction under non-recurring conditions
Estimating cycle-level real-time traffic movements at signalized intersections
UAV-Based Wetland Monitoring: Multispectral and Lidar Fusion with Random Forest Classification
Using supervised machine learning algorithms in pavement degradation monitoring
Predicting the traction power of metropolitan railway lines using different machine learning models
Driver Identification with OBD-II Public Data
Studying the capabilities of the analytical system based on the machine learning method
Driver’s black box: a system for driver risk assessment using machine learning and fuzzy logic
Bayesian and machine learning-based fault detection and diagnostics for marine applications
An Effort to Detect Vehicle Drivers Drowsy State Based on the Speed Analysis
Ship selection in port state control: status and perspectives
A reinforcement learning model for personalized driving policies identification
Estimating lane utilization for variable approach lanes using explainable machine learning