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learning
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keywords:(learning)
Learning user preferences of route choice behaviour for adaptive route guidance
Reinforcement learning-based multi-agent system for network traffic signal control
Urban traffic signal control using reinforcement learning agents
Discriminatively trained patch-based model for occupant classification
Recognising daytime and nighttime driving images using Bayes classifier
Reported use of speed control systems: cruise control and speed limiter
Clustering multi-hop information dissemination method in vehicular ad hoc networks
Machine-learning methodology for energy efficient routing
Principal component analysis-based learning for preceding vehicle classification
Detection of partially occluded pedestrians by an enhanced cascade detector
Missing traffic data: comparison of imputation methods
Trajectory-based anomalous behaviour detection for intelligent traffic surveillance
Semi-automatic annotation samples for vehicle type classification in urban environments
Comparative analysis of implicit models for real-time short-term traffic predictions
Individual utility-based path suggestions in transit trip planners
Efficient method for vehicle license plate identification based on learning a morphological feature
Highway travel time estimation using multiple data sources
Automatic classification of traffic incident's severity using machine learning approaches
LSTM network: a deep learning approach for short-term traffic forecast
Impact of on-board tutoring systems to improve driving efficiency of non-professional drivers
Short-term traffic forecasting using self-adjusting k-nearest neighbours
Rainfall-integrated traffic speed prediction using deep learning method
Traffic light control using deep policy-gradient and value-function-based reinforcement learning
Deep learning methods in transportation domain: a review
Combining weather condition data to predict traffic flow: a GRU-based deep learning approach
Prediction of energy consumption for new electric vehicle models by machine learning
Ensemble classifier for driver's fatigue detection based on a single EEG channel
Ant colony optimisation for coloured travelling salesman problem by multi-task learning
How to pay less: a location-specific approach to predict dynamic prices in ride-on-demand services
Lane detection method based on lane structural analysis and CNNs
Value-based deep reinforcement learning for adaptive isolated intersection signal control
Understanding drivers' route choice behaviours in the urban network with machine learning models
Predicting vacant parking space availability: an SVR method with fruit fly optimisation
Automated visual inspection of target parts for train safety based on deep learning
Smart parking sensors, technologies and applications for open parking lots: a review
Advanced accident prediction models and impacts assessment
Lateral distance detection model based on convolutional neural network
Hybrid machine learning and optimisation method to solve a tri-level road network protection problem
Driver identification in intelligent vehicle systems using machine learning algorithms