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learning
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keywords:(learning)
Learning user preferences of route choice behaviour for adaptive route guidance
Urban traffic signal control using reinforcement learning agents
Reinforcement learning-based multi-agent system for network traffic signal control
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
Ant colony optimisation for coloured travelling salesman problem by multi-task learning
Ensemble classifier for driver's fatigue detection based on a single EEG channel
How to pay less: a location-specific approach to predict dynamic prices in ride-on-demand services
Value-based deep reinforcement learning for adaptive isolated intersection signal control
Lane detection method based on lane structural analysis and CNNs
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
Lateral distance detection model based on convolutional neural network
Advanced accident prediction models and impacts assessment
Hybrid machine learning and optimisation method to solve a tri-level road network protection problem
Deep learning-based real-time fine-grained pedestrian recognition using stream processing