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2019
Machine Learning and Daily Activity Patterns

Transportation Research Board 98th Annual Meeting, 21p

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2019
Traffic Queue Monitoring with Mask Region-Based Convolutional Neural Network

Transportation Research Board 98th Annual Meeting, 15p

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2019
Experiences of Supervised Machine Learning to Replicate Driving Behavior Under Traffic Environment

Transportation Research Board 98th Annual Meeting, 8p

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2019
Predicting Airport Runway and Taxiway Pavement Conditions: A Gradient Boosting Approach

Transportation Research Board 98th Annual Meeting, 19p

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2019
Exploring the Relationship between Foot-by-Foot Track Geometry and Rail Defects: a Data-Driven Approach

Transportation Research Board 98th Annual Meeting, 5p

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2019
Feature Engineering for Data-Driven Traffic State Forecast in Urban Road Networks

Transportation Research Board 98th Annual Meeting, 6p

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2019
A Decentralized Network Level Adaptive Signal Control Algorithm By Deep Reinforcement Learning

Transportation Research Board 98th Annual Meeting, 5p

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2019
A Node-Based Network Sensor Location Model for Path Flow Reconstruction

Transportation Research Board 98th Annual Meeting, 15p

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2019
Data-Driven Prediction System of Dynamic People Flow in Large Urban Network Using Cellular Probe Data

Transportation Research Board 98th Annual Meeting, 25p

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2019
Harnessing the power of natural language processing: Is Twitter data useful for designing policies in a disaster event?

Transportation Research Board 98th Annual Meeting, 9p

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2019
A Spatiotemporal Deep Learning Approach for Citywide Short-Term Crash Risk Prediction with Multi-source Data

Transportation Research Board 98th Annual Meeting, 8p

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2019
A Social Media - Machine Learning Approach to Detect Public Perception of Transportation Systems

Transportation Research Board 98th Annual Meeting, 9p

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2019
A machine learning approach capturing the effects of meteorology, time of day, driving behaviour, and driver experience on trip-level emissions based on real-world drive cycles

Transportation Research Board 98th Annual Meeting, 22p

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2019
Improving Forecasting Performance Using a Committee Approach: A Machine Learning Framework

Transportation Research Board 98th Annual Meeting, 7p

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2019
High-Order Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting

Transportation Research Board 98th Annual Meeting, 6p

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2019
Predicting Occupancy of Parking Spaces in Transportation Networks: A Deep Learning Approach with Multi-Source Spatio-Temporal Data

Transportation Research Board 98th Annual Meeting, 6p

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2019
Modeling Drivers’ Reaction When Being Tailgated: A Random Forests Method

Transportation Research Board 98th Annual Meeting, 6p

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2019
The Effect of the Built Environment on Parking Experiences: Evidence from Sentiment Analysis of Yelp Reviews

Transportation Research Board 98th Annual Meeting, 10p

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2019
Toward Agent-based Microsimulation of Cyclist Following Behavior: Estimation of Reward Function Parameters Using Inverse Reinforcement Learning

Transportation Research Board 98th Annual Meeting, 7p

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2019
A Comparison of Statistical and Machine Learning Algorithms for Predicting Rents in the San Francisco Bay Area

Transportation Research Board 98th Annual Meeting, 15p

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2019
Prediction of Transfer Probability of Traffic Flow for Shared Bikes based on Hybrid Optimization and Deep Learning Algorithms

Transportation Research Board 98th Annual Meeting, 7p

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2019
Predictive Speed Harmonization in a Connected Environment: A Machine Learning Approach

Transportation Research Board 98th Annual Meeting, 7p

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2019
A generalized Product of Experts model for non-linear utility specifications in travel behaviour models

Transportation Research Board 98th Annual Meeting, 7p

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2019
A Reinforcement Learning Framework for Freight Demand Forecasting to Support Operational Planning Decisions

Transportation Research Board 98th Annual Meeting, 9p

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2019
Sequence to Sequence Learning with Attention Mechanism for Short-term Passenger Flow Prediction in Large-scale Metro System

Transportation Research Board 98th Annual Meeting, 10p

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of 36 pages    

Showing 526 - 550 of 876 records