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06/12/2023
Evolving Testing Scenario Generation Method and Intelligence Evaluation Framework for Automated Vehicles
Interaction between the background vehicles (BVs) and automated vehicles...
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09/01/2022
The Neural Process Family: Survey, Applications and Perspectives
The standard approaches to neural network implementation yield powerful ...
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08/02/2022
Automatic Classification of Bug Reports Based on Multiple Text Information and Reports' Intention
With the rapid growth of software scale and complexity, a large number o...
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05/26/2022
Orthogonal Stochastic Configuration Networks with Adaptive Construction Parameter for Data Analytics
As a randomized learner model, SCNs are remarkable that the random weigh...
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03/26/2022
Contrastive Graph Learning for Population-based fMRI Classification
Contrastive self-supervised learning has recently benefited fMRI classif...
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02/04/2022
TransFollower: Long-Sequence Car-Following Trajectory Prediction through Transformer
Car-following refers to a control process in which the following vehicle...
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12/05/2021
Contrastive Cycle Adversarial Autoencoders for Single-cell Multi-omics Alignment and Integration
Muilti-modality data are ubiquitous in biology, especially that we have ...
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09/02/2021
Global Convolutional Neural Processes
The ability to deal with uncertainty in machine learning models has beco...
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01/29/2019
Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving
A model used for velocity control during car following was proposed base...
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01/03/2019
Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning
This study proposes a framework for human-like autonomous car-following ...
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11/11/2018
Modeling car-following behavior on urban expressways in Shanghai: A naturalistic driving study
Five car-following models were calibrated, validated and cross-compared....
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05/22/2018
Modeling the Safety Effect of Access and Signal Density on Suburban Arterials: Using Macro Level Analysis Method
With rapidly increasing of the land development density along suburban a...
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05/20/2018
Utilizing Bluetooth and Adaptive Signal Control Data for Urban Arterials Safety Analysis
Real-time safety analysis has become a hot research topic as it can more...
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05/20/2018
Real-Time Crash Risk Analysis of Urban Arterials Incorporating Bluetooth, Weather, and Adaptive Signal Control Data
Real-time safety analysis has become a hot research topic as it can reve...
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05/16/2018
Modelling of crash types at signalized intersections based on random effect model
Approach-level models were developed to accommodate the diversity of app...
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05/16/2018
Investigating Safety Impacts of Roadway Network Features of Suburban Arterials in Shanghai, China
With the rapid changes in land use development along suburban arterials ...
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05/16/2018
Investigating the safety impacts of the roadway network features of suburban arterials in shanghai
With the rapid changes in land use development along suburban arterials ...
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08/02/2017