Dynamic origin‐destination flow estimation using automatic vehicle identification data: A 3D convolutional neural network approach

An ensemble machine learning‐based modeling framework for analysis of traffic crash frequency

(2019) Xiang Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A spatio-temporal ensemble method for large-scale traffic state prediction

(2019) Yang Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information

(2019) Sikai Chen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

End-to-End Deep Learning Methodology for Real-Time Traffic Network Management

(2018) Hossein Hashemi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks

(2018) Mohammad Amin Nabian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects

(2018) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Long-Term Temporal Convolutions for Action Recognition

(2018) Gul Varol et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A hybrid deep learning based traffic flow prediction method and its understanding

(2018) Yuankai Wu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Origin-destination pattern estimation based on trajectory reconstruction using automatic license plate recognition data

(2018) Wenming Rao et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Bootstrap standard error estimations of nonlinear transport models based on linearly projected data

(2018) Wai Wong et al.   Transportmetrica A-Transport Science

Dynamic origin-destination matrix calibration for large-scale network simulators

(2018) Carolina Osorio   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Origin-Destination Estimation Using Probe Vehicle Trajectory and Link Counts

(2017) Xianfeng Yang et al.   JOURNAL OF ADVANCED TRANSPORTATION

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

(2017) Xiaolei Ma et al.   SENSORS

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Vehicle path reconstruction using automatic vehicle identification data: An integrated particle filter and path flow estimator

(2015) Jianhao Yang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Dynamic origin–destination demand flow estimation under congested traffic conditions

(2013) Chung-Cheng Lu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Parallel Control and Management for Intelligent Transportation Systems: Concepts, Architectures, and Applications

(2010) Fei-Yue Wang   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING