CIIC (Civil Infrastructure Intelligent Computing)

A Data-driven Inertial Navigation/Bluetooth Fusion Algorithm for Indoor Localization

2021

期刊 IEEE Sensors Journal

作者 Jianfan Chen · Baoding Zhou · Shaoqian Bao · Xu Liu · Zhining Gu · Linchao Li · Yangping Zhao · Jiasong Zhu · Qingquan Lia

Analyzing the Impact of Climate Factors on GNSS-Derived Displacements by Combining the Extended Helmert Transformation and XGboost Machine Learning Algorithm

2021

期刊 Journal of Sensors

作者 Hanlin Liu · Linqiang Yang · Linchao Li

ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems

2021

期刊 Applied Soft Computing

作者 Yi Lin · Bo Yang · Linchao Li · Dongyue Guo · Jianwei Zhang · Hu Chen · Yi Zhang

A Data-Driven Approach to Trip Generation Modeling for Urban Residents and Non-local Travelers

2020

期刊 Sustainability

作者 Fan Yang · Linchao Li · Fan Ding · Huachun Tan · Bin Ran

A deep fusion model based on restricted Boltzmann machines for traffic accident duration prediction

2020

期刊 Engineering Applications of Artificial Intelligence

作者 Linchao Li · Xi Sheng · Bowen Du · Yonggang Wang · Bin Ran

A hybrid method coupling empirical mode decomposition and a long short-term memory network to predict missing measured signal data of SHM systems

2020

期刊 Structural Health Monitoring

作者 Linchao Li · Haijun Zhou · Hanlin Liu · Chaodong Zhang · Junhui Liu

Automated traffic incident detection with a smaller dataset based on generative adversarial networks

2020

期刊 Accident Analysis & Prevention

作者 Yi Lin · Linchao Li · Hailong Jing · Bin Ran · Dongye Sun

Bus Travel Time Prediction Based on Ensemble Learning Methods

2020

期刊 IEEE Intelligent Transportation Systems Magazine

作者 Gang Zhong · Tingting Yin · Linchao Li · Jian Zhang · Honghai Zhang · Bin Ran

Coupled application of deep learning model and quantile regression for travel time and its interval estimation using data in different dimensions

2020

期刊 Applied Soft Computing

作者 Linchao Li · Bin Ran · Jiasong Zhu · Bowen Du

Coupled application of generative adversarial networks and conventional neural networks for travel mode detection using GPS data

2020

期刊 Transportation Research Part A: Policy and Practice

作者 Linchao Li · Jiasong Zhu · Hailong Zhang · Huachun Tan · Bowen Du · Bin Ran

Estimation of missing values in heterogeneous traffic data: Application of multimodal deep learning model

2020

期刊 Knowledge-Based Systems

作者 Linchao Li · Bowen Du · Yonggang Wang · Lingqiao Qin · Huachun Tan

Intersection Traffic Signal Optimization Considering Lane-Changing Behavior Caused Nearby Bus Bay Stop Upstream

2020

书籍 Green, Smart and Connected Transportation Systems

作者 Rui Li · Xin Xue · Linchao Li · Changjiang Zheng · Jinxing Shen

Missing data estimation method for time series data in structure health monitoring systems by probability principal component analysis

2020

期刊 Advances in Engineering Software

作者 Linchao Li · Hanlin Liu · Haijun Zhou · Chaodong Zhang

Ranking contributors to traffic crashes on mountainous freeways from an incomplete dataset: A sequential approach of multivariate imputation by chained equations and random forest classifier

2020

期刊 Accident Analysis & Prevention

作者 Linchao Li · Carlo G. Prato · Yonggang Wang

Real-time traffic incident detection based on a hybrid deep learning model

2020

期刊 Transportmetrica A: Transport Science

作者 Linchao Li · Yi Lin · Bowen Du · Fan Yang · Bin Ran

A New Solution for Freeway Congestion: Cooperative Speed Limit Control Using Distributed Reinforcement Learning

2019

期刊 IEEE Access

作者 Chong Wang · Jian Zhang · Linghui Xu · Linchao Li · Bin Ran

Day-ahead traffic flow forecasting based on a deep belief network optimized by the multi-objective particle swarm algorithm

2019

期刊 Knowledge-Based Systems

作者 Linchao Li · Lingqiao Qin · Xu Qu · Jian Zhang · Yonggang Wang · Bin Ran

Missing Value Imputation for Traffic-Related Time Series Data Based on a Multi-View Learning Method

2019

期刊 IEEE Transactions on Intelligent Transportation Systems

作者 Linchao Li · Jian Zhang · Yonggang Wang · Bin Ran

Revealing the Varying Impact of Urban Built Environment on Online Car-Hailing Travel in Spatio-Temporal Dimension: An Exploratory Analysis in Chengdu, China

2019

期刊 Sustainability

作者 Tian Li · Peng Jing · Linchao Li · Dazhi Sun · Wenbo Yan

Self-reports of workloads and aberrant driving behaviors as predictors of crash rate among taxi drivers: A cross-sectional study in China

2019

期刊 Traffic Injury Prevention

作者 Yonggang Wang · Yong Zhang · Linchao Li · Guohua Liang

The relation between working conditions, aberrant driving behaviour and crash propensity among taxi drivers in China

2019

期刊 Accident Analysis & Prevention

作者 Yonggang Wang · Linchao Li · Carlo G. Prato

Traffic speed prediction for intelligent transportation system based on a deep feature fusion model

2019

期刊 Journal of Intelligent Transportation Systems

作者 Linchao Li · Xu Qu · Jian Zhang · Yonggang Wang · Bin Ran

Analyzing Passenger Travel Demand Related to the Transportation Hub inside a City Area using Mobile Phone Data

2018

期刊 Transportation Research Record: Journal of the Transportation Research Board

作者 Gang Zhong · Jian Zhang · Linchao Li · Xiaoxuan Chen · Fan Yang · Bin Ran

An Improved Single-Lane Cellular Automaton Model considering Driver’s Radical Feature

2018

期刊 Journal of Advanced Transportation

作者 Xu Qu · Mofeng Yang · Fan Yang · Bin Ran · Linchao Li

Autonomous and Connected Vehicles: The Capacity of Mixed Traffic Flow at Signalized Intersection with the ACDA-MTD Model

2018

会议 CICTP 2018

作者 Hanchu Li · Jian Zhang · Fangfang Zheng · Linchao Li · Bin Ran

Processing Inductance Loop Detector Data on an Urban Expressways

2018

会议 CICTP 2017

作者 Shuaifeng Huang · Linchao Li · Jian Zhang · Wenliang Zhang

Relation Among Working Conditions, Aberrant Driving Behavior, and Crash Propensity Among Taxi Drivers in China

2018

会议 Transportation Research Board 97th Annual MeetingTransportation Research Board

作者 Y. Wang · L Li · Cg Prato

Robust and flexible strategy for missing data imputation in intelligent transportation system

2018

期刊 IET Intelligent Transport Systems

作者 Linchao Li · Jian Zhang · Fan Yang · Bin Ran

Travel time prediction for highway network based on the ensemble empirical mode decomposition and random vector functional link network

2018

期刊 Applied Soft Computing

作者 Linchao Li · Xu Qu · Jian Zhang · Hanchu Li · Bin Ran

An approach to identify travel hotspots at night based on mobile phone data

2017

会议 Proceedings of the 2nd International Conference on Information Technology and Intelligent Transportation Systems, ITITS 2017

作者 G Dai · L Li · J. Zhang · X. Zhang · Y. Lei · Z. Yang · Y Peng

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A Data-driven Inertial Navigation/Bluetooth Fusion Algorithm for Indoor Localization

Analyzing the Impact of Climate Factors on GNSS-Derived Displacements by Combining the Extended Helmert Transformation and XGboost Machine Learning Algorithm

ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems

A Data-Driven Approach to Trip Generation Modeling for Urban Residents and Non-local Travelers

A deep fusion model based on restricted Boltzmann machines for traffic accident duration prediction

A hybrid method coupling empirical mode decomposition and a long short-term memory network to predict missing measured signal data of SHM systems

Automated traffic incident detection with a smaller dataset based on generative adversarial networks

Bus Travel Time Prediction Based on Ensemble Learning Methods

Coupled application of deep learning model and quantile regression for travel time and its interval estimation using data in different dimensions

Coupled application of generative adversarial networks and conventional neural networks for travel mode detection using GPS data

Estimation of missing values in heterogeneous traffic data: Application of multimodal deep learning model

Intersection Traffic Signal Optimization Considering Lane-Changing Behavior Caused Nearby Bus Bay Stop Upstream

Missing data estimation method for time series data in structure health monitoring systems by probability principal component analysis

Ranking contributors to traffic crashes on mountainous freeways from an incomplete dataset: A sequential approach of multivariate imputation by chained equations and random forest classifier

Real-time traffic incident detection based on a hybrid deep learning model

A New Solution for Freeway Congestion: Cooperative Speed Limit Control Using Distributed Reinforcement Learning

Day-ahead traffic flow forecasting based on a deep belief network optimized by the multi-objective particle swarm algorithm

Missing Value Imputation for Traffic-Related Time Series Data Based on a Multi-View Learning Method

Revealing the Varying Impact of Urban Built Environment on Online Car-Hailing Travel in Spatio-Temporal Dimension: An Exploratory Analysis in Chengdu, China

Self-reports of workloads and aberrant driving behaviors as predictors of crash rate among taxi drivers: A cross-sectional study in China

The relation between working conditions, aberrant driving behaviour and crash propensity among taxi drivers in China

Traffic speed prediction for intelligent transportation system based on a deep feature fusion model

Analyzing Passenger Travel Demand Related to the Transportation Hub inside a City Area using Mobile Phone Data

An Improved Single-Lane Cellular Automaton Model considering Driver’s Radical Feature

Autonomous and Connected Vehicles: The Capacity of Mixed Traffic Flow at Signalized Intersection with the ACDA-MTD Model

Processing Inductance Loop Detector Data on an Urban Expressways

Relation Among Working Conditions, Aberrant Driving Behavior, and Crash Propensity Among Taxi Drivers in China

Robust and flexible strategy for missing data imputation in intelligent transportation system

Travel time prediction for highway network based on the ensemble empirical mode decomposition and random vector functional link network

An approach to identify travel hotspots at night based on mobile phone data