Search Results - "Henrickson, Kristian"

Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting by Cui, Zhiyong, Henrickson, Kristian, Ke, Ruimin, Wang, Yinhai

“…Traffic forecasting is a particularly challenging application of spatiotemporal forecasting, due to the time-varying traffic patterns and the complicated…”
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Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation by Rodrigues, Filipe, Henrickson, Kristian, Pereira, Francisco C.

“…Traffic speed data imputation is a fundamental challenge for data-driven transport analysis. In recent years, with the ubiquity of GPS-enabled devices and the…”
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Google Earth elevation data extraction and accuracy assessment for transportation applications by Wang, Yinsong, Zou, Yajie, Henrickson, Kristian, Wang, Yinhai, Tang, Jinjun, Park, Byung-Jung

“…Roadway elevation data is critical for a variety of transportation analyses. However, it has been challenging to obtain such data and most roadway GIS…”
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Estimation of Origin and Destination Information from Bluetooth and Wi-Fi Sensing for Transit by Dunlap, Matthew, Li, Zhibin, Henrickson, Kristian, Wang, Yinhai

“…Public urban transit offers a convenient, affordable, and sustainable mode of transportation for many. However, limited subsidies and revenue collected from…”
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Correction: A Two-Stage Algorithm for Origin-Destination Matrices Estimation Considering Dynamic Dispersion Parameter for Route Choice by Wang, Yong, Ma, Xiaolei, Liu, Yong, Gong, Ke, Henrickson, Kristian C, Xu, Maozeng, Wang, Yinhai

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A Two-Stage Algorithm for Origin-Destination Matrices Estimation Considering Dynamic Dispersion Parameter for Route Choice by Wang, Yong, Ma, Xiaolei, Liu, Yong, Gong, Ke, Henrickson, Kristian C, Henricakson, Kristian C, Xu, Maozeng, Wang, Yinhai

“…This paper proposes a two-stage algorithm to simultaneously estimate origin-destination (OD) matrix, link choice proportion, and dispersion parameter using…”
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Kinect-Based Pedestrian Detection for Crowded Scenes by Chen, Xiaofeng, Henrickson, Kristian, Wang, Yinhai

“…Pedestrian movement data including volumes, walking speeds, and trajectories are essential in transportation engineering, planning, and research. Although…”
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Jointly analyzing freeway traffic incident clearance and response time using a copula-based approach by Zou, Yajie, Ye, Xin, Henrickson, Kristian, Tang, Jinjun, Wang, Yinhai

“…•Examine the dependence between traffic incident clearance and response time.•Provide a copula approach for jointly modeling incident clearance and response…”
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Flexible and Robust Method for Missing Loop Detector Data Imputation by Henrickson, Kristian, Zou, Yajie, Wang, Yinhai

“…This study is primarily focused on missing traffic sensor data imputation for the purpose of improving the coverage and accuracy of traffic analysis and…”
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Establishing Multisource Data-Integration Framework for Transportation Data Analytics by Cui, Zhiyong, Henrickson, Kristian, Biancardo, Salvatore Antonio, Pu, Ziyuan, Wang, Yinhai

“…AbstractIn recent years, with the advancement in traffic sensing, data storage, and communication technologies, the availability and diversity of…”
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Dynamic Lane Assignment Approach for Freeway Weaving Segment Operation by Wang, Yinsong, Ma, Wanjing, Henrickson, Kristian C., Wang, Yinhai, Yang, Xiaoguang

“…This paper proposes a dynamic lane assignment (DLA) approach for one-sided freeway weaving segments. The approach divides the weaving segment into weaving…”
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A Framework for Understanding and Addressing Bias and Sparsity in Mobile Location-Based Traffic Data by Henrickson, Kristian C

“…Traffic data derived from Global Positioning System (GPS) traces of individual travelers is achieving widespread adoption in transportation engineering and…”
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Flexible and Robust Treatments for Missing Traffic Sensor Data by Henrickson, Kristian

“…The focus of the work contained in this thesis is missing data treatments in traffic loop detector datasets. This work is motivated by the need to improve data…”
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Correction: A Two-Stage Algorithm for Origin-Destination Matrices Estimation Considering Dynamic Dispersion Parameter for Route Choice: e0149827 by Wang, Yong, Ma, Xiaolei, Liu, Yong, Gong, Ke, Henrickson, Kristian C, Xu, Maozeng, Wang, Yinhai

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Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation by Rodrigues, Filipe, Henrickson, Kristian, Pereira, Francisco C

“…Traffic speed data imputation is a fundamental challenge for data-driven transport analysis. In recent years, with the ubiquity of GPS-enabled devices and the…”
Get full text

Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting by Cui, Zhiyong, Henrickson, Kristian, Ke, Ruimin, Pu, Ziyuan, Wang, Yinhai

“…Traffic forecasting is a particularly challenging application of spatiotemporal forecasting, due to the time-varying traffic patterns and the complicated…”
Get full text

Flexible and Robust Treatments for Missing Traffic Sensor Data by Henrickson, Kristian

“…The focus of the work contained in this thesis is missing data treatments in traffic loop detector datasets. This work is motivated by the need to improve data…”
Get full text

New progress of DRIVE Net: An E-science transportation platform for data sharing, visualization, modeling, and analysis by Zhiyong Cui, Shen Zhang, Henrickson, Kristian C., Yinhai Wang

“…Big data represents a new era in data exploration and utilization. With the growing quantity and variety of data being collected from intelligent…”
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