The AED30 Information Systems and Technology Committee provides strategic leadership within TRB regarding the use of advanced computing and technology to provide optimal transportation solutions and outcomes. This Paper Presentation session will feature selected papers reviewed by the AED30 Committee for the 2021 Annual Meeting.
Title | Presentation Number |
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A Generalized Procedure for Determining When Street Maintenance Activities Should be Allowed
Ahmed Samiel Ahsan, University of Texas, Austin
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Randy Machemehl, University of Texas, Austin |
TRBAM-21-00375 |
Estimating Traffic Volume with Limited Observations: A Combination of Sampling Expansion and Geographically Weighted Poisson Regression
Yi Jing, Tongji University
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Songhua Hu, University of Maryland Hangfei Lin, Tongji University |
TRBAM-21-00512 |
Smartphone Sensors Transportation Mode Data Classification of Vulnerable Road Users
Huthaifa Ashqar (hiashqar@vt.edu), Booz Allen Hamilton, Inc.
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Mohammed Elhenawy, Queensland University of Technology Mahmoud Masoud, Queensland University of Technology Mohammed Almannaa, King Saud University Andry Rakotonirainy, Queensland University of Technology Hesham Rakha, Virginia Polytechnic Institute and State University (Virginia Tech) |
TRBAM-21-00661 |
Third-Party Vehicle Data Collection for ADAS Analysis
Keith Campbell, MITRE Corporation
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Kathleen Berman, MITRE Corporation Valerie Gawron, Zan Mitrev Clinic Jeffrey Long, MITRE Corporation Samir Yuha, Zan Mitrev Clinic |
TRBAM-21-00816 |
A Vehicle Identification Sensor Location Model for the Reliable Observation of Routes Flows Considering Sensor Failure Probability
Hessam Arefkhani (Arefkhani.hessam@gmail.com), Sharif University of Technology
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Yousef Shafahi, Sharif University of Technology |
TRBAM-21-00872 |
A Review on Big Data Safety Analytics under the Environment of Intelligent Transportation Systems
Yanqi Lian, Central South University
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Jaeyoung Lee (jaeyoung@knights.ucf.edu), Central South University Guoqing Zhang, Central South University Helai Huang, Central South University |
TRBAM-21-00941 |
Road Safety Diagnostics using Roadside Video Data Based on Car Pose Detection
Yina Wu, University of Central Florida
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Mohamed Abdel-Aty, University of Central Florida Ou Zheng (ouzheng1993@GMAIL.COM), University of Central Florida Jinghui Yuan, University of Central Florida |
TRBAM-21-00964 |
Dynamics of Mobility Amid Covid-19 Pandemic – Geospatial Approach with A Case Study of Tennessee
Nima Hoseinzadeh (nhoseinz@vols.utk.edu), University of Tennessee, Knoxville
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Yangsong Gu, University of Tennessee, Knoxville Hairuilong Zhang, University of Tennessee, Knoxville Lee Han, University of Tennessee Hyun Kim, University of Tennessee, Knoxville Brad Freeze, Tennessee Department of Transportation |
TRBAM-21-01020 |
Predicting crash risk in real-time using vehicle trajectory and Surrogate Safety Measures
Lingfeng Peng, Wuhan University
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Nengchao Lyu (lnc@whut.edu.cn), Wuhan University Chaozhong Wu, Wuhan University |
TRBAM-21-01116 |
Optimization and Estimation Algorithm of Vehicle Spatial Form Based on Monocular Traffic Camera
Wei Wang, Chang'an University
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Xinyao Tang, Chang'an University Hua Cui, Chang'an University Ying Li, Chang'an University |
TRBAM-21-01192 |
Exploring Individual Mobility Patterns Based on Geolocation Data from Mobile Phones
Biao YIN, Ecole des Ponts ParisTech
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Fabien Leurent, Ecole des Ponts ParisTech |
TRBAM-21-01547 |
Heterogeneous Links Between Real-World Driving Volatility and Driving Stress Using Integrated CAN-Bus and Biometric Health Data
Behram Wali (bwali@vols.utk.edu), Urban Design 4 Health, Inc.
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Sebastiano Milardo, Massachusetts Institute of Technology (MIT) Umberto Fugiglando, Massachusetts Institute of Technology (MIT) Paolo Santi, Massachusetts Institute of Technology (MIT) Carlo Ratti, Massachusetts Institute of Technology (MIT) |
TRBAM-21-01626 |
Observed Mobility Behavior Data Reveal “Social Distancing Inertia”
Sepehr Ghader (sghader@umd.edu), University of Maryland, College Park
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Jun Zhao Minha Lee Weiyi Zhou, University of Maryland, College Park Guangchen Zhao, University of Maryland, College Park Lei Zhang, University of Maryland, College Park |
TRBAM-21-01817 |
A Fully Automated Algorithm for Light Poles Detection and Mapping in Rural Highway Environment using Mobile LiDAR Point Clouds
Maged Gouda (mgouda@ualberta.ca), University of Alberta
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Amr Shalkamy, University of Alberta Xinyi Li, Wuhan University Karim El-Basyouny, University of Alberta |
TRBAM-21-02121 |
Co-occurrence Patterns among Subgrade Distresses using Association Rule Mining
Qian Gao, Tongji University
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Chenglong Liu, Tongji University Yishun Li, Tongji University Yue Qiu, Tongji University Yuchuan Du (wszwsz179@163.com), Tongji University Han Zhang, Tongji University |
TRBAM-21-02221 |
TREAD - PRIVACY PRESERVING INCENTIVIZED CONNECTED VEHICLES MOBILITY DATA STORAGE ON IPFS-ENABLED BLOCKCHAIN
Junaid Khan, Western Washington University
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Kavyashree Bangalore, New York University Abdullah Kurkcu, Ulteig Kaan Ozbay, New York University |
TRBAM-21-02593 |
A framework for controlling connected autonomous vehicle movements using deep reinforcement learning and spatially-weighted data integration
Jiqian Dong, Purdue University
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Sikai Chen (chen1670@purdue.edu), Purdue University Paul (Young Joun) Ha, Purdue University Yujie Li, Purdue University Runjia Du, Purdue University Aaron Steinfeld, Carnegie Mellon University Samuel Labi, Purdue University |
TRBAM-21-02617 |
Tweeting Transport: Sentiment Analysis of Transportation and Mobility Related Tweets
Michalis Pouliasis, Aristotle University of Thessaloniki
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Anastasia Nikolaidou, Aristotle University of Thessaloniki Georgios Georgiadis, Aristotle University of Thessaloniki Ioannis Politis, Aristotle University of Thessaloniki Panagiotis Papaioannou, Aristotle University of Thessaloniki |
TRBAM-21-02912 |
Inferring User Perception towards Active Mobility: A Real-Time Twitter Data Mining Approach to Evaluate Qualitative Level of Service for Active Transportation Facilities
Rezaur Rahman, University of Central Florida
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Kazi Redwan Shabab, University of Central Florida Mohamed H. Zaki, University of Central Florida Samiul Hasan, University of Central Florida |
TRBAM-21-02955 |
Traffic Performance Score for Measuring the Impact of COVID-19 on Urban Mobility
Zhiyong Cui, University of Washington
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Meixin Zhu, University of Washington Shuo Wang, University of Washington Pengfei Wang, Southeast University Yang Zhou, Tongji University Qianxia Cao, Changsha University of Science and Technology Cole Kopca, University of Washington Yinhai Wang (yinhai@uw.edu), University of Washington |
TRBAM-21-03201 |
Identifying Wrong-Way Driving Incidents from Regular Traffic Videos Using Unsupervised Trajectory-based Method
Qing Chang (qzc0010@tigermail.auburn.edu), Auburn University
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Jiaxiang Ren, Auburn University Huaguo Zhou, Auburn University Yang Zhou, Auburn University Yukun Song, Auburn University |
TRBAM-21-03246 |
Estimation of the Vehicle Speed using Cross-Correlation Algorithms and MEMS Wireless Sensors
Cheng Zhang (c.zhang@psu.edu), Pennsylvania State University, University Park
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Shihui Shen, Pennsylvania State University, Altoona Bin Shi, Tongji University Hai Huang, Pennsylvania State University Lijun SUN, Tongji University |
TRBAM-21-03345 |
A Parametric Evaluation of IoT Applications to Freight Transportation Using Model-Based Systems Engineering
Aldo D Fabregas, Florida Institute of Technology
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Paul Crawford, Florida Institute of Technology Rodrigo Mesa-Arango, Florida Institute of Technology Agustina Calatayud, Inter-American Development Bank |
TRBAM-21-03384 |
Surrounding Vehicles’ Contribution to Car-Following Models: A Deep-Learning Based Analysis
Saeed Vasebi, Stevens Institute of Technology
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Yeganeh Hayeri, Stevens Institute of Technology Peter Jin, Rutgers University |
TRBAM-21-03521 |
Case Study of Challenges and Solutions of Infrastructure Information Modeling
Xingzhou Guo, Purdue University
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Yunfeng Chen, Purdue University Jiansong Zhang, Purdue University |
TRBAM-21-03752 |
An Interactive Web App for the Sharing and Visualization of Traffic Simulation Results
Haowen Xu, Oak Ridge National Laboratory
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Chieh (Ross) Wang, Oak Ridge National Laboratory Anne Berres, Oak Ridge National Laboratory Tim LaClair, Oak Ridge National Laboratory |
TRBAM-21-03888 |
An Engaged Informatics Approach to Distinguishing the Last Mile Problem in Public Transit
Si Chen (sichen12@illinois.edu), University of Illinois, Urbana-Champaign
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Brian Deal, University of Illinois, Urbana-Champaign Shaowen Wang, University of Illinois, Urbana-Champaign Julie Cidell, University of Illinois, Urbana-Champaign |
TRBAM-21-03911 |
Novel Network-Scale Traffic Sensing Approach Using Multi-camera Object Tracking and Re-Identification
Hao Yang, University of Washington
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Meixin Zhu, University of Washington Ruimin Ke, University of Washington Chenxi Liu, University of Washington Yinhai Wang (yinhai@uw.edu), University of Washington |
TRBAM-21-04114 |
IoT System for Real-Time Near-Crash Detection for Automated Vehicle Testing
Ruimin Ke, University of Washington
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Zhiyong Cui, University of Washington Yanlong Chen, University of Tokyo Meixin Zhu, University of Washington Yinhai Wang (yinhai@uw.edu), University of Washington |
TRBAM-21-04141 |
Cloud- versus Server-based Virtual Sensor Network based on 511 Traffic Video Streams: An Experiment with an Enhanced Spatial-Temporal-Map based Platform
Yi Ge, Rutgers University, New Brunswick
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Peter Jin, Rutgers University Tianya Zhang, Rutgers University, New Brunswick Jonathan Martinez, Rutgers University |
TRBAM-21-04367 |
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