Yi Liu

Orcid: 0000-0003-1399-7420

Affiliations:
  • Tsinghua University, Department of Engineering Physics, Institute of Public Safety Research, Beijing, China
  • Tsinghua University, Department of Engineering Mechanics, Beijing, China (PhD 2002)


According to our database1, Yi Liu authored at least 35 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Learning Driver-Irrelevant Features for Generalizable Driver Behavior Recognition.
IEEE Trans. Intell. Transp. Syst., October, 2024

Improving real-time driver distraction detection via constrained attention mechanism.
Eng. Appl. Artif. Intell., 2024

2023
Enhancing Collaborative Emergency Management: Leveraging Blockchain Distributed Ledger for Inter-Agency Data Sharing.
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS 2023, 2023

Study on Spatiotemporal Knowledge Graph of Emergency Scenarios.
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS 2023, 2023

MFN: A Multi-hop Fusion Network for Traffic Accident Risk Prediction.
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS 2023, 2023

2021
FedURR: a federated transfer learning framework for multi-department collaborative urban risk recognition.
Proceedings of the EM-GIS '21: Proceedings of the 7th ACM SIGSPATIAL International Workshop on Emergency Management using GIS, 2021

2020
The 5th ACM SIGSPATIAL International Workshop on Safety and Resilience: EM-GIS 2019 workshop report.
ACM SIGSPATIAL Special, 2020

2019
Empirical Research on the Impact of Personalized Recommendation Diversity.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Personality effect on driving behavior.
Proceedings of the EM-GIS '19: Proceedings of the 5th ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management Chicago, 2019

Study on comfortable distance based car-following model with trajectory data.
Proceedings of the EM-GIS '19: Proceedings of the 5th ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management Chicago, 2019

2018
EM-GIS2018 workshop report the 4th ACM SIGSPATIAL international workshop on safety and resilience.
ACM SIGSPATIAL Special, 2018

Guest editorial: special issue on spatial computing in emergency management.
GeoInformatica, 2018

A Spatio-temporal Scenario Model for Emergency Decision.
GeoInformatica, 2018

How Risk Perception Affect Driving Behaviors in Disasters.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Safety and Resilience, 2018

Traffic State Estimation with Big Data.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Safety and Resilience, 2018

2017
EM-GIS2017 workshop report: the 3rd ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management.
ACM SIGSPATIAL Special, 2017

Experimental Study on Driving Behaviour.
Proceedings of the 3rd ACM SIGSPATIAL Workshop on Emergency Management using, Redondo Beach, CA, USA, November 07, 2017

2016
An integrated decision support system for emergency evacuation management.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A GIS-based urban vulnerability and emergency response research after an earthquake disaster.
Proceedings of the Second ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, 2016

A scenario-based case representation model in spatio-temporal framework.
Proceedings of the Second ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, 2016

Calibrating car-following model with trajectory data by cell phone.
Proceedings of the Second ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, 2016

Emergency Management and Smart Safety Workshop (EM-SS 2016).
Proceedings of the 17th International Digital Government Research Conference on Digital Government Research, 2016

Improving Urban Traffic Evacuation Capability in Emergency Response by Using Smart Phones.
Proceedings of the Web Technologies and Applications, 2016

2015
Agent driving behavior modeling for traffic simulation and emergency decision support.
Proceedings of the 2015 Winter Simulation Conference, 2015

2014
A Cross-Simulation Method for Large-Scale Traffic Evacuation with Big Data.
Proceedings of the Web-Age Information Management, 2014

PM2.5 Air Quality Index Prediction Using an Ensemble Learning Model.
Proceedings of the Web-Age Information Management, 2014

A Cross-Reasoning Method for Scenario Awareness and Decision-Making Support in Earthquake Emergency Response.
Proceedings of the Web-Age Information Management, 2014

Public Opinion Analysis and Crisis Response in Mass Incidents: A Case Study of a Flight Delay Event in China.
Proceedings of the Web-Age Information Management, 2014

Strategy Study on Mass Evacuation with LBS Information.
Proceedings of the Web-Age Information Management, 2014

A dynamic-data-driven driving variability modeling and simulation for emergency evacuation.
Proceedings of the 11th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2014

Development of a joint official microblog platform to improve interactive communication with the public under a centralized system.
Proceedings of the 11th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2014

2013
An urban traffic evacuation model with decision-making capability.
Proceedings of the 10th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2013

Framework design for operational scenario-based emergency response system.
Proceedings of the 10th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2013

2011
Research on the Daily Gas Load Forecasting Method Based on Support Vector Machine.
J. Comput., 2011

2010
Research on Short-Term Gas Load Forecasting Based on Support Vector Machine Model.
Proceedings of the Life System Modeling and Intelligent Computing, 2010


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