Machine Learning-enabled Adaptive Air Traffic Recommendation System for Disaster Evacuation

Yupeng Yang; Kai Zhang; Houbing Song; Dahai Liu

doi:10.1109/DASC52595.2021.9594435

Machine Learning-enabled Adaptive Air Traffic Recommendation System for Disaster Evacuation

Yupeng Yang, Kai Zhang, Houbing Song, Dahai Liu

Embry-Riddle Aeronautical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	40th Digital Avionics Systems Conference, DASC 2021 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665434201
DOIs	https://doi.org/10.1109/DASC52595.2021.9594435
State	Published - 2021
Externally published	Yes
Event	40th IEEE/AIAA Digital Avionics Systems Conference, DASC 2021 - San Antonio, United States Duration: Oct 3 2021 → Oct 7 2021

Publication series

Name	AIAA/IEEE Digital Avionics Systems Conference - Proceedings
Volume	2021-October
ISSN (Print)	2155-7195
ISSN (Electronic)	2155-7209

Conference

Conference	40th IEEE/AIAA Digital Avionics Systems Conference, DASC 2021
Country/Territory	United States
City	San Antonio
Period	10/3/21 → 10/7/21

ASJC Scopus Subject Areas

Aerospace Engineering
Electrical and Electronic Engineering

Keywords

Air Traffic Management
Evacuation
Graph Matching
Machine Learning
Reinforcement Learning

Access to Document

10.1109/DASC52595.2021.9594435

Cite this

Yang, Y., Zhang, K., Song, H., & Liu, D. (2021). Machine Learning-enabled Adaptive Air Traffic Recommendation System for Disaster Evacuation. In 40th Digital Avionics Systems Conference, DASC 2021 - Proceedings (AIAA/IEEE Digital Avionics Systems Conference - Proceedings; Vol. 2021-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/DASC52595.2021.9594435

Machine Learning-enabled Adaptive Air Traffic Recommendation System for Disaster Evacuation. / Yang, Yupeng; Zhang, Kai; Song, Houbing et al.
40th Digital Avionics Systems Conference, DASC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. (AIAA/IEEE Digital Avionics Systems Conference - Proceedings; Vol. 2021-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yang, Y, Zhang, K, Song, H & Liu, D 2021, Machine Learning-enabled Adaptive Air Traffic Recommendation System for Disaster Evacuation. in 40th Digital Avionics Systems Conference, DASC 2021 - Proceedings. AIAA/IEEE Digital Avionics Systems Conference - Proceedings, vol. 2021-October, Institute of Electrical and Electronics Engineers Inc., 40th IEEE/AIAA Digital Avionics Systems Conference, DASC 2021, San Antonio, United States, 10/3/21. https://doi.org/10.1109/DASC52595.2021.9594435

@inproceedings{81c665e318a341529770951cf632b2b9,

title = "Machine Learning-enabled Adaptive Air Traffic Recommendation System for Disaster Evacuation",

keywords = "Air Traffic Management, Evacuation, Graph Matching, Machine Learning, Reinforcement Learning",

author = "Yupeng Yang and Kai Zhang and Houbing Song and Dahai Liu",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 40th IEEE/AIAA Digital Avionics Systems Conference, DASC 2021 ; Conference date: 03-10-2021 Through 07-10-2021",

year = "2021",

doi = "10.1109/DASC52595.2021.9594435",

language = "English",

series = "AIAA/IEEE Digital Avionics Systems Conference - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "40th Digital Avionics Systems Conference, DASC 2021 - Proceedings",

}

TY - GEN

T1 - Machine Learning-enabled Adaptive Air Traffic Recommendation System for Disaster Evacuation

AU - Yang, Yupeng

AU - Zhang, Kai

AU - Song, Houbing

AU - Liu, Dahai

PY - 2021

Y1 - 2021

KW - Air Traffic Management

KW - Evacuation

KW - Graph Matching

KW - Machine Learning

KW - Reinforcement Learning

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U2 - 10.1109/DASC52595.2021.9594435

DO - 10.1109/DASC52595.2021.9594435

M3 - Conference contribution

AN - SCOPUS:85122792532

T3 - AIAA/IEEE Digital Avionics Systems Conference - Proceedings

BT - 40th Digital Avionics Systems Conference, DASC 2021 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 40th IEEE/AIAA Digital Avionics Systems Conference, DASC 2021

Y2 - 3 October 2021 through 7 October 2021

ER -

Machine Learning-enabled Adaptive Air Traffic Recommendation System for Disaster Evacuation

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this