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Paper Abstract and Keywords
Presentation 2021-03-16 09:15
Modeling Inter-sector Air Traffic Flow and Congestion Degree Prediction
Ryosuke Mishima, Kunihiko Hiraishi (JAIST) MSS2020-49
Abstract (in Japanese) (See Japanese page) 
(in English) In 2015, the Ministry of Land, Infrastructure and Transportation have started to provide information on aircraft flying over Japan, called CARATS Open Data, and conducted research on aviation systems actively. Airspace is divided into sectors, which are used for limiting air traffic to control safely and efficiently. The demand for air transportation is increasing. By this reason, new optimization techniques and efficient control have been demanded to predict and resolve demand-capacity imbalances in the airspace. In this paper, we aim to build models by applying clustering analysis to state transition matrices generated from CARATS Open Data. In addition, we propose a method to predict congestion of sector based on Aggregate Sector Flow Model and evaluates the prediction accuracy.
Keyword (in Japanese) (See Japanese page) 
(in English) Predictive modeling / Big data / Clustering / / / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 429, MSS2020-49, pp. 27-32, March 2021.
Paper # MSS2020-49 
Date of Issue 2021-03-08 (MSS) 
ISSN Online edition: ISSN 2432-6380
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF MSS2020-49

Conference Information
Committee NLP MSS  
Conference Date 2021-03-15 - 2021-03-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) MSS, NLP, Work In Progress (MSS only), and etc. 
Paper Information
Registration To MSS 
Conference Code 2021-03-NLP-MSS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Modeling Inter-sector Air Traffic Flow and Congestion Degree Prediction 
Sub Title (in English)  
Keyword(1) Predictive modeling  
Keyword(2) Big data  
Keyword(3) Clustering  
1st Author's Name Ryosuke Mishima  
1st Author's Affiliation Japan Advanced Institute of Science and Technology (JAIST)
2nd Author's Name Kunihiko Hiraishi  
2nd Author's Affiliation Japan Advanced Institute of Science and Technology (JAIST)
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Speaker Author-1 
Date Time 2021-03-16 09:15:00 
Presentation Time 25 minutes 
Registration for MSS 
Paper # MSS2020-49 
Volume (vol) vol.120 
Number (no) no.429 
Page pp.27-32 
Date of Issue 2021-03-08 (MSS) 

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