IEICE Communications Express
Online ISSN : 2187-0136
ISSN-L : 2187-0136
A new disaster recognition algorithm for ERESS: Buffering and Bagging-SVM with the grid method
Kazuya MoriTomotaka WadaKazuhiro Ohtsuki
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2020 Volume 9 Issue 8 Pages 371-376

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Abstract

Recently, various disasters such as terrorism as well as natural disasters have occurred. We have developed the evacuation support system named as Emergency Rescue Evacuation Support System (ERESS) to reduce the victims. This network system consists of mobile terminals, recognizes disasters through various sensors, and presents appropriate evacuation routes. In this paper, we propose a method to recognize disasters immediately and accurately by using Support Vector Machine (SVM) and location information. This method uses two different SVM algorithms that are Buffering and Bagging-SVM to analyze owner behavior and recognize disasters. We show the validity of the proposed method by panic-type experiments and simulations.

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© 2020 The Institute of Electronics, Information and Communication Engineers
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