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Paper Abstract and Keywords
Presentation 2026-06-23 10:00
Person Verification Using Intra-palm Propagation Signal -- Performance Evaluation of Various Machine Learning Classifiers --
Yura Kawakami, Yuichi Sato, Isao Nakanishi (Tottori Univ.) SIP2026-24 BioX2026-24 IE2026-24 MI2026-24
Abstract (in Japanese) (See Japanese page) 
(in English) In previous studies, 1vs1 SVM had been used for verification based on intra-palm propagation signals, which is a type of biometric verification.
Therefore, we verified which characteristics of classifiers are effective for verification using intra-palm propagation signal by using various classifiers.
We also performed the same verification for 1vsAll SVM.
As a result, it was found that classifiers with linear decision boundaries or those that refer to the distance from classes are suitable for the 1vsAll method.
Keyword (in Japanese) (See Japanese page) 
(in English) Biometrics / Intra-palm propagation signal / Nested crossvalidation / Machine learning classifiers / / / /  
Reference Info. IEICE Tech. Rep., vol. 126, no. 84, BioX2026-24, pp. 124-129, June 2026.
Paper # BioX2026-24 
Date of Issue 2026-06-15 (SIP, BioX, IE, MI) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 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 SIP2026-24 BioX2026-24 IE2026-24 MI2026-24

Conference Information
Committee ITE-IST ITE-ME IE BioX SIP MI  
Conference Date 2026-06-22 - 2026-06-23 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To BioX 
Conference Code 2026-06-IST-ME-IE-BioX-SIP-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Person Verification Using Intra-palm Propagation Signal 
Sub Title (in English) Performance Evaluation of Various Machine Learning Classifiers 
Keyword(1) Biometrics  
Keyword(2) Intra-palm propagation signal  
Keyword(3) Nested crossvalidation  
Keyword(4) Machine learning classifiers  
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1st Author's Name Yura Kawakami  
1st Author's Affiliation Tottori University (Tottori Univ.)
2nd Author's Name Yuichi Sato  
2nd Author's Affiliation Tottori University (Tottori Univ.)
3rd Author's Name Isao Nakanishi  
3rd Author's Affiliation Tottori University (Tottori Univ.)
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Speaker Author-2 
Date Time 2026-06-23 10:00:00 
Presentation Time 25 minutes 
Registration for BioX 
Paper # SIP2026-24, BioX2026-24, IE2026-24, MI2026-24 
Volume (vol) vol.126 
Number (no) no.83(SIP), no.84(BioX), no.85(IE), no.86(MI) 
Page pp.124-129 
#Pages 6 
Date of Issue 2026-06-15 (SIP, BioX, IE, MI) 

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