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Paper Abstract and Keywords
Presentation 2026-07-03 11:50
Selective inference for Change Point Detection Pipeline
Riku Oyama (NU), Tomohiro Shiraishi, Shuichi Nishino, Ichiro Takeuchi (NU/RIKEN) NC2026-11 IBISML2026-11
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we focus on time-series change point detection pipelines and propose a statistical hypothesis testing framework based on selective inference. While existing research has largely focused on testing methods specialized to a single procedure, this study establishes selective inference applicable to an entire pipeline consisting of multiple processing steps, thereby providing a theoretical guarantee of statistical reliability for the output results.
Keyword (in Japanese) (See Japanese page) 
(in English) Selective Inference / Data Analysis Pipeline / Change Point Detection / / / / /  
Reference Info. IEICE Tech. Rep., vol. 126, no. 91, IBISML2026-11, pp. 46-53, July 2026.
Paper # IBISML2026-11 
Date of Issue 2026-06-25 (NC, IBISML) 
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 NC2026-11 IBISML2026-11

Conference Information
Committee NC IBISML IPSJ-BIO IPSJ-MPS  
Conference Date 2026-07-01 - 2026-07-03 
Place (in Japanese) (See Japanese page) 
Place (in English) OIST 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IBISML 
Conference Code 2026-07-NC-IBISML-BIO-MPS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Selective inference for Change Point Detection Pipeline 
Sub Title (in English)  
Keyword(1) Selective Inference  
Keyword(2) Data Analysis Pipeline  
Keyword(3) Change Point Detection  
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1st Author's Name Riku Oyama  
1st Author's Affiliation Nagoya University (NU)
2nd Author's Name Tomohiro Shiraishi  
2nd Author's Affiliation Nagoya University/RIKEN (NU/RIKEN)
3rd Author's Name Shuichi Nishino  
3rd Author's Affiliation Nagoya University/RIKEN (NU/RIKEN)
4th Author's Name Ichiro Takeuchi  
4th Author's Affiliation Nagoya University/RIKEN (NU/RIKEN)
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Speaker Author-1 
Date Time 2026-07-03 11:50:00 
Presentation Time 25 minutes 
Registration for IBISML 
Paper # NC2026-11, IBISML2026-11 
Volume (vol) vol.126 
Number (no) no.90(NC), no.91(IBISML) 
Page pp.46-53 
#Pages 8 
Date of Issue 2026-06-25 (NC, IBISML) 

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