Sakurai Tetsuya

J-GLOBAL         Last updated: May 14, 2019 at 02:41
 
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Name
Sakurai Tetsuya
Affiliation
University of Tsukuba
Section
Faculty of Engineering, Information and Systems
Job title
Professor

Research Areas

 
 

Academic & Professional Experience

 
Nov 2018
   
 
President, MathDesign Co., Ltd.
 

Education

 
 
 - 
1986
Graduate School, Division of Engineering, Nagoya University
 

Committee Memberships

 
Apr 2015
 - 
May 2017
The Japan Society for Industrial and Applied Mathematics  Chief Editor of JSIAM Letters
 
Jun 2015
 - 
May 2017
The Japan Society for Industrial and Applied Mathematics  Director
 

Awards & Honors

 
Oct 2013
Best paper award of 8th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2013)
 

Published Papers

 
Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction
Imakura, Akira;Matsuda, Momo;Ye, Xiucai;Sakurai, Tetsuya
The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), (accepted)      2019   [Refereed]
局地気象シミュレーションで現れる線形方程式に対する前処理の評価
平野光・多田野寛人・櫻井鉄也・池田亮作・日下博幸;多田野寛人;櫻井鉄也;池田亮作;+日下, 博幸
日本応用数理学会2011年度年会予稿集      Sep 2011
Large Scale Spectral Clustering Using Sparse Representation Based on Hubness
Ye, Xiucai;Li, Hongmin;Sakurai, Tetsuya;Liu, Zhi
Proceeding of the IEEE International Conference on Cloud and Big Data Computing      2018   [Refereed]
Unsupervised Feature Selection for Microarray Gene Expression Data Based on Discriminative Structure Learning
Ye, Xiucai;Sakurai, Tetsuya
Journal of Universal Computer Science   24(6) 725-741   2018   [Refereed]
The analysis of microarray gene expression data to obtain useful information is a challenging problem in bioinformatics. Feature selection is an efficient computational technique in processing the analysis of high-dimensional microarray data. Due ...
Ye, Xiucai;Sakurai, Tetsuya
Intelligent Data Analysis   22(4) 751-765   2018   [Refereed]
The similarity measure for complex data may not precisely reflect the true data structure, which leads to suboptimal clustering performance for spectral clustering. In this paper, we propose a novel spectral clustering method which measures the si...

Books etc

 
2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
Ye, Xiucai; Sakurai, Tetsuya (Part:Contributor, Spectral Clustering Using Robust Similarity Measure Based on Closeness of Shared Nearest Neighbors)
IEEE   2015   ISBN:9781479919598
数値の処理と数値解析
櫻井,鉄也
放送大学教育振興会   Mar 2014   
数値計算法
櫻井, 鉄也
オーム社 オーム社    Jan 1998   
A parallel method for large scale generalized eigenvalue problems
櫻井鉄也 (Part:Supervisor)
Bulletin of the Japan SIAM Bulletin of the Japan SIAM   Jan 2003   
An Introduction to Numerical Methods with MATLAB and Scilab
櫻井鉄也
University of Tokyo Press. University of Tokyo Press.   Jan 2003   

Conference Activities & Talks

 
Unsupervised Feature Selection by Data Structure Learning [Invited]
Ye, Xiucai;Sakurai, Tetsuya
11th International Conference on Machine Learning and Computing   22 Feb 2019   
Large Scale Spectral Clustering Using Sparse Representation Based on Hubness
Ye, Xiucai; Li, Hongmin; Sakurai, Tetsuya; Liu, Zhi
IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)   7 Nov 2018   
Eigenspectrum Calculation of the O(a)-Improved Wilson-Dirac Operator in Lattice QCD Using the Sakurai-Sugiura Method
Suno, Hiroya; Nakamura, Yoshifumi; Ishikawa, Ken-Ichi; Kuramashi, Yoshinobu; Futamura, Yasunori; Imakura, Akira; Sakurai, Tetsuya
2nd International Workshop on Eigenvalue Problems - Algorithms, Software and Applications in Petascale Computing (EPASA)   14 Sep 2015   
スペクトラル特徴量スケーリングの多クラス分類問題への拡張
松田, 萌望;保國, 惠一;今倉, 暁;櫻井, 鉄也
日本応用数理学会2018年度年会, 名古屋   3 Sep 2018   
Network organization of cortical neurons across waking and sleep in naturally behaving mice
大山 薫 (Ohyama, K.);Morikuni, K. (保國 惠一);Matsumoto, S. (松本 すみ礼);Matsuda, M. (松田 萌望);Makino, Y., (牧野 裕一);McHugh, T. J.;Sakurai, T. (櫻井 鉄也);Yanagisawa, M. (柳沢 正史);Greene, R. W.;Vogt, K. E,
The 42th Annual Meeting of the Japan Neuroscience Society, Kobe, Japan   26 Jul 2018   

Research Grants & Projects

 
Development of an Eigen-Supercomputing Engine using a Post- Petascale Hierarchical Model
Project Year: Apr 2011 - Mar 2018
Parallel methods for large scale eigenvalue problems
JST Basic Research Programs (Core Research for Evolutional Science and Technology :CREST)
Development of Large Scale Molecular Orbital Calculation System on Grid
Project Year: Oct 2003 - Mar 2009

Patents

 
特願2017-113630 : 画像処理システム、評価モデル構築方法、画像処理方法及びプログラム
櫻井, 鉄也;木村宇任
特願2017-113759 : 画像処理システム、評価モデル構築方法、画像処理方法及びプログラム
櫻井, 鉄也;木村宇任
6448065 : 画像処理システム、画像処理方法及び画像処理プログラム
永田, 毅;渋木, 尚;前川, 秀正;佐野, 碧;檜作, 彰良;浅井, 剛;吉田, 貢;六角, 広介;櫻井, 鉄也;祖平, 明夫