HAYASHIDA Morihiro

J-GLOBAL         Last updated: Jul 3, 2019 at 09:46
 
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Name
HAYASHIDA Morihiro
Affiliation
National Institute of Technology,Matsue College
Section
Department of Electrical Engineering and Computer Science
Job title
Assistant Professor
Degree
Doctor of Informatics

Research Interests

 
 

Research Areas

 
 

Education

 
 
 - 
2002
Information Science, Graduate School, Division of Science, The University of Tokyo
 
 
 - 
2000
Information Science, Faculty of Science, The University of Tokyo
 

Published Papers

 
Bao Y, Hayashida M, Liu P, Ishitsuka M, Nacher JC, Akutsu T
Journal of computational biology : a journal of computational molecular cell biology   25(10) 1071-1090   Oct 2018   [Refereed]
Wang J, Yang B, Leier A, Marquez-Lago TT, Hayashida M, Rocker A, Zhang Y, Akutsu T, Chou KC, Strugnell RA, Song J, Lithgow T
Bioinformatics (Oxford, England)   34(15) 2546-2555   Aug 2018   [Refereed]
Mori T, Ngouv H, Hayashida M, Akutsu T, Nacher JC
BMC systems biology   12(Suppl 1) 37   Apr 2018   [Refereed]
Ruan P, Hayashida M, Akutsu T, Vert JP
BMC bioinformatics   19(Suppl 1) 39   Feb 2018   [Refereed]
Nakajima N, Hayashida M, Jansson J, Maruyama O, Akutsu T
PloS one   13(4) e0195545   Apr 2018   [Refereed]

Misc

 
Optimal string clustering based on a laplace-like mixture and EM algorithm on a topological monoid of strings
KOYANO Hitoshi, HAYASHIDA Morihiro, AKUTSU Tatsuya
The 1st IMA Conference on Theoretical and Computational Discrete Mathematics      Mar 2016
Integer linear programming approach to median and center strings for a probability distribution on a set of strings
HAYASHIDA Morihiro, KOYANO Hitoshi
The 7th International Conference on Bioinformatics Models, Methods and Algorithms      Feb 2016
Online learning approach to prediction of protein-protein interaction strengths
HAYASHIDA Morihiro, KAMADA Mayumi, KOYANO Hitoshi
The 9th International Conference on Systems Biology      Aug 2015
小谷野 仁, 林田 守広, 阿久津 達也
電子情報通信学会技術研究報告 = IEICE technical report : 信学技報   115(111) 15-20   Jun 2015
小谷野 仁, 林田 守広, 阿久津 達也
電子情報通信学会技術研究報告 = IEICE technical report : 信学技報   115(112) 131-136   Jun 2015

Conference Activities & Talks

 
Convolutional neural network approach to lung cancer classification integrating protein interaction network and gene expression profiles
MATSUBARA Teppei, OCHIAI Tomoshiro, HAYASHIDA Morihiro, AKUTSU Tatsuya, NACHER Jose
The 18th IEEE International Conference on Bioinformatics and BioEngineering   29 Oct 2018   
Analyzing order of domains in grammar-based compression of proteomes
HAYASHIDA Morihiro, ISHIBASHI Kousei, KOYANO Hitoshi
The 24th International Conference on Parallel and Distributed Processing Techniques and Applications   30 Jul 2018   
Grammar-based compression for directed and undirected generalized series-parallel graphs using integer linear programming
HAYASHIDA Morihiro, KOYANO Hitoshi, AKUTSU Tatsuya
The 9th International Conference on Bioinformatics Models, Methods and Algorithms   20 Jan 2018   
ncRNA-disease association prediction based on sequence information and tripartite network
MORI Takuya, NGOUV Hayliang, HAYASHIDA Morihiro, AKUTSU Tatsuya, NACHER Jose
The 16th Asia Pacific Bioinformatics Conference   17 Jan 2018   
Improving prediction of heterodimeric protein complexes using combination with pairwise kernel
RUAN Peiying, HAYASHIDA Morihiro, AKUTSU Tatsuya, VERT Jean-Philippe
The 28th International Conference on Genome Informatics   1 Nov 2017   
Improving conditional random field model for prediction of protein-RNA residue-base contacts
HAYASHIDA Morihiro, OKADA Noriyuki, KAMADA Mayumi, KOYANO Hitoshi
The 11th International Conference on Computational Systems Biology   20 Aug 2017   
Predicting strengths of protein-protein interactions through online regression algorithms
HAYASHIDA Morihiro, KAMADA Mayumi, KOYANO Hitoshi
The 23rd International Conference on Parallel and Distributed Processing Techniques and Applications   17 Jul 2017   
Host-pathogen protein interaction prediction based on local topology structures of a protein interaction network
JINDALERTUDOMDEE Jira, HAYASHIDA Morihiro, SONG Jiangning, AKUTSU Tatsuya
IEEE 16th International Conference on Bioinformatics and BioEngineering   31 Oct 2016   
Optimal string clustering based on a laplace-like mixture and EM algorithm on a topological monoid of strings
KOYANO Hitoshi, HAYASHIDA Morihiro, AKUTSU Tatsuya
The 1st IMA Conference on Theoretical and Computational Discrete Mathematics   23 Mar 2016   
Integer linear programming approach to median and center strings for a probability distribution on a set of strings
HAYASHIDA Morihiro, KOYANO Hitoshi
The 7th International Conference on Bioinformatics Models, Methods and Algorithms   22 Feb 2016   
Online Learning Approach to Prediction of Protein-protein Interaction Strengths
HAYASHIDA Morihiro, KAMADA Mayumi, KOYANO Hitoshi
The 9th International Conference on Systems Biology   22 Aug 2015   
Probability Theory on a Topological Monoid of Strings and Its Application to Statistical Machine Learning
KOYANO Hitoshi, HAYASHIDA Morihiro
International Conference on Recent Advances in Pure and Applied Mathematics   7 Nov 2014   
Measuring the Similarity of Protein Structures Using Image Local Feature Descriptors SIFT and SURF
HAYASHIDA Morihiro, KOYANO Hitoshi, AKUTSU Tatsuya
The 8th International Conference on Systems Biology   26 Oct 2014   
Parallelization of Enumerating Tree-like Chemical Compounds by Breadth-first Search Order
HAYASHIDA Morihiro, JINDALERTUDOMDEE Jira, ZHAO Yang, AKUTSU Tatsuya
The 8th International Conference on Systems Biology   25 Oct 2014   
Prediction of Heterotrimeric Protein Complexes by Two-phase Learning Using Neighboring Kernels
RUAN Peiying, HAYASHIDA Morihiro, MARUYAMA Osamu, AKUTSU Tatsuya
The 12th Asia Pacific Bioinformatics Conference   17 Jan 2014   
Breadth-first Search Approach to Enumeration of Tree-like Chemical Compounds
ZHAO Yang, HAYASHIDA Morihiro, JINDALERTUDOMDEE Jira, NAGAMOCHI Hiroshi, AKUTSU Tatsuya
The 24th International Conference on Genome Informatics   18 Dec 2013   
Proteome Compression via Protein Domain Compositions
HAYASHIDA Morihiro, RUAN Peiying, AKUTSU Tatsuya
2013 IEEE Conference on Systems Biology   Aug 2013   
Inferring Strengths of Protein-protein Interactions Using Support Vector Regression
SAKUMA Yusuke, KAMADA Mayumi, HAYASHIDA Morihiro, AKUTSU Tatsuya
The 2013 International Conference on Parallel and Distributed Processing Techniques and Applications   Jul 2013   
Finding Conserved Regions in Protein Structures Using Support Vector Machines and Structure Alignment
AKUTSU Tatsuya, HAYASHIDA Morihiro, TAMURA Takeyuki
The 7th IAPR International Conference on Pattern Recognition in Bioinformatics   8 Nov 2012   
Predicting protein-RNA residue-base contacts using two-dimensional conditional random field
M. Hayashida; M. Kamada; J. Song; T. Akutsu
2012 IEEE 6th International Conference on Systems Biology, ISB 2012   2012   

Research Grants & Projects

 
Estimating interaction parts of proteins, and these interactions.
Analysis of biological network from the point of view of random graph theory
Project Year: 2004