Rchr
J-GLOBAL ID：200901034930838314
Update date: Apr. 10, 2024
Hayashida Morihiro
ハヤシダ モリヒロ | Hayashida Morihiro
Affiliation and department：
Job title：
Professor
Homepage URL (1)：
https://hayashida.matsue-ct.ac.jp/
Research field (2)：
Biological, health, and medical informatics
, Intelligent informatics
Research keywords (3)：
Computational Biology
, Machine Learning
, Discrete Mathematics
Research theme for competitive and other funds (10)：
- 2019 - 2023 タンパク質立体構造の進化的保存部位の解析と機能予測への応用
- 2016 - 2020 Development of protein function prediction methods with global substructures and interaction stochastic models
- 2016 - 2019 Probability theory and statistics on a noncommutative topological monoid of strings and their application to bioremediation
- 2014 - 2019 An Approach to Novel Structure Design by Combining Discrete Methods and Statistical Methods
- 2014 - 2017 Statistical theory for string data analysis and its application to computational biochemistry
- 2012 - 2016 Development of protein interaction prediction methods by modeling protein substructures
- 2010 - 2015 An Approach to Novel Structural Design by Combining Discrete Methods and Kernel Methods
- 2009 - 2012 Global extractionand analysis of protein tertiary structure patterns
- 2007 - 2009 New Methods for Designing Chemical Structures Using Graph Theory and Kernel Methods
- 2004 - 2006 Pattern Matching Methods for Structured Data in Bioinformatics
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Papers (79)：
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Hitoshi Koyano, Morihiro Hayashida. Volume formula and growth rates of the balls of strings under the edit distances. Applied Mathematics and Computation. 2023. 458. 128202-128202
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川見昌春, 加藤健一, 林田守広, 高見昭康. 新型コロナウィルス禍における学生寮点呼の見直しと点呼システムの新規開発およびその効果について. 日本高専学会誌. 2022. 27. 3. 1-7
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Fuyi Li, Jinxiang Chen, Zongyuan Ge, Ya Wen, Yanwei Yue, Morihiro Hayashida, Abdelkader Baggag, Halima Bensmail, Jiangning Song. Computational prediction and interpretation of both general and specific types of promoters in Escherichia coli by exploiting a stacked ensemble-learning framework. Briefings in Bioinformatics. 2021. 22. 2. 2126-2140
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Morihiro Hayashida, Hitoshi Koyano, Jose C. Nacher. Measuring the Similarity of Proteomes using Grammar-based Compression via Domain Combinations. Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) - Volume 3: BIOINFORMATICS(BIOINFORMATICS). 2020. 117-122
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Hitoshi Koyano, Morihiro Hayashida, Tatsuya Akutsu. Optimal string clustering based on a Laplace-like mixture and EM algorithm on a set of strings. Journal of Computer and System Sciences. 2019. 106. 94-128
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Lectures and oral presentations (92)：
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整数線形計画法による文字列の集合上の確率分布における中心文字列探索の高速化の一検討
(情報処理学会研究報告 2023)
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Sentence BERT を用いた有価証券報告書からの企業の事業内容の比較
(情報処理学会研究報告 2023)
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敵対的生成ネットワークとグラフ畳み込みニューラルネットワークを用いた遺伝子発現データからの肺がん予測
(情報処理学会研究報告 2023)
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整数線形計画法による文字列の集合上の確率分布における中央文字列探索の高速化
(情報処理学会第84回全国大会講演論文集 2022)
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畳み込みオートエンコーダを用いたタンパク質構造モチーフ探索の一検討
(情報処理学会第84回全国大会講演論文集 2022)
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Works (1)：
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stringsphere
林田守広, 小谷野仁 2018 -
Education (3)：
- 2002 - 2005 Kyoto University Graduate School of Informatics Department of Intelligence Science and Technology
- 2000 - 2002 The University of Tokyo School of Science Department of Information Science
- - 2000 The University of Tokyo Faculty of Science Department of Information Science
Professional career (1)：
Work history (3)：
- 2022/04 - 現在 National Institute of Technology, Matsue College Department of Electrical Engineering and Computer Science
- 2017/04 - 2022/03 National Institute of Technology, Matsue College Department of Electrical Engineering and Computer Science
- 2005/04 - 2017/03 Kyoto University Institute for Chemical Research
Awards (2)：
- 2014/03 - Information Processing Society of Japan IPSJ Yamashita SIG Research Award
- 2000/07 - 画像の認識・理解シンポジウムMIRU2000 最優秀論文賞
Association Membership(s) (2)：
The Institute of Electronics, Information and Communication Engineers
, Information Processing Society of Japan
