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Associate Professor
FGSS

Title : Assocciate Professor
Degree : Ph.D. (science)
Expertise : Biology, Bio-informatics, Computer science
e-mail : manabu@yamaguchi-u.ac.jp
Another Website : Researchmap

Manabu SUGII（杉井　学）

I graduated from the Department of Biology, Faculty of Science, Yamaguchi University in 1996, then obtained a doctorate degree (science) from the Graduate School of Science and Engineering, Yamaguchi University in 2001 for my research on regulatory factors for cellular division that exist in Tetrahymena ciliates. From 2001 I was involved in research on gene expression profiling and recombinants for Chlamydophila pneumoniae at a teaching unit in the Department of Reproductive, Pediatric and Infectious Science, Faculty of Medicine and Health Sciences, Yamaguchi University as an Adjunct Professor. Then in 2002 I was hired as an Assistant at the Media and Information Technology Center, Organization for Academic Information, Yamaguchi University. I was involved in analyzing genetic information through the use of machine learning, developing an email filtering system, and developing an e-learning system, before rising to the rank of Assistant Professor in 2006. I relocated for one year to the University of Gottingen as a Guest Researcher in 2011, where I worked on computer simulations of cell division cycles using Petri nets. Afterwards, in 2015 I transferred to the Faculty of Global and Science Studies, Yamaguchi University.
  1. Seiya Temma, Manabu Sugii, Hiroshi Matsuno, The Document Similarity Index based on the Jaccard Distance for Mail Filtering, The 34th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC2019), Proceedings, pp.867-870, 2019.
  2. Seiya Temma, Manabu Sugii, Hiroshi Matsuno, Searching Attribute Information for Mail Filtering based on Text Mining, The 33th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC2018), Proceedings, pp.596-599, 2018.
  3. Masashi Kubota, Koumei Arima, Ayaka Sugii, Manabu Sugii, Hiroshi Matsuno, Simulasion Analysis of Diauxic Shift in Escherichia coli using a Large Scale Metabolic Network Model, The 33th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC2018), Proceedings, pp.584-587, 2018.
  4. 久保田　将、有馬　孔明、杉井　文香、杉井　学、松野　弘嗣, 大域的代謝モデルを用いた大腸菌ジオキシー現象のシミュレーション解析, IEICE Technical Report:MSS2017-85, 2018-03, pp.341-346, 2018.
  5. 天満　誠也、杉井　学、松野　弘嗣, メールフィルタのためのテキストマイニングを用いた属性情報の探索, IEICE Technical Report:MSS2017-82, 2017-03, pp.27-30, 2018.
  6. Manabu Sugii, Nozomi Fujii, Hiroshi Matsuno, An Effect of Word Order for Mail Classification by Bayesian Method, The 32th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC2017), Proceedings, pp.231-234, 2017.
  7. Masashi Kubota, Manabu Sugii, Hiroshi Matsuno, Behavior Analysis on Boolean and ODE models for Extension og Genetic Toggle Switch from Bi-stable to Tri-stable, International Conferrence on Artificial Life and Robotics, pp.502-506, 2017.
  8. Manabu Sugii, Masashi Kubota and Hiroshi Matsuno, Computational Models for the Design of Artificial Genetic Circuits of RS- and JK-FlipFlops, The 31th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC2016), Proceedings, pp.277-280, 2016.
  9. Manabu Sugii and Hiroshi Matsuno, Extension of Artificial Genetic Circuits with Mathematical Analysis, The 30th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC2015), Proceedings, pp.230-233, 2015.
  10. Manabu Sugii, Keisuke Kawano, Adrien Faure Hiroshi Matsuno, A Mathematical Analysis of the Behavior of Genetic Toggle Switch, The 29th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC2014), Proceedings, pp.845-848, 2014.
  11. Yuuki Kodama, Haruo Suzuki, Hideo Dohra, Manabu Sugii, Tatsuya Kitazume, Katsushi Yamaguchi, Shuji Shigenobu, Masahiro Fujishima, Comparison of gene expression of Paramecium bursaria with and without Chlorella variabilis symbionts, BMC Genomics (15),183, 2014.
  12. Manabu Sugii, Edgar Wingender, Hiroshi Matsuno, Petri Net Modeling of Oscillatory Processes in the Activation of Cell Cycle Proteins, The 28th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC2013), Proceedings, pp.76-79, 2013
  13. 山口　博之、角　朝香、杉井　学、松野　浩嗣, ベイジアン方式と機械学習の併用によるスパムメールフィルタリング, 情報処理学会論文誌, 54(2), pp.1002-1011, 2013
  14. 山口　博之、角　朝香、杉井　学、松野　浩嗣, ベイジアン方式と機械学習を併用したスパムメールフィルタの検討, 情報処理学会論文誌, 11, pp.155-160, 2010
  15. M. Sugii, T. Kusakano, S. Kado, H. Matsuno, Performance Evaluation of Two e-mail Filtering Systems with Different Machine Learning Techniques, The 23th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC2009), Proceedings,pp.556-558, 2009
  16. M. Sugii, R. Okada, H. Matsuno, S. Miyano, Performance Improvement in Protein N-Myristoyl Classification by BONSAI with Insignificant Indexing Symbol, Genome Informatics Series Vol.18, ISSN: 0919-9454, Imperial College Press, 277-286, 2007.
  17. 久長　穣、杉井　学、長　篤志、三池　秀敏, 希望者に対応した迷惑メール対策と効果：山口大学における実施事例, DSM シンポジウム, 13, pp.53-58, 2007.
  18. 久長　穣、杉井　学、長　篤志、三池　秀敏, 大学における迷惑メール対応のあり方：利用者毎のオンデマンド対策の効果, 学術情報処理研究, pp.11 5-13, 2007.
  19. 呉　靭、乾　秀行、杉井　学、松野　浩嗣, 言語研究のためのGISデータの生成について(Ethnologue GIS データを言語特徴の地図化に用いる一手法), 人文科学とコンピュータシンポジウム論文集, pp.253-258, 2007.
  20. 杉井 学、小柏 香穂理、 因幡 哲男、 王 躍、 市川 哲彦、 永井 好和、 糸長 雅弘, 情報セキュリティ教育のためのeラーニング教材の開発について, 山口大学教育学部附属教育実践センター研究紀要, (23), pp.181-190, 2007.
  21. Okada, R., Sugii, M., Matsuno, H., and Miyano, S., Machine learning prediction of amino acid patterns in protein N-myristoylation, Pattern Recognition in Bioinformatics (LNBI 4146), pp.4-14, 2006.
  22. 杉井　学, 言語分布地図を扱うGIS構築, 一般言語学論叢, 9, pp.41-44, 2002.
  23. 杉井　学、白井　睦訓, 肺炎クラミジア封入体膜タンパク質(Inc protein)の機能解析, 山口医学, 51(3), 88, 2002.
  24. M. sugii, M. Fujishima, Purification of GVBD-Inducing Protein from the Ciliate Tetrahymena thermophile, J Eukaryot Microbiol., 48(4), Jul-Aug 2001, 414-24.
  25. Eriko Oosaki, Manabu Sugii, and Masahiro Fujishima, Purification of GVBD-inducing protein from the ciliate Tetrahymena pyriformis, Europ. J. Protistol., 36, December 29 2000, 459-464.
  26. 杉井　学, 繊毛虫を用いた一般循環水中のLegionella等の雑菌除去処理法の開発, ベンチャービジネスラボラトリー年報, 2000.
  27. 杉井　学, 繊毛虫を用いた一般循環水中のLegionella等の雑菌除去処理法の開発, ベンチャービジネスラボラトリー年報, 1999.
  1. Advanced Intelligence Analysis Engineering
  2. Ecology
  3. The Biological World
  4. Introduction to Mechatoronics
  5. Library Information Technologies
  6. Fundamentals on Computer Programming using C language
  7. Information Literacy Seminar
  8. Information and Communication Technology I and II
  9. Introductory Seminar
  10. Yamaguchi and the World
  11. Seminar in Problem Solving and Critical Thinking
  12. Biodiversity I and II
  13. Biotechnology I and II
  14. The Global Environment and Sustainability
  15. Science, Technology, and Risk Communication
  16. Presentation skill
  17. Project-type Problem Solving Research
  1. 迷惑メールのフィルタ機能を有する電子メールシステム（特許第4686724号）
  2. 肺炎クラミジアのIncA2蛋白質、クラミジアのInc蛋白質群およびその利用方法（特開2006-273805号）
  3. 肺炎クラミジアのＤＮＡマイクロアレイ、肺炎クラミジア感染の有無を検査する方法および薬物のスクリーニング方法（特開2003-310257号）
FGSS
Manabu Sugii

Faculty of Global and Science Studies

The Faculty of Global and Science Studies has students acquire broad-ranging knowledge and the ability to apply it, while also instilling in them fundamental perspectives, methodologies, and knowledge through courses designed to give them a basic understanding of science and technology, which is indispensable in modern society.

YAMAGUCHI UNIV.
Yamaguchi University

Yamaguchi University

Yamaguchi University encourages and promotes originality and creativity in research thereby creating new knowledge and intellectual property.

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Contact Details

  • manabu@yamaguchi-u.ac.jp
  • 1677-1 Yoshida, Yamaguchi city,
    Yamaguchi pref. 753-8541,
    JAPAN