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J-GLOBAL ID:200901057720190001   Update date: Sep. 15, 2024

Shinobu Nagayama

ナガヤマ シノブ | Shinobu Nagayama
Affiliation and department:
Job title: Professor
Research field  (1): Information theory
Research keywords  (13): 機械学習に基づく高速異常検知システムの開発 ,  Development of Network Intrusion Detection Hardware Based on Machine Learning ,  Development of Design Automation Tools for Index Generation Functions ,  regular expression matching using decision diagrams ,  analysis and diagnosis of multi-state systems using multiple-valued decision diagrams ,  Design Automation (DA) ,  Computer Aided Design (CAD) ,  numerical function generator ,  software synthesis ,  Decision Diagram (DD) ,  Logic simulator ,  論理設計 ,  多値論理
Research theme for competitive and other funds  (35):
  • 2023 - 2027 地方でのスマートファクトリー推進を目的とした良品・不良品の高速判定システムの開発
  • 2019 - 2023 Development of a Self Machine Learning System for Fast Detection of Intrusions to Next Generation in-Vehicle Network
  • 2018 - 2020 情報科学研究科博士前期課程の定員充足率の向上に関する調査研究
  • 2017 - 2020 Research on EdTech for learning computer design technologies
  • 2018 - 2019 「Smart Factory推進Mgr養成コース」e-Learningカリキュラム
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Papers (194):
  • Jon T. Butler, Tsutomu Sasao, Shinobu Nagayama. Enumeration of Symmetric Boolean Functions by Sensitivity. Reed-Muller 2023 Workshop. 2023
  • Shinobu Nagayama, Tsutomu Sasao, Jon T, Bu. Decomposition-Based Representation of Symmetric Multiple-Valued Functions. IEEE International Symposium on Multiple-Valued Logic. 2023
  • Shohei Wakasaki, Shinobu Nagayama, Masato Inagi, Shin'ichi Wakabayashi, Rie Kometani, Yo Muneta. Experimental Evaluation on Anomaly Detection Using Multiple-Valued Decision Trees in an HSI. 32nd International Workshop on Post-Binary ULSI Systems. 2023
  • Masahiro Yamamoto, Masato Inagi, Shinobu Nagayama. A Feature Vector Considering Characteristics of Optical System for Lithography Hotspot Detection. IEICE technical report. 2023. 122. 402. VLD2022-81, 49-54
  • Gaku Kataoka, Masahiro Yamamoto, Masato Inagi, Shinobu Nagayama, Shin'ichi Wakabayashi. Feature Vectors Based on Wire Width and Distance for Lithography Hotspot Detection. IPSJ Transactions on System LSI Design Methodology. 2023. 16. 2-11
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MISC (8):
  • Polynomial approximations of discrete data for FPGA implementation. 2009. 71. 177-178
  • SATO Tomoaki, INAGI Masato, NAGAYAMA Shinobu, WAKABAYASHI Shin'ichi. Development and Evaluation of a Parallel Floorplanning Method Based on Multithreading. 2009. 71. 181-182
  • WAKABA Yoichi, KAWANAKA Yosuke, NAGAYAMA Shinobu, INAGI Masato, WAKABAYASHI Shin'ichi. Development of a Network Intrusion Detection System for Snort Rules. 2009. 71. 0. 117-118
  • SHIMAZU Takayoshi, WAKABAYASHI Shin'ichi, NAGAYAMA Shinobu. A Parallel Multistage Metaheuristic Algorithm for VLSI Floorplanning. IPSJ SIG Notes. 2007. 2007. 64. 49-52
  • NAGAYAMA Shinobu, SASAO Tsutomu, BUTLER Jon T. Programmable Numerical Function Generators Based on Quadratic Approximation : Architecture and Synthesis Method. IEICE technical report. 2006. 105. 517. 25-30
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Patents (2):
  • Analysis Method and Analysis Machine for Multi-State Systems
  • Diagnosis Method and Diagnosis Machine for Multi-State Systems
Books (3):
  • Fast Network Intrusion Detection Systems
    Cambridge Scholars Publishing 2016
  • Applications of Zero-Suppressed Decision Diagrams
    MORGAN & CLAYPOOL PUBLISHERS 2014
  • Research for Development of Flexible Dedicated Circuits
    一般社団法人 情報処理学会 2011
Lectures and oral presentations  (100):
  • On Decision Diagrams for Maximally Asymmetric Functions
    (IEEE International Symposium on Multiple-Valued Logic 2022)
  • Improvement in the Quality of Solutions of a Heuristic Linear Decomposer for Index Generation Functions
    (IEEE International Symposium on Multiple-Valued Logic 2021)
  • On a Generation Method of Benchmark Maximally Asymmetric Functions
    (29th International Workshop on Post-Binary ULSI Systems 2020)
  • On Optimum Linear Decomposition of Symmetric Index Generation Functions
    (IEEE International Symposium on Multiple-Valued Logic 2020)
  • Proposal of Decision and Generation Methods for Maximally Asymmetric Multiple-Valued Functions
    (第43回 多値論理フォーラム 2020)
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Education (4):
  • 2002 - 2004 Kyushu Institute of Technology Graduate School, Division of Information Engineering 情報システム専攻
  • 2000 - 2002 Meiji University Graduate School, Division of Science and Engineering 基礎理工学専攻
  • 2000 - 2002 Meiji University Graduate School, Division of Science and Engineering 基礎理工学専攻
  • 1996 - 2000 Meiji University Faculty of Science and Engineering Dept. of Computer Science
Professional career (2):
  • 博士(情報工学) (九州工業大学)
  • Ph.D in Computer Engineering (Kyushu Institute of Technology)
Work history (6):
  • 2016/04/01 - Hiroshima City University Graduate School of Information Sciences Dept. of Computer and Network Engineering Professor
  • 2010/04/01 - 2016/03/31 Hiroshima City University Graduate School of Information Sciences Dept. of Computer and Network Engineering Associate Professor
  • 2008/04/01 - 2010/03/31 Hiroshima City University Graduate School of Information Sciences Dept. of Computer and Network Engineering Lecturer
  • 2005/04/01 - 2008/03/31 Hiroshima City University Faculty of Information Sciences Dept. of Computer Engineering Research Associate (Assistant Professor)
  • 2005/04/01 - 2008/03/31 Hiroshima City University Faculty of Information Sciences Dept. of Computer Engineering Research Associate (Assistant Professor)
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Committee career (133):
  • 2023/04 - 2027/03 情報処理学会 論文誌TSLDM 編集委員
  • 2023/03 - 2025/03 ASPDAC2025 Organizing Committee Member (Publication Chair)
  • 2023/04 - 2024/03 沼田高等学校 学校協力者会議評価部会 協力者会議評価部会委員
  • 2022/01/20 - 2023/12/31 IEEE Computer Society, Technical Committee on Multiple-Valued Logic Secretary/Web Editor
  • 2022/01/01 - 2023/12/31 IEEE Circuits and Systems Society Japan Joint Chapter Secretary
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Awards (33):
  • 2021/03/17 - Faculty of the Year Award, 2020
  • 2020/03/25 - Faculty of the Year Special Award, 2019
  • 2020/03/25 - Faculty of the Year Award, 2019
  • 2019/05/22 - Outstanding Contributed Paper Award, 48th IEEE ISMVL
  • 2019/03/20 - Faculty of the Year Award, 2018
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Association Membership(s) (5):
IEICE ,  IEEE ,  IPS ,  Japan Research Group of Multiple-Valued Logic ,  ACM
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