YAMAMOTO Naoki

ヤマモトナオキ | YAMAMOTO Naoki

Affiliation and department：
Job title： Professor

Research field (2)： Statistical science , Learning support systems

Research keywords (6)： Learning contents , Mathematical puzzle , Data mining , Multivariate analysis , Digital signal processing , Numerical calculation

Research theme for competitive and other funds (5)：

2020 - 2023 テンソル分解計算法の改良とそれを用いた多次元データ処理教育コンテンツ作成に関する研究
2018 - 2021 R言語による理工系学生用の大規模データ処理・分析の教育支援ソフト開発に関する研究
2014 - 2016 活動量計で計測したリハビリ患者の身体活動量とADL評価量の多次元データ因子分解法を用いた関係分析に関する研究
2001 - 2002 トラッキング火災予知のための電源線雑音の特徴分類・検出技術に関する研究
2001 - 2002 各種電気設備により電源線に生じる雑音の発生位置探索に関する研究

Papers (52)：

I. Hirata, A. Ishida, J. Murakami, N. Yamamoto. On the relation between Latin square and cubic lighting puzzle: The second part. SHOTOH SUGAKU (Journal of Elementary Mathematics, in Japanese). 2025. 100. 20-24
K. Nishimura, A. Ishida, J. Murakami, N. Yamamoto. Feature Extraction of Gait Data via PCA and Personal Identification Using Neural Networks. Proceedings of 2024 the 9th International Conference on Big Data Analytics (ICBDA2024). 2024. 258-263
N. Watanabe, A. Ishida, J. Murakami, N. Yamamoto. Solar Radiation and Weather Analysis of Meteorological Satellite Data by Tensor Decomposition. Journal of Image and Graphics. 2023. 11. 3. 271-280
A. Ishida, N. Yamamoto, J. Murakami. Analysis of Mathematics Scores in Achievement Exam of Information Technology College Students Using Covariance Structure Analysis. International Journal of Information and Education Technology. 2023. 13. 3. 417-422
A. Ishida, J. Murakami, N. Yamamoto. On the relationship between Latin square and cubic lighting puzzle: The first part. Shoto Sugaku (Journal of Elementary Mathematics, in Japanese). 2022. 94. 20-24

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MISC (17)：

村上純, 山本直樹, 石田明男. センター活動報告公開講座 R言語によるデータサイエンス入門. 熊本高等専門学校地域協働プロジェクトセンター報. 2022. 3. 17
村上純, 大石信弘, 山本直樹, 石田明男. センター活動報告公開講座 R言語によるデータサイエンス入門 R2.11.21. 熊本高等専門学校地域協働プロジェクトセンター報. 2021. 2. 14
村上純, 大石信弘, 山本直樹, 石田明男. センター活動報告公開講座 R言語によるデータサイエンス入門 R1.8.31. 熊本高等専門学校地域協働プロジェクトセンター報. 2020. 1. 15
山本直樹, 石田明男, 村上純, 岡田大幸, 坂口梨子. 3-Dパズルを用いたテンソル分解教育の取り組み. 熊本高専KOSEN4.0イニシアティブ報告書. 2019. 52
村上純, 山本直樹, 石田明男, 大石信弘, 五嶋千賀哉, トゥーグー. R言語によるアンケートデータの因果分析の公開講座の取り組み. 熊本高専KOSEN4.0イニシアティブ報告書. 2019. 52

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Books (2)：

Introduction to Multidimensional Data Analysis Using the Statistical Software R : Hypothesis Testing, Analysis of Variance, and Principal Component Analysis (in Japanese)
Nisshin Shuppan Co. Ltd., Tokyo 2017
Introduction to Data Utilization Using the Statistical Software R : Basics and Applications of Statistical Analysis (in Japanese)
Nisshin Shuppan Co. Ltd., Tokyo 2016 ISBN:9784817302533

Lectures and oral presentations (86)：

Feature Extraction and Similarity Search of Gait Data Using Tensor Decomposition (to be presented)
(2025 the 10th International Conference on Big Data Analytics (ICBDA2025, Singapore, online) 2025)
Extraction of Eyeblink Information Using Tensor Decomposition
(The 30th KOSEN Symposium in Okayama 2025)
Feature Extraction of Gait Data via PCA and Personal Identification Using Neural Networks
(2024 the 9th International Conference on Big Data Analytics (ICBDA2024, Tokyo) 2024)
Confirmatory Factor Analysis of National Institute of Technology Achievement Test (Mathematics) Results using Structural Equation Modeling
(2024 The Institute of Electronics, Information and Communication Engineers, General Conference, Higashi-Hiroshima, D-15-31 2024)
Research on Education and Applications of Tensor Data Processing
(Kumamoto KOSEN Research and Education Regional Collaboration Fair, Kumamoto, No. 12 2024)

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Education (2)：

Toyohashi University of Technology Graduate School of Engineering
Kyushu Institute of Technology Graduate School of Engineering

Professional career (2)：

Doctor of Engineering (Kyushu Institute of Technology)
Master of Engineering (Toyohashi University of Technology)

Work history (7)：

2019/04 - 現在 National Institute of Technology, Kumamoto College Faculty of Electronics and Information Systems Engineering Professor
2021/09 - 2022/03 Kumamoto University Liberal Arts Education Part-Time Lecturer of Introductory Mathematics for Social Science and the Humanities (Introduction to Statistics)
2018/04 - 2019/03 National Institute of Technology, Kumamoto College Department of Human-Oriented Information Systems Engineering Professor
2009/10 - 2018/03 National Institute of Technology, Kumamoto College Department of Human-Oriented Information Systems Engineering Associate professor
2007/04 - 2009/09 Kumamoto National College of Technology Department of Information and Communication Engineering Associate professor

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Committee career (9)：

2024/07 - 2025/03 2025 the 10th International Conference on Big Data Analytics (ICBDA2025, Singapore) Technical Committee Member
2024/08 - 2025/01 2025 6th International Conference on Advances in Education and Information Technology (AEIT2025, Fukuoka) Technical Program Committee Member
2023/08 - 2024/03 2024 the 9th International Conference on Big Data Analytics (ICBDA2024, Tokyo) Technical Committee Member
2023/07 - 2024/01 2024 5th International Conference on Advances in Education and Information Technology (AEIT2024, Nagoya) Technical Program Committee Member
2020/11 - 2020/11 2021 2nd International Conference on Advances in Education and Information Technology (AEIT2021, Chiba) Reviewer

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Awards (1)：

2019/06 - Software Engineer's Association Paper Encouragement Prize, The 39th Annual Software Symposium (SS2019) Using 3D puzzles to help understand tensor decomposition programming

Association Membership(s) (2)：

Kyushu Society for Engineering Education , The Institute of Electronics, Information and Communication Engineers

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