Sano Natsuki

サノナツキ | Sano Natsuki

Affiliation and department：
Job title： Professor
Other affiliations (4)：

Ministry of Internal Affairs and Communications, Statistical Research and Training Institute
Kansai University The Research Institute for Socionetwork Strategies (RISS) Researcher
The Institute of Statistical Mathematics Risk Analysis Research Center Visiting Professor
Tokyo University of Agriculture Food Safety Research Center A Member of Steering Committee

Homepage URL (1)： http://www.tuis.ac.jp/teacher/gakubu_informatics/sa/sano/

Research field (3)： Information theory , Social systems engineering , Statistical science

Research keywords (20)： Data Science , モデリング , Multivariate Analysis , Machine Learning , NYSOL , Quality Control , R , Data Analytics , Applied Statistics , Data Mining , Pattern Recognition , Boosting , Kernelization , Privacy Preserving Data Mining , Statistical Disclosure Control , Official Statistics , Statistical Modelling , センサーネット , RFID , マーケティング

Research theme for competitive and other funds (9)：

2022 - 2025 Development of support techniques for promotion of utilization of micro data through advanced AI.
2022 - 2024 店舗内における顧客の余剰買い回り行動と購入結果の関連性に関する研究
2019 - 2021 ミクロデータの匿名化手法と有用性評価に関する研究
2016 - 2021 政府統計ミクロデータの構造化と研究利用プラットフォームの形成
2015 - 2020 質的データに対する測定方法の統計的精度評価法の確立

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Papers (51)：

Natsuki Sano, Katsutoshi Yada, Shunsuke Okamoto, Tomomichi Suzuki. Evaluation of sales areas in supermarket using Markov chain model. Proceedings of the 2024 11th Multidisciplinary International Social Networks Conference. 2024. 50-54
Natsuki Sano. Utility and Risk Evaluation of Synthetic Data by Orthogonal Transformation. The Review of Socionetwork Strategies. 2022. 16. 1. 71-79
Zne-Jung Lee, Chou-Yuan Lee, Li-Yun Chang, Natsuki Sano. Clustering and Classification Based on Distributed Automatic Feature Engineering for Customer Segmentation. Symmetry. 2021. 13. 9. 1-16
Natsuki Sano. Synthetic Data by Principal Component Analysis. Proc. of 20th IEEE International Conference on Data Mining Workshops 2020. 2020. 101-105
Natsuki SANO, Yuta HATTORI. Utility Evaluation of Global Recoding by Classification Performance of Discrimination Model. RESEARCH MEMOIR OF OFFICIAL STATISTICS. 2020. 77. 1-14

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MISC (19)：

Natsuki SANO. Utility Evaluation of Global Recoding by Classification Performance of Discrimination Model. Journal of the Japanese Society for Quality Control. 2020. 50. 3. 30-33
Natsuki Sano. Estimation of customer behavior in sales areas in a supermarket using a hidden Markov model. Communications of the Operations Research Society of Japan. 2017. 62. 12. 801-806
田中未来, 山下俊, 永田みずほ, 佐野夏樹, 石垣綾, 鈴木知道. 高分子固体中における量子収率分布の推定のための最適化モデル. 統計数理研究所共同研究リポート. 2016. 369. 137-150
田中未来, 山下俊, 永田みずほ, 佐野夏樹, 石垣綾, 鈴木知道. 2-H-6 高分子固体中における量子収率分布の推定のための最適化モデル(連続最適化(2)). 日本オペレーションズ・リサーチ学会春季研究発表会アブストラクト集. 2015. 2015. 330-331
SANO Natsuki. Efficient Parameter Selection for Support Vector Regression Using Orthogonal Array(Research Introduction). Journal of the Japanese Society for Quality Control. 2015. 45. 1. 35-38

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Patents (1)：

データ収集システム、データ収集方法およびデータ収集プログラム

Books (1)：

実習R言語による多変量解析: 基礎から機械学習まで (実習ライブラリ 14)
サイエンス社 2023 ISBN:4781915736

Lectures and oral presentations (29)：

モデルの判別精度によるグローバルリコーディングの有用性評価
(経済統計学会第63回全国研究大会報告要旨集 2019)
Utility evaluation of global recoding by accuracy of discrimination model
(The 7th Conference on the Use of R in Official Statistics (uRos2019) 2019)
Mathematical optimization model for estimating quantum yield distribution in photochromic reaction
(22nd International Symposium on Mathematical Programming 2015)
Mathematical optimization approach for estimating quantum yield distribution in photochromic reaction
(12th International Conference on Materials, Chemistry 2015)
直交表を用いたサポートベクター回帰の効率的なハイパーパラメータ設定
(日本品質管理学会研究発表会研究発表要旨集 2015)

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Education (4)：

2004 - 2006 University of Tsukuba
2001 - 2004 University of Tsukuba
1999 - 2001 University of Tsukuba
1995 - 1999 Tokyo University of Science School of Management Management

Professional career (2)：

Ph.D. in Engineering (University of Tsukuba)
Master in Management Science (University of Tsukuba)

Work history (15)：

2023/04 - 現在 The Institute of Statistical Mathematics Risk Analysis Research Center Visiting Professor
2022/04 - 現在 Tokyo University of Agriculture Food Safety Research Center A Member of Steering Committee
2021/10 - 現在 Tokyo University of Information Sciences Faculty of Informatics Professor
2019/11 - 現在 Ministry of Internal Affairs and Communications
2013/04 - 現在 Kansai University The Research Institute for Socionetwork Strategies (RISS) Researcher

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Committee career (4)：

2021/04 - 現在 Universal Wiser Publisher Associate Editor of Artificial Intelligence Evolution
2019/11 - 現在 The Japanese Society for Quality Control Representatives
2015/10 - 現在 IEEE Systems Man and Cybernetics TC on Information Systems for Design and Marketing
2014/11 - 現在 The Japanese Society for Quality Control Member of Editorial Board of Journal Paper

Awards (5)：

2017/09 - Onomichi City University Award of Excellent Academic Staff in 2016
2016/09 - Asian Network for Quality Congress 2016 Best Paper Award Defect Detection for Image Data Using Machine Learning and Image Processing
2010/10 - Asian Network for Quality Congress 2010 Best Paper Award Kernel MT System and Its Application
2004/11 - 株式会社数理システム S-PLUS 学生研究奨励賞 2004年度佳作
2003/11 - 株式会社数理システム S-PLUS 学生研究奨励賞 2003年度特別賞

Association Membership(s) (4)：

日本ダイレクトマーケティング学会 , JAPANESE SOCIETY OF APPLIED STATISTICS , THE OPERATIONS RESEARCH SOCIETY OF JAPAN , THE JAPANESE SOCIETY FOR QUALITY CONTROL

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