Sano Natsuki 佐野夏樹

… Alternative Names

佐野夏樹サノナツキ

SANO Natsuki 佐野夏樹

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Researcher Number	60568971
Other IDs
Affiliation (Current)	2025: 東京情報大学, 総合情報学部, 教授
Affiliation (based on the past Project Information) *help	2022 – 2023: 東京情報大学, 総合情報学部, 教授 2019 – 2020: 東京情報大学, 総合情報学部, 准教授 2018: 統計数理研究所, リスク解析戦略研究センター, 外来研究員 2016 – 2017: 尾道市立大学, 経済情報学部, 准教授 2013 – 2015: 東京理科大学, 理工学部, 助教 2010: 大阪大学, サイバーメディアセンター, 特任助教
Review Section/Research Field	Principal Investigator Basic Section 07030:Economic statistics-related / Social systems engineering/Safety system Except Principal Investigator Statistical science / Economic statistics / Social systems engineering/Safety system
Keywords	Principal Investigator 有用性・リスク評価 / 敵対的生成ネットワーク / オートエンコーダー / 合成データ生成 / 統計的開示制御 / GRU / LSTM / GAN / オートエンコーダ / 匿名データ … More / 合成データ / 公的統計 / 変分オートエンコーダ / 公的開示制御 / ＲＦＩＤ / ビッグデータ / RFID / センサーネット / 統計モデル / データマイニング / 応用統計 / マーケティング / 消費者行動 … More Except Principal Investigator 未観測交絡因子 / データ利活用 / 統計制度 / 経済統計学 / ISO5725 / ISO 5725 / 順序カテゴリカルデータ / 二値データ / 測定精度 / 精度 / 精確さ / 質的データ / 共変量情報 / 同時介入 / 原因の確率 / ロジスティック回帰モデル / 正規線形回帰モデル / 存在範囲 / 潜在反応アプローチ / 因果効果 / 補助変数 / 交絡因子 / 中間変数 / 総合効果 / 代替エンドポイント / 間接効果 / 直接効果 / 線形計画法 / ハンティング現象 / 介入効果 / 非逐次型構造方程式モデル / ケースコントロール研究 / 事実モデル / 代用特性 / 併合可能性 / 線型構造方程式モデル / 反事実モデル / 因果的効果 / 構造モデル Less

ミクロデータ利活用のための先端的AIを用いた支援技術の開発Principal Investigator
- Principal Investigator
  
  佐野夏樹
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 07030:Economic statistics-related
- Research Institution
  Tokyo University of Information Sciences
Formation of research utilization platform through structuring of official statistical micro data
- Principal Investigator
  
  Tsubaki Hiroe
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Economic statistics
- Research Institution
  The Institute of Statistical Mathematics
Establishing Statistical Precision Evaluation Methodology of Measurement Methods for Qualitative Data
- Principal Investigator
  
  Suzuki Tomomichi
- Project Period (FY)
  2015 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Tokyo University of Science
Customer behavior model using shopping path data by RFIDPrincipal Investigator
- Principal Investigator
  
  SANO NATSUKI
- Project Period (FY)
  2013 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Tokyo University of Science
A new perspective for the effect decomposition problem
- Principal Investigator
  
  KUROKI Manabu
- Project Period (FY)
  2011 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  The Institute of Statistical Mathematics
Reinforcement of Statistical Aspect of Causal Inference based on Counterfacturals and its Application.
- Principal Investigator
  
  KUROKI Manabu
- Project Period (FY)
  2007 – 2010
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University

All 2024 2023 2022 2020 2019 2018 2016 2015 2014 2013 2012 2011 2010

All Journal Article Presentation Book

[Book] 実習R言語による多変量解析2023
- Author(s)
  内田治、佐野夏樹、佐野雅隆、下野僚子
- Total Pages
  128
- Publisher
  サイエンス社
- ISBN
  4781915736
- Data Source
  KAKENHI-PROJECT-22K01427
[Book] 実習R言語による多変量解析: 基礎から機械学習まで2023
- Author(s)
  内田治,佐野夏樹,佐野雅隆,下野僚子
- Total Pages
  128
- Publisher
  サイエンス社
- ISBN
  9784781915739
- Data Source
  KAKENHI-PROJECT-22K01427
[Journal Article] Utility and Risk Evaluation of Synthetic Data by Orthogonal Transformation2022
- Author(s)
  Sano Natsuki
- Journal Title
  
  The Review of Socionetwork Strategies
  
  Volume: 16 Issue: 1 Pages: 71-79
- DOI
  10.1007/s12626-022-00107-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K01427
[Journal Article] 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2020
- Author(s)
  佐野夏樹, 服部雄太
- Journal Title
  
  統計研究彙報
  
  Volume: 77 Pages: 1-14
- NAID
  40022311592
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02013
[Journal Article] Synthetic Data by Principal Component Analysis2020
- Author(s)
  Sano, N.
- Journal Title
  
  Proc. of 20th IEEE International Conference on Data Mining Workshops 2020
  
  Volume: － Pages: 101-105
- DOI
  10.1109/icdmw51313.2020.00023
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02013
[Journal Article] Utility evaluation measures for categorical data by classification performance2019
- Author(s)
  Natsuki Sano, Yuta Hattori
- Journal Title
  
  Proc. of 19th IEEE International Conference on Data Mining Workshops 2019
  
  Volume: － Pages: 356-361
- DOI
  10.1109/icdmw.2019.00059
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02013
[Journal Article] Social Media Marketing for Regional Activation: Case Study on the Onomichi Vacant Housing Renewal Project2018
- Author(s)
  Natsuki Sano, Sari Aoki and Yusuke Ariyoshi
- Journal Title
  
  Proc. of IEEE 5th Asia-Pacific World Congress on Computing Science 2018
  
  Volume: －
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02013
[Journal Article] A study on the measurement precision of the binary data2016
- Author(s)
  Y. Li, N. Sano, M. Tanaka, and T. Suzuki
- Journal Title
  
  Proceedings of the 14th Congress of the Asian Network for Quality
  
  Volume: 14
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K01207
[Journal Article] Integrating statistical and machine learning approaches in improving inspection process2016
- Author(s)
  Tomomichi Suzuki, Tatsuya Iwasawa, Kenta Yoshida, Natsuki Sano, and Mirai Tanaka
- Journal Title
  
  Proceedings of XIIth International Workshop on Intelligent Statistical Quality Control 2016
  
  Volume: 12 Pages: 251-259
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K01207
[Journal Article] Precision Evaluation for Non-quantitative Measurements2015
- Author(s)
  Tomomichi Suzuki, Akimasa Katakura, Rei Miyazawa, Natsuki Sano
- Journal Title
  
  Proc. XXI IMEKO World Congress
  
  Volume: 21
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K01207
[Journal Article] Clarification of the Relationship between the State of Elderly and Provided Care to Assist Designing Care Plans2015
- Author(s)
  Wataru Hasegawa, Natsuki Sano and Tomomichi Suzuki
- Journal Title
  
  Proc. Asian Network for Quality Congress 2015
  
  Volume: 13
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K01207
[Journal Article] The Influence of Sales Areas and Bargain Sales on Customer Behavior in a Grocery Store2014
- Author(s)
  N. Sano, K. Yada
- Journal Title
  
  Neural Computing and Applications
  
  Volume: 26 Issue: 2 Pages: 355-361
- DOI
  10.1007/s00521-014-1619-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22243033, KAKENHI-PROJECT-25750131
[Journal Article] Category Evaluation Method for Business Intelligence Using a Hierarchical Bayes Model2014
- Author(s)
  Natsuki Sano, Katsutoshi Yada and Tomomichi Suzuki
- Journal Title
  
  Proceedings of 13th IEEE International Conference on Cognitive Informatics & Cognitive Computing
  
  Volume: 13 Pages: 400-407
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25750131
[Journal Article] Evaluation of Price Elasticity and Brand Loyalty in Milk Products2014
- Author(s)
  Natsuki Sano, Syusuke Tamura, Katsutoshi Yada and Tomomichi Suzuki
- Journal Title
  
  Procedia Computer Science （Proceedings of 18th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems)
  
  Volume: 35 Pages: 1482-1487
- DOI
  10.1016/j.procs.2014.08.213
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25750131
[Journal Article] Evaluation of Discount Effects Using Poisson Regression Based on Interaction2013
- Author(s)
  Natsuki Sano and Tomomichi Suzuki
- Journal Title
  
  Proc. of 2013 IEEE 13th International Conference on Data Mining Workshops
  
  Volume: 13 Pages: 234-241
- DOI
  10.1109/icdmw.2013.73
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25750131
[Journal Article] Determining the Share of Product Categories on Discount Flyers Based on the Interaction Effect between Bargain Scale and Sales Area2013
- Author(s)
  Natsuki Sano and Katsutoshi Yada
- Journal Title
  
  Proc. of 12th IEEE International Conference on Cognitive Informatics & Cognitive Computing
  
  Volume: 12 Pages: 315-319
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25750131
[Journal Article] カーネル主変数選択法とその応用2013
- Author(s)
  佐野夏樹・黒木学
- Journal Title
  
  品質
  
  Volume: 43 Pages: 387-400
- NAID
  110009625095
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] カーネルMTシステムとその応用2012
- Author(s)
  佐野夏樹・黒木学
- Journal Title
  
  品質
  
  Volume: 42 Pages: 127-138
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] Evaluation of sales areas in supermarket by Markov chain model2024
- Author(s)
  Natsuki Sano, Katsutoshi Yada, Syunsuke Okamoto, Tomomichi Suzuk
- Organizer
  MISNC2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K01427
[Presentation] 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2019
- Author(s)
  佐野夏樹
- Organizer
  経済統計学会第63回全国研究大会
- Data Source
  KAKENHI-PROJECT-16H02013
[Presentation] Utility evaluation of global recoding by accuracy of discrimination model2019
- Author(s)
  Natsuki Sano
- Organizer
  The 7th Conference on the Use of R in Official Statistics (uRos2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02013
[Presentation] Utility evaluation measures for categorical data by classification performance2019
- Author(s)
  Natsuki Sano, Yuta Hattori
- Organizer
  19th IEEE International Conference on Data Mining Workshops 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02013
[Presentation] 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2019
- Author(s)
  佐野夏樹
- Organizer
  科研費研究集会「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」
- Invited
- Data Source
  KAKENHI-PROJECT-16H02013
[Presentation] 質的データの測定精度評価に関する研究2015
- Author(s)
  鈴木知道，佐野夏樹，片倉彰優，宮沢麗
- Organizer
  (一社)日本品質管理学会第107回研究発表会
- Place of Presentation
  日本科学技術連盟（東京）
- Year and Date
  2015-05-30
- Data Source
  KAKENHI-PROJECT-15K01207
[Presentation] 製品カテゴリーの基盤分類と時系列動向2014
- Author(s)
  佐野夏樹・山中正彦
- Organizer
  日本マーケティング・サイエンス学会第96回研究大会
- Place of Presentation
  筑波大学
- Year and Date
  2014-11-30
- Data Source
  KAKENHI-PROJECT-25750131
[Presentation] 階層ベイズモデルを用いた売場における購買要因の評価2013
- Author(s)
  佐野夏樹・矢田勝俊・鈴木知道
- Organizer
  日本品質管理学会第43回年次大会研究発表会
- Place of Presentation
  大阪大学
- Data Source
  KAKENHI-PROJECT-25750131
[Presentation] RFIDデータを用いたショッピングにおける顧客行動のモデリング2013
- Author(s)
  佐野夏樹・矢田勝俊・鈴木知道
- Organizer
  日本ダイレクトマーケティング学会第12回全国研究発表大会
- Place of Presentation
  明治大学
- Data Source
  KAKENHI-PROJECT-25750131
[Presentation] カーネルMTシステムによるワイン品質の判別2011
- Author(s)
  佐野夏樹・黒木学
- Organizer
  日本品質管理学会第97回研究発表会
- Place of Presentation
  大阪
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] カーネル主変数選択法とその応用2011
- Author(s)
  佐野夏樹・黒木学
- Organizer
  日本品質管理学会第95回研究発表会
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] Kernel MT System and its application2010
- Author(s)
  N.Sano, Y.Kobayashi, M.Kuroki
- Organizer
  The 8^<th> ANQ Quality Congress
- Place of Presentation
  JIIT, New Delhi, India
- Year and Date
  2010-10-21
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] MTシステムのカーネル化とその応用2010
- Author(s)
  佐野夏樹・小林悠太・黒木学
- Organizer
  日本品質管理学会第40回研究発表会
- Place of Presentation
  成城大学
- Year and Date
  2010-10-30
- Data Source
  KAKENHI-PROJECT-19700262

1. KUROKI Manabu (60334512)

# of Collaborated Projects: 3 results

# of Collaborated Products: 6 results
2. 南和宏 (10579410)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. CAI Zhihong

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. CHAN Hei (10601213)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. NOMA Hisashi (70633486)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. Suzuki Tomomichi (50251369)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
7. Tsubaki Hiroe (30155436)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 山下智志 (50244108)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 田中雅行 (00843773)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 美添泰人 (80062868)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 星野崇宏 (20390586)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 岡本基 (90599870)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 久保田貴文 (30379705)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 稲垣佑典 (30734503)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
15. 白川清美 (20755095)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. PEARL Judea

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. TIAN Jin

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. GENG Zhi

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. JUDEA Pearl

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
20. 矢田勝俊

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Sano Natsuki 佐野 夏樹

佐野 夏樹 サノ ナツキ

SANO Natsuki 佐野 夏樹

Research Projects

Research Products

Co-Researchers

ミクロデータ利活用のための先端的AIを用いた支援技術の開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Formation of research utilization platform through structuring of official statistical micro data

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Establishing Statistical Precision Evaluation Methodology of Measurement Methods for Qualitative Data

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Customer behavior model using shopping path data by RFIDPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

A new perspective for the effect decomposition problem

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Reinforcement of Statistical Aspect of Causal Inference based on Counterfacturals and its Application.

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] 実習R言語による多変量解析2023

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Book] 実習R言語による多変量解析: 基礎から機械学習まで2023

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Journal Article] Utility and Risk Evaluation of Synthetic Data by Orthogonal Transformation2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 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2020

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Synthetic Data by Principal Component Analysis2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Utility evaluation measures for categorical data by classification performance2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Social Media Marketing for Regional Activation: Case Study on the Onomichi Vacant Housing Renewal Project2018

Author(s)

Journal Title

Data Source

[Journal Article] A study on the measurement precision of the binary data2016

Author(s)

Sano Natsuki 佐野夏樹

佐野夏樹サノナツキ

SANO Natsuki 佐野夏樹