Nakanishi Takafumi

ナカニシタカフミ | Nakanishi Takafumi

Affiliation and department：
Job title： Associate professor
Homepage URL (1)： https://takafuminakanishi.com/

Research field (4)： Sensitivity (kansei) informatics , Soft computing , Human interfaces and interactions , Database science

Research keywords (10)：メディアデータ , マルチメディア , データベース , 異種メディア間連携 , データベースシステム , 感性情報処理 , マルチメディアシステム , database systems , sensitivity informatics , multimedia system

Research theme for competitive and other funds (4)：

2021 - 2025 Theoretical Analysis and Social Implementation of Autonomy and Relationships Regarding the Development and Use of Artificial Intelligence
2019 - 2022 人間の行動・バイタルを利用した感性推定方式とWell-beingに着目した持続可能サイクル型都市実現性の検証
2015 - 2018 A method for Knowledge Creation and Knowledge Utilization by Generalized Inverse Operator for Big Data
2007 - 2009 An interconnection of heterogeneous media contents for collaboration on multimedia environment

Papers (118)：

Takafumi Nakanishi. PCaLDI: Explainable Similarity and Distance Metrics using Principal Component Analysis Loadings for Feature Importance. IEEE Access. 2024. 1-1
Takafumi Nakanishi. Detection of Latent Gender Biases in Data and Models Using the Approximate Generalized Inverse Method. 2024 IEEE 18th International Conference on Semantic Computing (ICSC). 2024
Yuki Ohkawa, Takafumi Nakanishi. Anomaly Detection Through Graph Autoencoder-Based Learning of Screenshot Image Logs. 2024 IEEE 18th International Conference on Semantic Computing (ICSC). 2024
Taichi Ohno, Yusuke Hoshino, Takafumi Nakanishi. Temporal Analysis of Editorial Trends in Major Newspapers Following the Prime Minister’s Speech. 2024 IEEE 18th International Conference on Semantic Computing (ICSC). 2024
Takafumi Nakanishi, Ayako Minematsu, Ryotaro Okada, Osamu Hasegawa, Virach Sornlertlamvanich. A New Global Sign Language Recognition System Utilizing the Editable Mediator: Integration with Local Hand Shape Recognition. Frontiers in Artificial Intelligence and Applications, Information Modelling and Knowledge Bases. 2024. XXXV. 227-238

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MISC (72)：

中西崇文. A Sign Language Recognition Method by A Similarity Measure including NM Expressions. 武蔵野大学アジアAI研究所紀要(Web). 2023. 3
田丸翔大, 岡田龍太郎, 峰松彩子, 中西崇文. 国会議事録データを対象とした政策比較のための議員毎における特徴抽出方式. 電子情報通信学会技術研究報告(Web). 2023. 123. 80(DE2023 1-10)
中西, 崇文. Realization of Global Communication Platform in Diversity Society by Media Transformation. 武蔵野大学アジアAI研究所紀要. 2022. 2. 2. 23-32
田丸, 翔大, 川越, 仁恵, 岡田, 龍太郎, 中西, 崇文. 落下運動シミュレーションによる新たな江戸小紋デザイン自動生成方式. 第84回全国大会講演論文集. 2022. 2022. 1. 895-896
高橋光輝, 中西崇文, 鹿野利春, 五十嵐悠紀, 岡野泰久. デジタル教育の推進と専門職人材の育成. コンテンツ教育学会誌. 2022. 4. 2-9

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Patents (16)：

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Books (5)：

データサイエンティストのための数学基礎: ベクトルからベイズ統計まで (ライブラリデータサイエンス講義ノート)
サイエンス社 2024 ISBN:4781916007
Pythonハンズオンによるはじめての線形代数
森北出版 2021 ISBN:4627855818
シンギュラリティは怖くない:ちょっと落ちついて人工知能について考えよう
草思社 2017 ISBN:4794222556
スマートデータ・イノベーション
翔泳社 2015 ISBN:9784798141374
Perspectives on Social Media: A Yearbook
Routledge 2014

Education (2)：

2001 - 2006 筑波大学大学院博士課程システム情報工学研究科
1997 - 2001 筑波大学第3学群情報学類

Professional career (1)：

Ph.D (University of Tsukuba)

Work history (11)：

2019/04 - 現在 Musashino University Faculty of Data Science Associate Professor
2018/04 - 現在 International University of Japan Center for Global Communications,International University of Japan Senior Research Fellow
2015/10 - 現在 Digital Hollywood University Graduate School Affiliate Professor
2021/04 - 2021/09 The Tokyo Foundation for Policy Research Advisor
2019/04 - 2021/03 The Tokyo Foundation for Policy Research Senior Data Scientist

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Committee career (4)：

2016/10 - 現在総務省 AIネットワーク社会推進会議構成員
2015/10 - 2016/03 経済産業省流通・物流分野における情報の利活用に関する研究会委員
2016/02 - 2016 総務省 ICTインテリジェント化影響評価検討会議構成員
2012/04 - 2014 電子情報通信学会専門委員

Awards (5)：

2023/12 - IIAI AAI 2023 Winter Congress Competitive Paper Award Factor Extraction of Preference in Musical Performances Using AIME with Focus on Time-Series Derivative Features
2022/07 - 12th IIAI International Congress on Advanced Applied Informatics Honorable Mention Award Music Recommendation Method for Time-Series Emotions from Lyrics using Valence-Arousal-Dominance Model
2021/07 - 10th IEEE/IIAI International Congress on Applied Information Technology (IEEE/IIAI 2021) Honorable Mention Award Musical Impression Extraction Method by Discovering Relationships between Acoustic Features and Impression Terms
2020/12 - 3rd IEEE/IIAI International Congress on Applied Information Technology (IEEE/IIAI AIT 2020) Best Paper Award Finger Character Recognition in Sign Language Using Finger Feature Knowledge Base for Similarity Measure
2019/12 - IEEE/ACM International Conference on Big Data Computing, Applications and Technologies Best Paper Candidates Topic Variation Detection Method for Detecting Political Business Cycles.

Association Membership(s) (3)：

THE DATABASE SOCIETY OF JAPAN , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS , INFORMATION PROCESSING SOCIETY OF JAPAN

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