ARAKI Yuko

アラキユウコ | ARAKI Yuko

Affiliation and department：
Job title： Professor
Homepage URL (1)： https://www.math.is.tohoku.ac.jp/~arakilab/

Research field (1)： Statistical science

Research keywords (10)： statistical science , data science , バイオ統計学 , 高次元データ , 関数データ解析 , 多変量解析 , 情報量規準 , 多層モデル , モデル選択 , machine learning

Research theme for competitive and other funds (15)：

2024 - 2029 Impvoving sleep and stress of mthoers and infants to minimmise adverse events related with peripartum depression
2023 - 2027 新たな複雑系データのための関数データ解析手法の開発と適用
2023 - 2025 基礎理論・モデリング・実践の三位一体型研究による高次元多層データの記述法開発
2020 - 2025 Innovative Developments of Theories and Methodologies for Large Complex Data
2020 - 2025 Extended exposure of preterm infants to maternal voice to improve neuro-developmental outcomes

Show all

Papers (39)：

Sachiko Iwata, Reiji Katayama, Kennosuke Tsuda, Yung-Chieh Lin, Tsuyoshi Kurata, Masahiro Kinoshita, Koya Kawase, Takenori Kato, Shin Kato, Tadashi Hisano, et al. Near-infrared light scattering and water diffusion in newborn brains. ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY. 2022. 9. 9. 1417-1427
Yuta Tanabe, Yuko Araki, Masahiro Kinoshita, Hisayoshi Okamura, Sachiko Iwata, Osuke Iwata. Bayesian nonparametric quantile mixed-effects models via regularization using Gaussian process priors. JAPANESE JOURNAL OF STATISTICS AND DATA SCIENCE. 2022. 5. 1. 241-267
Kazunori Imai, Tomoko Suzuki, Satoko Fukaya, Yuko Karasawa, Yoko Bando, Daisuke Sawaki, Yuko Araki, Shinji Saitoh, Osuke Iwata. A New Quantitative Triage System for Hospitalized Neonates to Assist with Decisions of Hospital Evacuation Priorities. PREHOSPITAL AND DISASTER MEDICINE. 2022. 37. 3. 343-349
Osuke Iwata, Sachiko Iwata, Tsuyoshi Kurata, Kennosuke Tsuda, Koya Kawase, Masahiro Kinoshita, Yung-Chieh Lin, Mamoru Saikusa, Yuko Araki, Sachio Takashima, et al. Foetal growth, birth transition, enteral nutrition and brain light scattering. SCIENTIFIC REPORTS. 2021. 11. 1. 21318-21318
Sakurada Kyonosuke, Araki Yuko, Izumi Yuki, Nishida Masafumi. Multivariate Functional Principal Component Analysis in Sign Language. The Transactions of Human Interface Society. 2020. 22. 4. 475-484

ｍore...

MISC (12)：

中野空, 大嶋夏乃, 澤木大輔, 澤本拓真, 荒木由布子. ロジスティック回帰分析を用いた守備の評価の定量化. 統計数理研究所共同研究リポート439, スポーツデータ解析における理論と事例に関する研究集会. 2020. 7. 123-128
田邊倭,Kim Taejin,板東蓉子,荒木由布子. 初回走者一塁におけるエンドランの成功要因分析 (奨励賞受賞). 第10回スポーツデータ解析コンペティション報告書. 2020. -
荒木由布子. 関数データ解析. 2019年日本計量生物学会・応用統計学会チュートリアルセミナー. 2019. 1-78
Hiroshi Yao, Yuko Araki, Yuki Takashima, Kohjiro Nogami, Akira Uchino, Takefumi Yuzuriha, Manabu Hashimoto. Physical Inactivity Associated With Vascular Depression or Apathy Leads to Hippocampal Atrophy and Memory Dysfunction in Community-dwelling Elderly Subjects: The Sefuri Study. STROKE. 2016. 47
荒木由布子, 川口淳. 高次元脳画像解析のための二段階正則化関数判別モデル. 応用統計学会2012年度年会講演予稿集. 2012. 33-38

ｍore...

Books (4)：

Pythonで学ぶ確率統計 (探検データサイエンス)
共立出版 2023 ISBN:4320125215
精神医学領域の論文を読みこなすキーワード100!
新興医学出版社 2023 ISBN:488002886X
The Neuroscience of Dementia, volume 2: Genetics, Neurology, Behavior
Academic Press 2020
バイオ統計の基礎-医薬統計入門 (バイオ統計シリーズ)
近代科学社 2010 ISBN:4764903873

Lectures and oral presentations (116)：

Proposal of Nonlinear Modal Interval Regression and Analysis of Diurnal Rhythms of Neonatal Hormones
(2024)
Comparison of the survival analysis with functional convex clustering and joint model for complex data
(The 7th International Conference on Econometrics and Statistics 2024)
Survival data analysis with functional covariates
(RIMS Symposium: Modeling and Learning of Stochastic Dynamics 2024)
Proposal of Nonlinear Modal Interval Regression and Analysis of Neonatal Hormone Secretion Levels
(2024)
Functional survival analysis with trajectory clustering
(2024)

ｍore...

Education (3)：

- 2005 Kyushu University Graduate School of Mathematics
- 2002 The University of Calgary Faculty of Graduate Studies Mathematics and Statistics
- 2000 The University of Calgary Faculty of Science Department of Mathematics and Statistics

Professional career (2)：

Work history (9)：

2022/06 - 現在 Chuo University Research and Development Initiative
2022/04 - 現在 Tohoku University Graduate School of Information Sciences Department of System Information Sciences Professor
2022/04 - 2023/03 Shizuoka University Faculty of Informatics
2020/04 - 2022/03 Shizuoka University Faculty of Informatics Professor
2015/04 - 2020/03 Shizuoka University Faculty of Informatics Associate Professor

Show all

Committee career (19)：

2024/08 - 現在国土交通省統計品質改善会議委員
2024/06 - 現在総務省統計局統計調査部消費統計研究会構成員
2024 - 現在応用統計学会評議員 (北日本・北関東地区代表)
2023/10 - 現在日本学術会議連携会員
2023/07 - 現在 Japanese Association for Promoting Quality Assurance in Statistics Public relations committee

Show all

Awards (12)：

Show all

Association Membership(s) (6)：

Japanese Statistical Society , International Biometric Society , 日本計算機統計学会 , 統計科学研究会 , 日本計量生物学会 , 応用統計学会

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page