Araki Yuko 荒木由布子

… Alternative Names

ARAKI YUKO 荒木由布子

ARAKI Yuko 荒木由布子

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Researcher Number	80403913
Other IDs
Affiliation (Current)	2025: 東北大学, 情報科学研究科, 教授
Affiliation (based on the past Project Information) *help	2022 – 2025: 東北大学, 情報科学研究科, 教授 2020 – 2021: 静岡大学, 情報学部, 教授 2015 – 2017: 静岡大学, 情報学部, 准教授 2014: 久留米大学, バイオ統計センター, 講師 2008 – 2012: 久留米大学, バイオ統計センター, 助教 2007: 久留米大学, バイオ統計センター, 研究員
Review Section/Research Field	Principal Investigator Transformative Research Areas, Section (II) / Basic Section 60030:Statistical science-related / Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related / Basic Section 61030:Intelligent informatics-related / Statistical science / Statistical science Except Principal Investigator Statistical science / Medium-sized Section 60:Information science, computer engineering, and related fields / Basic Section 12010:Basic analysis-related / Basic Section 58030:Hygiene and public health-related: excluding laboratory approach / Medium-sized Section 9:Education and related fields
Keywords	Principal Investigator 関数データ解析 / 情報量規準 / 高次元データ / 正則化法 / 多変量解析 / 時空間データ / 判別モデル / 基底展開法 / モデル評価規準 / 関数化理論 … More / 複雑系データ / 関数データ解析法 / 時空間データ / 新たな複雑系データ / コホートデータ / 非線形多変量解析 / 数理的記述 / 時空間現象 / データ記述 / データ分析 / 分析手法開発 / 高次元多層データ / 工学データ解析 / 医用データ解析 / 多層データ / 因果推論 / Karhunen-Loeve展開 / クラスタリング / 分位点回帰 / 生存時間解析 / 多変量関数主成分分析 / 分位点回帰モデル / ベイズ推定 / 非線形分位点回帰モデル / 経時測定データ / 凸クラスタリング / 基底展開 / 情報量 / 正則化 / 医用データ / 直接効果・間接効果 / 超高次元データ / モデル選択規準 / 構造方程式モデル / スパース推定 / 多変量データ解析 / 非線形モデル / 判別 / モデル選択 / 次元縮小 / 生物統計 / 統計的モデリング / スパース性 / 変数選択 / 高次元医学データ / 情報量基準 / 関数化データ解析 / ゲノム統計解析 / 医薬生物 … More Except Principal Investigator 発達 / 新生児 / 統計数学 / 高次元小標本 / 深層学習 / 高次元統計解析 / 時空間データ / 高次元データ / 量子ホワイトノイズ / グラフスペクトル / ネットワーク数理 / 直交多項式 / 代数的組合せ論 / 漸近的組合せ論 / スペクトル解析 / 量子確率論 / 認知機能 / 育児不安 / 産後うつ / 早産 / 認知 / 高次脳機能 / 刺激 / 環境 / 母体 / 言語 / イベントヒストリー解析 / セミマルコフ性 / セミパラ / 関数分散分析 / 分割表解析 / 対数ハザード比 / 加速モデル / Mantel-Haenszel法 / 情報量基準 / コホート研究 / 多状態モデル / 生存時間解析 / 社会医学 / 医療・福祉 / 網膜タンパク / 時系列データ / 関数データ解析 / アルゴリズム / ゲノム / 機械学習 / プロテオーム / アルリズム Less

高次元多層時空間データの記述法・統計モデル開発と実データへの適用Principal Investigator
- Principal Investigator
  
  荒木由布子
- Project Period (FY)
  2025 – 2026
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (II)
- Research Institution
  Tohoku University
Impvoving sleep and stress of mthoers and infants to minimmise adverse events related with peripartum depression
- Principal Investigator
  
  岩田幸子
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 58030:Hygiene and public health-related: excluding laboratory approach
- Research Institution
  Nagoya City University
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Principal Investigator
- Principal Investigator
  
  荒木由布子
- Project Period (FY)
  2023 – 2024
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (II)
- Research Institution
  Tohoku University
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Principal Investigator
- Principal Investigator
  
  荒木由布子
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60030:Statistical science-related
  Basic Section 61030:Intelligent informatics-related
  Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related
- Research Institution
  Tohoku University
Development of novel statistical modeling based on functional data analysis for high-dimensional data and its applicationPrincipal Investigator
- Principal Investigator
  
  ARAKI YUKO
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Tohoku University
  Shizuoka University
Extended exposure of preterm infants to maternal voice to improve neuro-developmental outcomes
- Principal Investigator
  
  岩田欧介
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 9:Education and related fields
- Research Institution
  Nagoya City University
Innovative Developments of Theories and Methodologies for Large Complex Data
- Principal Investigator
  
  青嶋誠
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  University of Tsukuba
Quantum probability and asymptotic analysis of large finite systems
- Principal Investigator
  
  Obata Nobuaki
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 12010:Basic analysis-related
- Research Institution
  Tohoku University
The development of statistical models based on function data for the high-dimensional medical dataPrincipal Investigator
- Principal Investigator
  
  Araki Yuko
- Project Period (FY)
  2014 – 2017
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Shizuoka University
  Kurume University
Functional data analysis for medical data and its applicationPrincipal Investigator
- Principal Investigator
  
  ARAKI Yuko
- Project Period (FY)
  2010 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Kurume University
Development of functional ANOVA models for multi-state survival data and its applications
- Principal Investigator
  
  YANAGAWA Takashi
- Project Period (FY)
  2008 – 2010
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  Kurume University
遺伝子発現時系列データ解析技法の開発
- Principal Investigator
  
  YANAGAWA Takashi (柳川堯)
- Project Period (FY)
  2007 – 2008
- Research Category
  
  Grant-in-Aid for Exploratory Research
- Research Field
  
  Statistical science
- Research Institution
  Kurume University

[Book] Pythonで学ぶ確率統計 (探検データサイエンス)2023
- Author(s)
  尾畑伸明, 荒木由布子
- Total Pages
  320
- Publisher
  共立出版
- ISBN
  9784320125216
- Data Source
  KAKENHI-PUBLICLY-23H04458
[Book] バイオ統計の基礎 : 医薬統計入門2021
- Author(s)
  柳川尭、荒木由布子、柳川堯
- Total Pages
  258
- Publisher
  近代科学社
- ISBN
  4764903873
- Data Source
  KAKENHI-PROJECT-20K11707
[Book] The Neuroscience of Dementia, Volume 22020
- Author(s)
  Hiroshi Yao, Yuko Araki, Fumio Yamashita, Makoto Sasaki, Manabu Hashimoto
- Total Pages
  15
- Publisher
  Academic Press
- ISBN
  9780128158685
- Data Source
  KAKENHI-PROJECT-20K11707
[Book] バイオ統計の基礎 : 医薬統計入門（第5刷）2018
- Author(s)
  柳川尭、荒木由布子
- Total Pages
  258
- Publisher
  近代科学社
- ISBN
  9784764903876
- Data Source
  KAKENHI-PROJECT-26730023
[Book] バイオ統計シリーズ1　バイオ統計の基礎-医薬統計入門-　Kindle版2016
- Author(s)
  柳川堯, 荒木由布子
- Total Pages
  258
- Publisher
  近代科学社
- Data Source
  KAKENHI-PROJECT-26730023
[Book] バイオ統計の基礎2010
- Author(s)
  柳川堯,荒木由布子
- Publisher
  近代科学社
- Data Source
  KAKENHI-PROJECT-22700298
[Book] バイオ統計の基礎:医薬統計入門2010
- Author(s)
  柳川堯,荒木由布子
- Total Pages
  258
- Publisher
  近代科学社
- Data Source
  KAKENHI-PROJECT-20300099
[Book] バイオ統計基礎:医薬統計入門2010
- Author(s)
  柳川堯、荒木由布子共著
- Total Pages
  258
- Publisher
  近代科学社
- Data Source
  KAKENHI-PROJECT-20300099
[Journal Article] Near-infrared light scattering and water diffusion in newborn brains2022
- Author(s)
  Sachiko Iwata, Reiji Katayama, Kennosuke Tsuda, Yung-Chieh Lin, Tsuyoshi Kurata, Masahiro Kinoshita, Koya Kawase, Takenori Kato, Shin Kato, Tadashi Hisano, Motoki Oda, Etsuko Ohmae, Sachio Takashima, Yuko Araki, Shinji Saitoh, Osuke Iwata
- Journal Title
  
  ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY
  
  Volume: 9 Issue: 9 Pages: 1417-1427
- DOI
  10.1002/acn3.51641
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11707, KAKENHI-PROJECT-20K16933
[Journal Article] A New Quantitative Triage System for Hospitalized Neonates to Assist with Decisions of Hospital Evacuation Priorities.2022
- Author(s)
  Kazunori Imai
- Journal Title
  
  Prehospital and Disaster Medicine
  
  Volume: 37 Issue: 3 Pages: 343-349
- DOI
  10.1017/s1049023x22000553
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11151, KAKENHI-PROJECT-20K11707
[Journal Article] Bayesian nonparametric quantile mixed-effects models via regularization using Gaussian process priors2022
- Author(s)
  Yuta Tanabe, Yuko Araki, Masahiro Kinoshita, Hisayoshi Okamura, Sachiko Iwata, Osuke Iwata
- Journal Title
  
  JAPANESE JOURNAL OF STATISTICS AND DATA SCIENCE
  
  Volume: 5(1) Issue: 1 Pages: 241-267
- DOI
  10.1007/s42081-022-00158-y
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11707
[Journal Article] Foetal growth, birth transition, enteral nutrition and brain light scattering2021
- Author(s)
  Iwata Osuke、Iwata Sachiko、Kurata Tsuyoshi、Tsuda Kennosuke、Kawase Koya、Kinoshita Masahiro、Lin Yung-Chieh、Saikusa Mamoru、Araki Yuko、Takashima Sachio、Oda Motoki、Ohmae Etsuko、Saitoh Shiji
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1 Pages: 21318-21318
- DOI
  10.1038/s41598-021-00624-9
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07795, KAKENHI-PROJECT-18K15722, KAKENHI-PROJECT-20H00102, KAKENHI-PROJECT-20K11707, KAKENHI-PROJECT-21K10891, KAKENHI-PROJECT-20K16933
[Journal Article] グラフィカルモデリングを用いたハイプレス有効性の検討2020
- Author(s)
  大嶋夏乃, 澤本拓真, 澤木大輔, 金子楓果, 荒木由布子
- Journal Title
  
  第10回スポーツデータ解析コンペティション報告書
  
  Volume: -
- Data Source
  KAKENHI-PROJECT-20K11707
[Journal Article] Multivariate Functional Principal Component Analysis in Sign Language2020
- Author(s)
  櫻田京之介,荒木由布子, 和泉勇希, 西田昌史
- Journal Title
  
  The Transactions of Human Interface Society
  
  Volume: 22 Issue: 4 Pages: 475-484
- DOI
  10.11184/his.22.4_475
- NAID
  130007942486
- ISSN
  1344-7262, 2186-8271
- Year and Date
  2020-11-25
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11707
[Journal Article] ガウス過程分位点回帰モデリングと新生児ホルモン分泌リズムの解明2020
- Author(s)
  田辺佑太, 荒木由布子
- Journal Title
  
  2020年度科研費シンポジウム「多様な分野のデータに対する統計科学・機械学習的アプローチ」報告書
  
  Volume: - Pages: 11-12
- Data Source
  KAKENHI-PROJECT-20K11707
[Journal Article] 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）2020
- Author(s)
  田邊倭, 板東蓉子, Kim Taejin, 荒木由布子
- Journal Title
  
  第10回スポーツデータ解析コンペティション報告書
  
  Volume: -
- Data Source
  KAKENHI-PROJECT-20K11707
[Journal Article] Chronic Kidney Disease and Silent Brain Infarction Increase the Risk of Vascular Cognitive Impairment in Community-dwelling Elderly Subjects: the Sefuri Study2017
- Author(s)
  Yao H, Araki Y, Takashima Y, Uchino A, Yuzuriha T, Hashimoto M
- Journal Title
  
  J Stroke Cerebrovasc Dis
  
  Volume: 26 Issue: 2 Pages: 420-424
- DOI
  10.1016/j.jstrokecerebrovasdis.2016.10.002
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K08942, KAKENHI-PROJECT-26730023
[Journal Article] Therapeutic hypothermia for neonatal encephalopathy: a report from the first 3 years of the Baby Cooling Registry of Japan2017
- Author(s)
  Kennosuke Tsuda, Takeo Mukai, Sachiko Iwata, Jun Shibasaki, Takuya Tokuhisa, Tomoaki Ioroi, Hiroyuki Sano, Nanae Yutaka, Akihito Takahashi, Akihito Takeuchi, Toshiki Takenouchi, Yuko Araki, Hisanori Sobajima, Masanori Tamura, Shigeharu Hosono, Makoto Nabetani, Osuke Iwata
- Journal Title
  
  Scientific Reports
  
  Volume: 7, 39508 Issue: 1
- DOI
  10.1038/srep39508
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26730023, KAKENHI-PROJECT-15K09733, KAKENHI-PROJECT-16K09005
[Journal Article] Physiological and pathological clinical conditions and light scattering in brain.2016
- Author(s)
  Kurata T, Iwata S, Tsuda K, Kinoshita M, Saikusa M, Hara N, Oda M, Ohmae E, Araki Y, Sugioka T, Takashima S, Iwata O.
- Journal Title
  
  Sci Rep.
  
  Volume: Aug 11;6:31354. Issue: 1
- DOI
  10.1038/srep31354
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K09733, KAKENHI-PROJECT-26730023
[Journal Article] Use of Normothermic Default Humidifier Settings Causes Excessive Humidification of Respiratory Gases during Therapeutic Hypothermia2016
- Author(s)
  Tanaka Shoichiro, Iwata Sachiko, Kinoshita Masahiro, Tsuda Kennosuke, Sakai Sayaka, Saikusa Mamoru, Shindo Ryota, Harada Eimei, Okada Junichiro, Hisano Tadashi, Kanda Hiroshi, Maeno Yasuki, Araki Yuko, Ushijima Kazuo, Sakamoto Teruo, Yamashita Yushiro, and Iwata Osuke
- Journal Title
  
  Therapeutic Hypothermia and Temperature Management
  
  Volume: 未定 Issue: 4 Pages: 180-188
- DOI
  10.1089/ther.2016.0005
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26730023
[Journal Article] Hippocampal atrophy and memory dysfunction associated with physical inactivity in community-dwelling elderly subjects: The Sefuri study.2016
- Author(s)
  Hashimoto M, Araki Y, Takashima Y, Nogami K, Uchino A, Yuzuriha T, Yao H
- Journal Title
  
  Brain Behav
  
  Volume: 7 Issue: 2
- DOI
  10.1002/brb3.620
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K08942, KAKENHI-PROJECT-26730023
[Journal Article] Paradoxical diurnal cortisol changes in neonates suggesting preservation of foetal adrenal rhythms.2016
- Author(s)
  Kinoshita M, Iwata S, Okamura H, Saikusa M, Hara N, Urata C, Araki Y, Iwata O.
- Journal Title
  
  Sci Rep.
  
  Volume: Oct 18;6:35553. Issue: 1
- DOI
  10.1038/srep35553
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K09733, KAKENHI-PROJECT-16K17351, KAKENHI-PROJECT-26730023
[Journal Article] Region-specific growth restriction of brain following preterm birth.2016
- Author(s)
  Iwata S, Katayama R, Kinoshita M, Saikusa M, Araki Y, Takashima S, Abe T, Iwata O.
- Journal Title
  
  Sci Rep.
  
  Volume: Sep 23;6:33995. Issue: 1
- DOI
  10.1038/srep33995
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K09733, KAKENHI-PROJECT-26730023
[Journal Article] Leisure-time physical inactivity is related to apathetic behavior in community-dwelling elderly subjects: The Sefuri study.2015
- Author(s)
  Yao H, Takashima Y, Araki Y, Uchino A, Yuzuriha T, Hashimoto M.
- Journal Title
  
  J Stroke Cerebrovasc Dis
  
  Volume: 24 Issue: 11 Pages: 2625-2631
- DOI
  10.1016/j.jstrokecerebrovasdis.2015.07.018
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K08942, KAKENHI-PROJECT-26730023
[Journal Article] 魚鱗癬におけるリペアクト（R)の臨床効果の検討. - Clinical study for evaluation of efficacy of Repairact to ichthyosis2015
- Author(s)
  大畑千佳, 濱田尚宏, 小野文武, 荒木由布子, 角間辰之, 橋本隆
- Journal Title
  
  薬理と治療
  
  Volume: 43(2) Pages: 175-180
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26730023
[Journal Article] Radiation effects on DNA content of cervical cancer cells: A rapid evaluation of radiation sensitivity by laser scanning cytometry2015
- Author(s)
  Fujiyoshi N, Ushijima K, Kawano K, Fujiyoshi k, Yamaguchi T, Araki Y, Kakuma T, Watanabe S, Kaku T, Nishida T, Kamura T
- Journal Title
  
  Molecular and Clinical Oncology
  
  Volume: 3 Issue: 1 Pages: 51-54
- DOI
  10.3892/mco.2014.413
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26730023
[Journal Article] Regularized logistic discrimination with basis expansions for the early detection of Alzheimer's disease based on three-dimensional MRI data.2013
- Author(s)
  Araki,Y., Kawaguchi,A., Yamashita,F.
- Journal Title
  
  Advances in Data Analysis and Classification
  
  Volume: 7 Issue: 1 Pages: 109-119
- DOI
  10.1007/s11634-013-0127-5
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700298, KAKENHI-PROJECT-24700286
[Journal Article] Efficient regularization parameter selection via information criteria2013
- Author(s)
  Araki,Y.
- Journal Title
  
  Communications in Statistics - Simulation and Computation-
  
  Volume: 42 Issue: 2 Pages: 280-293
- DOI
  10.1080/03610918.2011.639969
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700298, KAKENHI-PROJECT-25330048
[Journal Article] Efficient regularization parameter selection via information criteria2012
- Author(s)
  Yuko Araki
- Journal Title
  
  Communication in statistics, simulation and computation
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] 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.2012
- Author(s)
  荒木由布子,川口淳.
- Journal Title
  
  応用統計学会年会講演予稿集
  
  Pages: 33-38
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] 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2012
- Author(s)
  荒木由布子
- Journal Title
  
  応用統計学会２０１２年度年会講演予稿集
  
  Volume: なし Pages: 33-38
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] 低置胎盤の術中出血量に影響を及ぼす因子についての検討.2011
- Author(s)
  蔵本昭孝,堀大蔵,井上茂,堀之内崇士,品川貴章,上妻友隆,下村卓也,河田高伸,林龍之介,嘉村敏治,山下拓人,荒木由布子,角間辰之.
- Journal Title
  
  日本周産期・新生児医学会雑誌
  
  Volume: 47(4) Pages: 873-877
- NAID
  10030287754
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] 三次元脳画像によるアルツハイマー病早期発見のための関数データ解析2011
- Author(s)
  荒木由布子
- Journal Title
  
  応用統計学会2011年度年会講演予稿集
  
  Pages: 67-72
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] 山下典夫.3次元脳画像によるアルツハイマー病早期発見のための関数データ解析.2011
- Author(s)
  荒木由布子,川口淳
- Journal Title
  
  応用統計学会年会講演予稿集
  
  Pages: 67-72
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] Prefrontal brain function in children with anorexia nervosa: A near-infrared spectroscopy study.2011
- Author(s)
  Nagamitsu S, Araki Y., et al.
- Journal Title
  
  Brain & Development
  
  Volume: 33 Issue: 1 Pages: 35-44
- DOI
  10.1016/j.braindev.2009.12.010
- NAID
  10029560112
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] 関数データ解析の 3 次元脳画像解析への応用2011
- Author(s)
  川口淳, 荒木由布子 , 山下典夫.
- Journal Title
  
  日本計算機統計学会第25回講演論文集
  
  Pages: 85-88
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] Regularized functional classification of the kinetic trace of developmental mouse retina2010
- Author(s)
  Yuko Araki
- Journal Title
  
  Proceedings of Australian Statistical Conference 2010
  
  Volume: 2010 Pages: 55-55
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] Characteristic prefrontal blood volume patterns when imaging bodytype, high-calorie food, and mother-child attachment in childhood anorexia nervosa: A near infrared spectroscopy study.2010
- Author(s)
  Nagamitsu S, Yamasita F, Araki Y., et al.
- Journal Title
  
  Brain & Development
  
  Volume: 32 Issue: 2 Pages: 162-167
- DOI
  10.1016/j.braindev.2009.01.002
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] Regularized functional classification of the kinetic trace of developmental mouse retina2010
- Author(s)
  Araki Y
- Journal Title
  
  Proc.Of ASC2010
  
  Volume: 2010 Pages: 52-52
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20300099
[Journal Article] Comparison of the strngths and difficulties questionnaire scores between children withhigh-functioning autism apectrum disorder(HFASD) andattention-deficit/hyperactivity disorder(AD/HD).2010
- Author(s)
  Iizuka C, Yamashita Y, Nagamitsu S, Yamashita T, Araki Y, Ohya T, Hara M, Shibuya I, Kakuma T, Matsuishi T.
- Journal Title
  
  Brain & Development
  
  Volume: 32 Pages: 609-612
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700298
[Journal Article] Functional regression modeling via regularized Gaussian basis expansions2009
- Author(s)
  Araki Y., Konishi S.
- Journal Title
  
  Annals of the Institute of Statistical Mathematics 61
  
  Pages: 811-833
- NAID
  40016869127
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20300099
[Journal Article] Functional regression modeling via regularized Gaussian basis expansions2009
- Author(s)
  Yuko Araki
- Journal Title
  
  Annals of the Institute of Statistical Mathematics 61
  
  Pages: 811-833
- NAID
  40016869127
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20300099
[Journal Article] Functional Logistic Discrimination Via Regularized Basis Expansions2009
- Author(s)
  Yuko Araki
- Journal Title
  
  Communications in Statistics-Theory and Methods 38
  
  Pages: 2944-2957
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20300099
[Journal Article] Functional Logistic Discrimination Via Regularized Basis Expansions2009
- Author(s)
  Araki Y., Konishi S.
- Journal Title
  
  Communications in Statistics-Theory and Methods 38
  
  Pages: 2944-2957
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20300099
[Journal Article] Regularized functional logitic discrimination and its application to the longitunal data2008
- Author(s)
  Araki Yuko
- Journal Title
  
  Proceedings of the 2nd International Kurume Symposium on Biostatistics
  
  Pages: 92-97
- Data Source
  KAKENHI-PROJECT-19650068
[Journal Article] Functional discriminant analysis via radial basis function expansion and model selection criterion2007
- Author(s)
  Araki Yukc
- Journal Title
  
  Proceedings of the COE conference on the development of DMHF
  
  Pages: 195-198
- Data Source
  KAKENHI-PROJECT-19650068
[Journal Article] Functional regression modeling via regularized Gaussian basis expansions
- Author(s)
  Yuko Araki
- Journal Title
  
  Annals of the Institute of Statistical Mathematics (in press)
- NAID
  40016869127
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19650068
[Journal Article] Functional logistic discrimination via regularized basis expansions
- Author(s)
  Yuko Araki
- Journal Title
  
  Communication in Statistics (in press)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19650068
[Presentation] Functional mixture cure model and its application2023
- Author(s)
  Yuko Araki,
- Organizer
  6th International Conference on Econometrics and Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-23H04458
[Presentation] Functional mixture cure model and its application2023
- Author(s)
  Yuko Araki
- Organizer
  The 6th International Conference on Econometrics and Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00576
[Presentation] 関数データに基づく混合治癒モデルの提案2023
- Author(s)
  荒木由布子
- Organizer
  第37回日本計算機統計学会
- Data Source
  KAKENHI-PUBLICLY-23H04458
[Presentation] Encounter and Journey with Statistics2023
- Author(s)
  Yuko Araki
- Organizer
  International Day of Women in Statistics and Data Science
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-23H04458
[Presentation] Statistical modeling for functional data and its applications2023
- Author(s)
  Yuko Araki,
- Organizer
  2023 Bilateral Workshop between National Tsing Hua University and Tohoku University
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-23H04458
[Presentation] DX時代の統計学の新しい潮流データ記述・科学的推論・因果推論・モデリング〜2023
- Author(s)
  荒木由布子
- Organizer
  東北大学大学院情報科学研究科創立30周年行事
- Invited
- Data Source
  KAKENHI-PUBLICLY-23H04458
[Presentation] Statistical modeling of time-varying physical quantities for tactile evaluation of automotive materials2023
- Author(s)
  Yuko Araki,
- Organizer
  Math-for-Industry
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-23H04458
[Presentation] 時空間・高次元データ解析手法の開発2023
- Author(s)
  荒木由布子
- Organizer
  第21回久留米大学バイオ統計センター創立20周年記念講演会
- Invited
- Data Source
  KAKENHI-PUBLICLY-23H04458
[Presentation] 関数データに基づく混合治癒モデルの提案2023
- Author(s)
  荒木由布子
- Organizer
  第37回日本計算機統計学会
- Data Source
  KAKENHI-PROJECT-20H00576
[Presentation] Survival analysis with several classes of functional data as covariates2022
- Author(s)
  Yuko Araki
- Organizer
  The 5th International Conference on Econometrics and Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Latency estimation for P-spline mixture cure model2022
- Author(s)
  板東蓉子, 荒木由布子
- Organizer
  第20回情報学ワークショップ（実行委員会・電子情報通信学会東海支部）
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 多変量関数凸クラスタリングの提案と手話学習データへの適用2022
- Author(s)
  澤木大輔, 西田昌史, 荒木由布子
- Organizer
  2022年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] ぷよぷよeスポーツにおける先制の概念の検討と勝因の分析2022
- Author(s)
  松谷康平, 山元佑京, 土居亮介, 金子楓果, 荒木由布子
- Organizer
  日本統計学会スポーツ統計分科会第11回スポーツデータ解析コンペティション
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Statistical Modeling for the Nonlinear Structure of Quantiles in Hierarchical Data via Regularization2022
- Author(s)
  Araki, Yuko
- Organizer
  Risk and Statistics, 3rd Tohoku-ISM-UUlm Joint Workshop
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 関数データ解析の基礎と実践2022
- Author(s)
  荒木由布子
- Organizer
  計量生物学会主催 2021年度計量生物セミナー「相関のあるデータの解析」
- Invited
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 共分散構造分析を用いた野球における「勝負強さ」の探索2022
- Author(s)
  田邊倭, 板東蓉子, 荒木由布子
- Organizer
  日本統計学会スポーツ統計分科会第11回スポーツデータ解析コンペティション
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Biostatistical modeling for the analysis of the cortisol circadian rhythm in infants2022
- Author(s)
  Yuko Araki
- Organizer
  8th Annual Data Science in Engineering and Life Sciences Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 関数データ解析入門2022
- Author(s)
  荒木由布子
- Organizer
  中央大学研究機構講演会
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Functional mediation analysis with model selection2022
- Author(s)
  Y. Araki
- Organizer
  15th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Functional convex clustering2021
- Author(s)
  澤木大輔, 櫻田京之介, 荒木由布子
- Organizer
  2021年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 医学研究における統計的モデリング2021
- Author(s)
  荒木由布子
- Organizer
  浜松工業会東京支部 2020年度講演会
- Invited
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 非線形構造を有する経時測定データのためのBayesian nonparametric quantile mixed-effects models2021
- Author(s)
  荒木由布子
- Organizer
  久留米大学バイオ統計センター公開セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Functional survival analysis with convex clustering2021
- Author(s)
  Yuko Araki
- Organizer
  The 14th International Conference on Computational and Methodological Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Constructing a prediction model for ocular fundus abnormalities using health big data in Hamamatsu2021
- Author(s)
  Sawaki, D, Mizunaga,N, Ojima, T, Akamatsu, Y, Araki Y
- Organizer
  The 26th Shizuoka forum on health and longevity
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 多変量関数主成分分析を用いた手話学習支援システムの構築2021
- Author(s)
  高須優, 櫻田京之介, 荒木由布子, 西田昌史, 綱川隆司, 西村雅史
- Organizer
  情報処理学会アクセシビリティ研究会第16回研究会
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Changes in alcohol consumption pattern during the COVID-19 pandemic2021
- Author(s)
  Bando, Y, Yamamoto, U, Ojima, T, Akamatsu, Y, Araki Y
- Organizer
  The 26th Shizuoka forum on health and longevity
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 関数順序付きロジスティック回帰モデルによる官能評価予測2021
- Author(s)
  櫻田京之介, 澤木大輔, 荒木由布子, 久岡未来
- Organizer
  2021年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] グラフィカルモデリングを用いたハイプレス有効性の検討2020
- Author(s)
  大嶋夏乃, 澤本拓真, 澤木大輔, 金子楓果, 荒木由布子
- Organizer
  第10回スポーツデータ解析コンペティション
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 多変量関数主成分分析による手話学習者の多部位挙動分析2020
- Author(s)
  櫻田京之介, 荒木由布子, 和泉勇希, 西田昌史
- Organizer
  2020年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 初回走者一塁におけるエンドランの成功要因分析2020
- Author(s)
  田邊倭, 板東蓉子, Kim Taejin, 荒木由布子
- Organizer
  第10回スポーツデータ解析コンペティション
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Functional survival analysis with several classes of trajectories2020
- Author(s)
  Yuko Araki
- Organizer
  The 13th International Conference on Computational and Methodological Statistics 2020
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Characterization of sign language movement at multiple body parts using multivariate functional principal component analysis2020
- Author(s)
  Kyonosuke Sakurada, Yuko Araki, Yuki Izumi, Masafumi Nishida
- Organizer
  第25回静岡健康・長寿学術フォーラム
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] ガウス過程分位点回帰モデリングと新生児ホルモン分泌リズムの解明2020
- Author(s)
  田辺佑太, 荒木由布子
- Organizer
  2020年度科研費シンポジウム「多様な分野のデータに対する統計科学・機械学習的アプローチ」
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] 不確実性の中からの知識価値生成　～医学研究における統計モデルの探求～2020
- Author(s)
  荒木由布子
- Organizer
  第118回肥前セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] Study on the impacts of regional differences and care-receivers’age on the demand for care services by text mining2020
- Author(s)
  Daisuke Sawaki , Fuka Kaneko , Yamato Tanabe , Yuko Araki , Ataru Shindo , Natsumi Harada and Chiaki Yagura
- Organizer
  第25回静岡健康・長寿学術フォーラム
- Data Source
  KAKENHI-PROJECT-20K11707
[Presentation] MRIデータに基づくアルツハイマー病早期発見のための統計的モデリング2017
- Author(s)
  荒木由布子
- Organizer
  BIO tech 2017 アカデミックフォーラム
- Invited
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Functional path analysis with composite basis expansons2017
- Author(s)
  Araki, Y
- Organizer
  10th International coference on Computational and Methodological Statistics 2017
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Simulation of Optimum selection of pharmacies during a disaster in Hamamatsu City2017
- Author(s)
  Takahashi T, Kamada T, Araki Y, Ozeki K, Okada E and Ojima T
- Organizer
  第22回静岡健康・長寿学術フォーラム
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] MRI データに基づくアルツハイマー病早期発見のための統計的モデリング2017
- Author(s)
  荒木由布子
- Organizer
  生物統計・疫学公開講演会
- Invited
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Bayesian estimation of Birth rate2017
- Author(s)
  Nakamura Y, Yasuhira S, and Araki Y
- Organizer
  第22回静岡健康・長寿学術フォーラム
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Risk factors for the onset of long-term care need in community-dwelling older people in Japan: 10year follow-up study of participants in the JAGES project2017
- Author(s)
  Araki, Y
- Organizer
  World Congress of Epidemiology 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Comparison of the effects on analysis results by imputation of missing values in the cross-sectional study of community-dwelling elderly people in Sefuri village2017
- Author(s)
  Ohashi J, Nasu A, Tanabe Y, Yao H and Araki Y
- Organizer
  第22回静岡健康・長寿学術フォーラム
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] 潜在性脳梗塞に対する保護因子としての出産数：地域在住の一般住民における検討2017
- Author(s)
  八尾博史, 荒木由布子, 高島由紀, 内野晃, 杠岳文, 橋本学
- Organizer
  第42回日本脳卒中学会総会
- Place of Presentation
  大阪国際会議場（大阪府、大阪市）
- Year and Date
  2017-03-16
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] 特別セッション「数理統計研究者と生物統計家の連携について考えよう」2017
- Author(s)
  二宮嘉行,藤澤洋徳,高橋邦彦,田栗正隆,荒木由布子,嘉田晃子,星野崇宏
- Organizer
  統計科学が切り拓く個別化医療：方法論・実践のフロンティア
- Place of Presentation
  アクロス福岡(福岡県、福岡市）
- Year and Date
  2017-03-27
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] 地域在住一般住民における認知機能評価のための多角的アプローチ2017
- Author(s)
  八尾博史, 荒木由布子, 高橋由紀, 内野晃
- Organizer
  日本脳ドック学会総会
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] 根拠に基づく医学への数理統計学の挑戦～QOLの向上のために～2016
- Author(s)
  荒木由布子
- Organizer
  静岡大学情報学部公開講座2016
- Place of Presentation
  静岡大学浜松キャンパス（静岡県浜松市）
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] 10年間追跡調査に基づく要介護認定リスクモデルの探索的検討2016
- Author(s)
  荒木由布子, 岡田栄作, 尾島俊之, 近藤克則
- Organizer
  JAGES研究会
- Place of Presentation
  東京大学（東京都港区）
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] 潜在性脳梗塞における生物学的性差：地域在住の一般住民における検討2016
- Author(s)
  八尾博史, 目名まりあ, 荒木由布子
- Organizer
  第39回日本高血圧学会総会
- Place of Presentation
  仙台国際センター（宮城県仙台市）
- Year and Date
  2016-09-30
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Regional comparison of risk factors　related to the onset of certification of long-term care need in community-dwelling elderly people in Japan: Follow-up study of participants in the JAGES project.2016
- Author(s)
  Kamada, T., Okuno, S., Araki, Y., Okada, E., Ojima, T.
- Organizer
  第21回静岡健康・長寿学術フォーラム
- Place of Presentation
  グランシップ（静岡県静岡市）
- Year and Date
  2016-11-25
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Analysis of risk factors of silent brain infarction using the Bayesian Network: the Sefuri study.2016
- Author(s)
  Mena, M., Terada, A. , Yao, H., Araki, Y.
- Organizer
  第21回静岡健康・長寿学術フォーラム
- Place of Presentation
  グランシップ（静岡県静岡市）
- Year and Date
  2016-11-25
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Physical inactivity associated with vascular depression or apathy leads to hippocampal atrophy and memory dysfunction in community-dwelling elderly subjects: The Sefuri study2016
- Author(s)
  Yao H, Araki Y,Takashima Y, Nogami K, Uchino A, Yuzuriha T, Hashimoto M.
- Organizer
  International Stroke Conference
- Place of Presentation
  Los Angeles, USA
- Year and Date
  2016-02-17
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Sparse functional classification method with composite basis function for early detection of Alzheimer's disease based on brain MRI.2016
- Author(s)
  Araki, Y., Kawaguchi, A.
- Organizer
  The XXVIIIth International Biometric Conference.
- Place of Presentation
  Victoria Conference Centre（バンクーバー、カナダ）
- Year and Date
  2016-07-10
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Propensity score analysis of causal effects of silent brain infarction on cognitive dysfunction: the Sefuri study2016
- Author(s)
  Shimizu, T., Ishikawa, Y., Yao, H., Araki, Y.
- Organizer
  第21回静岡健康・長寿学術フォーラム
- Place of Presentation
  グランシップ（静岡県静岡市）
- Year and Date
  2016-11-25
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] 大規模追跡調査に基づく要介護認定リスクモデルの提案2016
- Author(s)
  荒木由布子, 岡田栄作, 尾島俊之, 近藤克則
- Organizer
  複雑な生命現象を読み解くための大規模データ解析とモデリング
- Place of Presentation
  久留米シティプラザ（福岡県福岡市）
- Year and Date
  2016-11-07
- Invited
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Statistics modeling for high dimensional data and its application in Biostatistics ~Functional sparse logistic discrimination via composite basis expansions~2015
- Author(s)
  荒木由布子
- Organizer
  第8回東海地区生物統計ネットワークセミナー
- Place of Presentation
  名古屋大学
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Intrinsic feature extraction via functional data analysis2015
- Author(s)
  Araki Y
- Organizer
  8th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Place of Presentation
  University of London, UK
- Year and Date
  2015-12-12
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Elucidation of factors related to the onset of certification of long-term care need in community-dwelling elderly people in Japan:10-year follow-up study of participants in the JAGES project.2015
- Author(s)
  Eisaku Okada,Yuko Araki,Katsunori Kondo,Hiroshi Hirai,Toshiyuki Ojima
- Organizer
  第20回静岡健康・長寿学術フォーラム
- Place of Presentation
  グランシップ
- Year and Date
  2015-10-30
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] 10年間追跡調査に基づく高齢者の要介護認定リスク因子の探索的検討2015
- Author(s)
  荒木由布子, 岡田栄作, 近藤克則, 尾島　俊之
- Organizer
  科研費シンポジウム「生命科学データ解析の方法論と健康科学への応用」
- Place of Presentation
  東京大学医科学研究所
- Year and Date
  2015-10-16
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] Two-Way RegularizedFunctional Classification for HighDimensional Brain MRI Data.2012
- Author(s)
  Araki Y
- Organizer
  26th International Biometric Conference
- Place of Presentation
  Kobe International Conference Center.
- Year and Date
  2012-08-30
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] 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.2012
- Author(s)
  荒木由布子
- Organizer
  応用統計学会2012年度年会
- Place of Presentation
  統計数理研究所
- Year and Date
  2012-05-24
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] 正則化関数データモデリングとその適用.2012
- Author(s)
  荒木由布子.
- Organizer
  第7回BiostatisticsNetwork
- Place of Presentation
  統計数理研究所
- Year and Date
  2012-08-08
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] 二段階正則化に基づく生存時間解析法と脳画像データへの適用2012
- Author(s)
  荒木由布子
- Organizer
  2012年度統計関連学会連合大会
- Place of Presentation
  北海道大学
- Year and Date
  2012-09-11
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] The analysis ofhigh-dimensional brain image via sparse principal componentfunctional regression.2012
- Author(s)
  Araki,Y.
- Organizer
  East Asia Regional Biometric Conference 2012.
- Place of Presentation
  Seoul National University, Seoul, Korea.
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] The analysis of high-dimensional brain image via sparse principal component functional regression2012
- Author(s)
  Yuko Araki
- Organizer
  East Asia Regional Biometric Conference 2012
- Place of Presentation
  ソウル大学,ソウル,韓国
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] 三次元脳画像によるアルツハイマー病早期発見のための関数データ解析2011
- Author(s)
  荒木由布子.
- Organizer
  応用統計学会2011年度年会
- Place of Presentation
  大阪大学吹田キャンパス銀杏会館ホール.
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] 認知症早期発見のための3次元脳画像に基づく関数データ解析2011
- Author(s)
  荒木由布子
- Organizer
  2011年度統計関連学会連合大会
- Place of Presentation
  九州大学,福岡
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] The early detection of Alzheimer's diseases based on MRI data via sparse functional logistic classification.2011
- Author(s)
  Araki,Y.
- Organizer
  Joint Meeting of the 2011 Taipei International Statistical Symposium and 7th Conference of the Asian Regional Section of the IASC.
- Place of Presentation
  AcademiaSinica, Taipei, Taiwan.
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] 三次元脳画像によるアルツハイマー病早期発見のための関数データ解析2011
- Author(s)
  荒木由布子
- Organizer
  応用統計学会2011年度年会
- Place of Presentation
  大阪大学,大阪
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] 認知症早期発見のための三次元脳画像に基づく関数データ解析2011
- Author(s)
  荒木由布子.
- Organizer
  2011年度統計関連学会連合大会
- Place of Presentation
  九州大学伊都キャンパス.
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] The early detection of Alzheimer's diseases based on MRI data via sparse functional logistic classification2011
- Author(s)
  Yuko Araki
- Organizer
  Joint meeting of the 2011 Taipei International Statistical Symposium
- Place of Presentation
  Academia Sinica,台北,台湾
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] Regularized functional classification of the kinetic trace of developmental mouse retina2010
- Author(s)
  Araki Y
- Organizer
  Australian Statistical Conference 2010
- Place of Presentation
  Perth, Australia
- Year and Date
  2010-12-09
- Data Source
  KAKENHI-PROJECT-20300099
[Presentation] Regularized functional classification of the kinetic trace of developmental mouse retina2010
- Author(s)
  Araki Y., Yanagawa T.
- Organizer
  Australian Statistical Conference 2010
- Place of Presentation
  Perth, Australia.
- Year and Date
  2010-12-09
- Data Source
  KAKENHI-PROJECT-20300099
[Presentation] Regularized functional classification of the kinetic trace of developmental mouse retina2010
- Author(s)
  Yuko Araki
- Organizer
  Australian Statistical Conference 2010
- Place of Presentation
  パース,オーストラリア
- Year and Date
  2010-12-09
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] Regularized functional classification of the kinetic trace of developmental mouse retina.2010
- Author(s)
  Araki, Y.
- Organizer
  The 20th Australian Statistical Conference
- Place of Presentation
  Fremantle, Australia.
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] 情報量規準に基づく効率的な正則化パラメータ選択2009
- Author(s)
  荒木由布子
- Organizer
  日本計算機統計学会第23回シンポジウム
- Place of Presentation
  札幌学院大学, 札幌市
- Data Source
  KAKENHI-PROJECT-20300099
[Presentation] 情報量規準に基づく効率的な正則化パラメータ選択2009
- Author(s)
  荒木由布子
- Organizer
  2009年度統計関連学会連合大会
- Place of Presentation
  同志社大学, 京都市
- Data Source
  KAKENHI-PROJECT-20300099
[Presentation] Efficient regularization parameter selection based on information criteria2009
- Author(s)
  荒木由布子
- Organizer
  The 1^<st> IMS Asia Pacific Rim Meeting
- Place of Presentation
  National Seoul University, Seoul
- Data Source
  KAKENHI-PROJECT-20300099
[Presentation] Regularized functional logistic discrimination and its apliction to the longtitudinal data2008
- Author(s)
  Araki, Y
- Organizer
  The 2nd International Kumme Symposium on Biostatlstrcs Analysis of Longitudinal Data and Related Toics
- Place of Presentation
  Fukuoka
- Year and Date
  2008-02-25
- Data Source
  KAKENHI-PROJECT-19650068
[Presentation] Functional Logistic Discrimination and its Application to the Proteomics Trajectory Data2008
- Author(s)
  Yuko Araki
- Organizer
  International Biometric Conference
- Place of Presentation
  Dublin, Ireland
- Data Source
  KAKENHI-PROJECT-19650068
[Presentation] Application of Causal Modeling on Radiation, Inflammation, and Selected Radiation/Inflammation-Induced Health Outcomes2008
- Author(s)
  Kakuma T., Hsu W-L., Araki Y.
- Organizer
  The 2008 Joint Statistical Meetings
- Place of Presentation
  Denver, USA.
- Year and Date
  2008-08-07
- Data Source
  KAKENHI-PROJECT-20300099
[Presentation] Functional discriminant analysis via radial basis function expansion and model selection criterion2007
- Author(s)
  Araki, Y
- Organizer
  International COE conference on the development of DMEF
- Place of Presentation
  Kyushu University
- Year and Date
  2007-10-04
- Data Source
  KAKENHI-PROJECT-19650068
[Presentation] 正則化関数データモデリングとその適用
- Author(s)
  荒木由布子
- Organizer
  第７回Biostatistics Network
- Place of Presentation
  統計数理研究所
- Invited
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] 大腸病変によるNBI観察下surface pattern・vascular patternと病理組織構築の関係
- Author(s)
  前山泰彦, 野田哲裕, 長田修一郎, 河野弘志, 秋葉純, 荒木由布子, 角間辰之, 光山慶一, 鶴田修, 鳥村拓司
- Organizer
  第８８回日本消化器内視鏡学会総会
- Place of Presentation
  神戸国際会議場
- Year and Date
  2014-10-23 – 2014-10-26
- Data Source
  KAKENHI-PROJECT-26730023
[Presentation] 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
- Author(s)
  荒木由布子
- Organizer
  応用統計学会2012年度年会
- Place of Presentation
  統計数理研究所
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] Two-Way Regularized Functional Classification for High Dimensional Brain MRI Data
- Author(s)
  Araki, Y.
- Organizer
  26th International Biometric Conference
- Place of Presentation
  Kobe International Conference Center
- Data Source
  KAKENHI-PROJECT-22700298
[Presentation] Two-step regularized Cox proportional hazard model for high-dimensional brain MRI data
- Author(s)
  Araki, Y., Kawaguchi, A.
- Organizer
  27th International Biometric Conference
- Place of Presentation
  Florence, Italy
- Year and Date
  2014-07-06 – 2014-07-11
- Data Source
  KAKENHI-PROJECT-26730023

1. 岩田欧介 (30465710)

# of Collaborated Projects: 4 results

# of Collaborated Products: 5 results
2. YANAGAWA Takashi (80029488)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
3. KAKUMA Tatsuyuki (50341540)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
4. Obata Nobuaki (10169360)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
5. 川野秀一 (50611448)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
6. HATTORI Satoshi (50425154)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. YONEMOTO Kouji (90398090)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 岡村尚昌 (00454918)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 國吉康夫 (10333444)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 永田雅子 (20467260)

# of Collaborated Projects: 1 results

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11. 藤岡一路 (20568810)

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12. 柴崎淳 (30540471)

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13. 竹内章人 (40731386)

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14. 日下隆 (50274288)

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15. 有光威志 (60383840)

# of Collaborated Projects: 1 results

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16. 戸田智基 (90403328)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. 岩田幸子 (40465711)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
18. 津田兼之介 (20727507)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. 杉浦真弓 (30264740)

# of Collaborated Projects: 1 results

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20. 横井暁子 (40464565)

# of Collaborated Projects: 1 results

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21. 横山清子 (50174868)

# of Collaborated Projects: 1 results

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22. 尾崎康彦 (50254280)

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23. 古川壽亮 (90275123)

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24. 今泉允聡 (90814088)

# of Collaborated Projects: 1 results

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25. 山本倫生 (50721396)

# of Collaborated Projects: 1 results

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26. 洞彰人 (10212200)

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27. 田中太初 (50466546)

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28. 青嶋誠 (90246679)

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29. 矢田和善 (90585803)

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30. 星野伸明 (00313627)

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31. 塩濱敬之 (40361844)

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32. 鈴木大慈 (60551372)

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33. 石井晶 (20801161)

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34. 江頭健斗 (20979869)

# of Collaborated Projects: 1 results

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35. 蛭川潤一 (10386617)

# of Collaborated Projects: 1 results

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36. 松田安昌 (10301590)

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37. 田畑耕治 (30453814)

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38. 片山翔太 (50742459)

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39. 中山優吾 (40884169)

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40. 植木優夫 (10515860)

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41. 小森理 (60586379)

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42. 金森敬文 (60334546)

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43. 松井秀俊 (90633305)

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44. TETUJI Ohyama

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45. YOUNG Truong Kinh-Nhue

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46. 高島由紀

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47. 八尾博史

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48. 今井一徳

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Araki Yuko 荒木 由布子

ARAKI YUKO 荒木 由布子

ARAKI Yuko 荒木 由布子

Research Projects

Research Products

Co-Researchers

高次元多層時空間データの記述法・統計モデル開発と実データへの適用Principal Investigator

Principal Investigator

Project Period (FY)

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Review Section

Research Institution

Impvoving sleep and stress of mthoers and infants to minimmise adverse events related with peripartum depression

Principal Investigator

Project Period (FY)

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Review Section

Research Institution

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Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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Principal Investigator

Principal Investigator

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Research Category

Review Section

Research Institution

Development of novel statistical modeling based on functional data analysis for high-dimensional data and its applicationPrincipal Investigator

Principal Investigator

Project Period (FY)

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Review Section

Research Institution

Extended exposure of preterm infants to maternal voice to improve neuro-developmental outcomes

Principal Investigator

Project Period (FY)

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Review Section

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Innovative Developments of Theories and Methodologies for Large Complex Data

Principal Investigator

Project Period (FY)

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Review Section

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Quantum probability and asymptotic analysis of large finite systems

Principal Investigator

Project Period (FY)

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Review Section

Research Institution

The development of statistical models based on function data for the high-dimensional medical dataPrincipal Investigator

Principal Investigator

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Functional data analysis for medical data and its applicationPrincipal Investigator

Principal Investigator

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Development of functional ANOVA models for multi-state survival data and its applications

Principal Investigator

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遺伝子発現時系列データ解析技法の開発

Principal Investigator

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[Book] Pythonで学ぶ確率統計 (探検データサイエンス)2023

Author(s)

Araki Yuko 荒木由布子

ARAKI YUKO 荒木由布子

ARAKI Yuko 荒木由布子

[Book] バイオ統計の基礎 : 医薬統計入門（第5刷）2018

[Book] バイオ統計シリーズ1　バイオ統計の基礎-医薬統計入門-　Kindle版2016