MURATA Noboru 村田昇

… Alternative Names

村田昇ムラタノボル

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Researcher Number	60242038
Other IDs	https://orcid.org/0000-0002-4258-6877
External Links
Affiliation (Current)	2025: 早稲田大学, 理工学術院, 教授
Affiliation (based on the past Project Information) *help	2011 – 2024: 早稲田大学, 理工学術院, 教授 2005 – 2007: Waseda University, Department of Electrical Engineering and Bioscience, Profassor, 理工学術院, 教授 2006: 早稲田大学, 理工学部電気電子情報工学科, 教授 2004: 早稲田大学, 理工学術院, 助教授 2000 – 2004: 早稲田大学, 理工学部, 助教授 2001: 大阪大学, 人間科学研究科, 助教授 1993: 東京大学, 工学部, 助手
Review Section/Research Field	Principal Investigator Science and Engineering / Engineering fundamentals Except Principal Investigator Statistical science / Broad Section J / Medium-sized Section 61:Human informatics and related fields / Basic Section 61030:Intelligent informatics-related / Statistical science / Medium-sized Section 43:Biology at molecular to cellular levels, and related fields / Intelligent informatics / Statistical science … More / General mathematics (including Probability theory/Statistical mathematics) / Communication/Network engineering / 情報通信工学 / Complex systems / Engineering fundamentals Less
Keywords	Principal Investigator information geometry / learning algorithm / Bayes statistics / ensemble learning / statistical learning theory / 情報幾何 / Bregman divergence / boosting / 情報幾何学 / 学習アルゴリズム … More / ベイズ統計 / 集団学習 / 統計的学習 / 距離学習 / 多重カーネル学習 / 情報量 / データ縮約 … More Except Principal Investigator 機械学習 / 情報幾何学 / 独立成分分析 / 汎化誤差 / サイバーセキュリティ / MRI / 深層学習 / MDL原理 / 情報幾何 / SNP / FastICA / ブースティング / 関数データ解析 / プロテオーム / higher-order cumulant / independent component analysis / 因子分析 / モデルの適合度 / 高次キュムラント / MCMC / 強化学習 / スパースコーディング / 因子回転 / 識別性 / 因果探索 / 転移学習 / 確率的勾配降下法 / 固有値分解 / Fisher情報行列 / 脳情報読み出し(デコーディング) / 脳機能計測・非侵襲的脳活動計測 / 神経心理学・言語神経科学 / 脳認知科学 / 進化分子工学 / 遺伝暗号 / 合成生物学 / タンパク質 / 確率的コンプレキシティ / 非負値行列因子分解 / 局所指数族バンドル / 誤り訂正符号 / Markovモデル / スパース重ね合わせ符号 / メタ学習 / Markov連鎖 / 圧縮センシング / 進化系統樹 / 汚染ガウスモデル / 超解像 / 磁気共鳴画像法 / スパース学習 / 教師あり学習 / 情報理論 / 記述長最小原理 / 非負値行列分解 / モーダル回帰 / ガウス過程 / ノンパラメトリック推定 / 学習アルゴリズム / ノンパラメトリック / 脳内ネットワーク / 項目反応理論 / 多次元尺度法 / 脳科学 / 順序カテゴリカルデータ / 脳信号 / ワーキングメモリ / セミパラメトリック法 / 一般化線形混合モデル / モデル選択 / 欠測値データ / 脳情報 / ランダムネスの効用 / missing data analysis / 多重指標 / うつ病 / Bayesian inference / Causal inference / 測定誤差 / 欠測データと生体情報 / sparse modeling / big data / cyclic model / missingness / causality / 脳科学・脳情報 / fMRIデータ / 統計的因果推論 / メタアナリシス / 欠測値データ解析 / 巡回因果モデル / 疑似尤度解析 / マルチンゲール展開 / ファイナンス / 漸近理論 / 確率過程 / 確率論 / 解析学 / 統計数学 / セミマルチンゲール / ボラティリティ / 非同期共分散推定 / 擬似尤度解析 / 確率過程の統計学 / 極限定理 / Malliavin解析 / 漸近展開 / Sequential Marginal Likelihood / marginal entropy minimization / non-linear feature extraction / Sequential Monte Carlo Methods / Bayesian framework / online change detection / 粒子フィルタ / 変化検出 / 逐次周辺尤度 / 周辺情報量最小化 / 非線形特徴抽出 / 逐次モンテカルロ / Bayes的アプローチ / オンライン変化検出 / proteome / protein expression / gene expression / Boosting / statistical inference / machine learning / バイアスモデル / バイオインフォマティクス / 一塩基多型 / 多重比較 / 自己組織化主成分 / メタアナライシス / パタン認識 / マイクロアレイ / ゲノムデータ / タンパク発現 / 遺伝子発現 / 統計推論 / prior information / confirmatory analysis / factor analysis / factor score indeterminacy / causal inference / nonnormality / 飽和モデル / 同値モデル / モデルの適合 / 因果仮説 / 事前情報 / 検証的分析 / 因子不確定性 / 因果推論 / 非正規性 / Multimodal person authentication / Biometric person authentication / Face verification / Signature verification / 顔特徴 / バイオメトリック認識 / ペントラジェクトリー / HMM / 声紋 / 顔照合 / マルチモーダル / バイオメトリックス / マルチモーダル個人認証 / バイオメオリック個人認証 / 顔画像認証 / 署名照合 / functional data analysis / Proteome / self-organizing PCA / AdaBoost / gene expression data / SNP haplotyping / bioinformatics / 独立成分解析 / モデル特異性 / 統計推測 / ニューラルネット / ロバスト / SNPデータ / 統計推理 / DNAマイクロアレイ / 統計学 / 自己組織化主成分分析 / アダブースト / 遺伝子発現データ / SNPハプロタイピング / バイオインフォマチックス / model fit / confirmatory and exploratory analysis / higher-order moment / identifiability / structural equation modeling / independent factor analysis / 共分散構造分析 / 独立 / 変数選択 / 因子仮説 / 誤差共分散 / 共通性 / 独立性 / 構造方程式モデリング(SEM) / 独立成分分析(ICA) / 検証的分析と探索的分析 / 高次モーメント / 構造方程式モデリング / 独立因子分析 / ベイズ推論 / 全状態探索法 / λ-scan / SpDMD / 潜在構造 / スパースモデリング / ES-DoS / 全状態探索 / スパースDMD / ブラインドセンシング / スペクトル分解 / 潜在構造抽出 / データ駆動科学 / 高次元データ解析 / 認知心理学 / 国際研究者交流（英国） / 国際研究者交流（米国） / 精神疾患と脳内情報処理 / functinal connectivity / structural connectivity / ベイズ / 脳内情報処理 / 統計的正則化法 / 不良設定問題 / 誤差の制御 / 多変量解析 / ベイジアンネットワーク / SEM / ICA / 非正規情報 / 統計的因果 / 訓練誤差 / 情報量規準 / 学習曲線 / 神経回路網 Less

Fisher情報行列と記述長最小原理に基づく深層学習の理論
- Principal Investigator
  
  竹内純一
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Kyushu University
脳磁図と頭蓋内脳波の時間分解MVP解析による言語の形式と意味を繋ぐシステムの解明
- Principal Investigator
  
  酒井弘
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Waseda University
Explorations into the Neurocognitive Basis of Symbolic Processing: Focusing on the Mediation System between Form and Meaning of Human Language
- Principal Investigator
  
  酒井弘
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Review Section
  
  Broad Section J
- Research Institution
  Waseda University
Theory and Practice of Deep Learning Based on Fisher Information Matrix and MDL Principle
- Principal Investigator
  
  竹内純一
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Review Section
  
  Broad Section J
- Research Institution
  Kyushu University
Analysis of transfer learning based on information geometry
- Principal Investigator
  
  日野英逸
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  The Institute of Statistical Mathematics
Is the set of 20 Canonical amino acids essential for Life: from viewpoints of alternative genetic codes
- Principal Investigator
  
  Kiga Daisuke
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 43:Biology at molecular to cellular levels, and related fields
- Research Institution
  Waseda University
Development of the MDL Principle and Its Applications
- Principal Investigator
  
  Takeuchi Junichi
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Kyushu University
Development of machine learning method for distribution data based on information geometry
- Principal Investigator
  
  Akaho Shotaro
- Project Period (FY)
  2017 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  National Institute of Advanced Industrial Science and Technology
Statistical Science of Bioinformatics
- Principal Investigator
  
  Kano Yutaka
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
Extraction of latent structure by sparse modeling
- Principal Investigator
  
  Okada Masato
- Project Period (FY)
  2013 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  The University of Tokyo
Theoretical statistics for stochastic processes and limit theorems
- Principal Investigator
  
  Yoshida Nakahiro
- Project Period (FY)
  2012 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  General mathematics (including Probability theory/Statistical mathematics)
- Research Institution
  The University of Tokyo
Statistical regularization theory and neurophysiology
- Principal Investigator
  
  KANO Yutaka
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
Weighted data contraction based on information contentPrincipal Investigator
- Principal Investigator
  
  MURATA Noboru
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Engineering fundamentals
- Research Institution
  Waseda University
統計的因果推論と非正規性
- Principal Investigator
  
  KANO Yutaka
- Project Period (FY)
  2005
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
Online Change Detection with Sequential Marginal Likelihook : Particle Filter Approach
- Principal Investigator
  
  MATSUMOTO Takashi
- Project Period (FY)
  2005 – 2007
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Communication/Network engineering
- Research Institution
  Waseda University
New statistical methodology for genome diversity analysis
- Principal Investigator
  
  EGUCHI Shinto
- Project Period (FY)
  2004 – 2007
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  The Institute of Statistical Mathematics
Between ICA and SEM
- Principal Investigator
  
  KANO Yutaka
- Project Period (FY)
  2003 – 2005
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
A Statistical Study on Bayes Statistics and Ensemble LearningPrincipal Investigator
- Principal Investigator
  
  MURATA Noboru
- Project Period (FY)
  2002 – 2005
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas
- Review Section
  
  Science and Engineering
- Research Institution
  Waseda University
Fusion of Statistics, Neural-Net, Machine Learning
- Principal Investigator
  
  EGUCHI Shinto
- Project Period (FY)
  2001 – 2003
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  The Institute of Statistical Mathematics
A Basic Study on Multimodal Biometric Person Authentication : Signature, Face and Voice
- Principal Investigator
  
  MATSUMOTO Takashi
- Project Period (FY)
  2001 – 2003
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  情報通信工学
- Research Institution
  Waseda University
"Confirmatory" independent component analysis and independent factor analysis
- Principal Investigator
  
  KANO Yutaka
- Project Period (FY)
  2000 – 2002
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
神経回路モデルに基づく学習情報処理機構の研究
- Principal Investigator
  
  甘利俊一
- Project Period (FY)
  1993
- Research Category
  
  Grant-in-Aid for General Scientific Research (C)
- Research Field
  
  Engineering fundamentals
- Research Institution
  The University of Tokyo

[Book] 情報理論の基礎-情報と学習の直感的理解のために2005
- Author(s)
  村田昇
- Total Pages
  140
- Publisher
  サイエンス社
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Book] 情報理論の基礎-情報と学習の直観的理解のために2005
- Author(s)
  村田昇
- Total Pages
  140
- Publisher
  サイエンス社
- Data Source
  KAKENHI-PROJECT-14084210
[Book] パターン認識と学習の統計学-新しい概念と手法2003
- Author(s)
  麻生英樹, 津田宏治, 村田昇
- Total Pages
  225
- Publisher
  岩波書店
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Book] 独立成分分析-多変量データ解析の新しい方法2002
- Author(s)
  甘利俊一, 村田昇
- Total Pages
  160
- Publisher
  サイエンス社
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Geometry of EM and related iterative algorithms2022
- Author(s)
  Hino Hideitsu、Akaho Shotaro、Murata Noboru
- Journal Title
  
  Information Geometry
  
  Volume: - Issue: S1 Pages: 39-77
- DOI
  10.1007/s41884-022-00080-y
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K24909
[Journal Article] Detecting cell assemblies by NMF-based clustering from calcium imaging data2022
- Author(s)
  Nagayama Mizuo、Aritake Toshimitsu、Hino Hideitsu、Kanda Takeshi、Miyazaki Takehiro、Yanagisawa Masashi、Akaho Shotaro、Murata Noboru
- Journal Title
  
  Neural Networks
  
  Volume: 149 Pages: 29-39
- DOI
  10.1016/j.neunet.2022.01.023
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12111, KAKENHI-PROJECT-17H06095, KAKENHI-PROJECT-17H01793, KAKENHI-PROJECT-20K06922, KAKENHI-PROJECT-22H04918
[Journal Article] Fast and robust multiplane single-molecule localization microscopy using a deep neural network2021
- Author(s)
  Aritake Toshimitsu、Hino Hideitsu、Namiki Shigeyuki、Asanuma Daisuke、Hirose Kenzo、Murata Noboru
- Journal Title
  
  Neurocomputing
  
  Volume: 451 Pages: 279-289
- DOI
  10.1016/j.neucom.2021.04.050
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01793, KAKENHI-PROJECT-20K07286
[Journal Article] Single-Molecule Localization by Voxel-Wise Regression Using Convolutional Neural Network.2020
- Author(s)
  Aritake T, Hino H, Namiki S, Asanuma D, Hirose K, Murata N
- Journal Title
  
  Results in Optics
  
  Volume: 1 Pages: 100019-100019
- DOI
  10.1016/j.rio.2020.100019
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K07286, KAKENHI-PROJECT-18H03291, KAKENHI-PROJECT-19K22247, KAKENHI-PROJECT-17H01793
[Journal Article] Learning Scale and Shift-Invariant Dictionary for Sparse Representation2019
- Author(s)
  Aritake Toshimitsu、Murata Noboru
- Journal Title
  
  Machine Learning, Optimization, and Data Science
  
  Volume: 11943 Pages: 472-483
- DOI
  10.1007/978-3-030-37599-7_39
- ISBN
  9783030375980, 9783030375997
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03291
[Journal Article] On a Convergence Property of a Geometrical Algorithm for Statistical Manifolds2019
- Author(s)
  Akaho Shotaro、Hino Hideitsu、Murata Noboru
- Journal Title
  
  ICONIP 2019: Neural Information Processing (CCIS)
  
  Volume: 1143 Pages: 262-272
- DOI
  10.1007/978-3-030-36802-9_29
- ISBN
  9783030368012, 9783030368029
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01793
[Journal Article] Transport analysis of infinitely deep neural network2019
- Author(s)
  Sonoda, S.and Murata, N.
- Journal Title
  
  Journal of Machine Learning Research
  
  Volume: 20(2) Pages: 1-52
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H02669
[Journal Article] Estimation of neural connections from partially observed neural spikes2018
- Author(s)
  Iwasaki Taishi、Hino Hideitsu、Tatsuno Masami、Akaho Shotaro、Murata Noboru
- Journal Title
  
  Neural Networks
  
  Volume: 108 Pages: 172-191
- DOI
  10.1016/j.neunet.2018.07.019
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01793, KAKENHI-PROJECT-16K16108
[Journal Article] Geometrical Formulation of the Nonnegative Matrix Factorization2018
- Author(s)
  Akaho Shotaro、Hino Hideitsu、Nara Neneka、Murata Noboru
- Journal Title
  
  International Conference on Neural Information Processing (LNCS(
  
  Volume: 11303 Pages: 525-534
- DOI
  10.1007/978-3-030-04182-3_46
- ISBN
  9783030041816, 9783030041823
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01793
[Journal Article] Information Geometric Perspective of Modal Linear Regression2018
- Author(s)
  Sando Keishi、Akaho Shotaro、Murata Noboru、Hino Hideitsu
- Journal Title
  
  International Conference on Neural Information Processing
  
  Volume: 11303 Pages: 535-545
- DOI
  10.1007/978-3-030-04182-3_47
- ISBN
  9783030041816, 9783030041823
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01793
[Journal Article] Analysis of Coherent Phonon Signals by Sparsity-promoting Dynamic Mode Decomposition2018
- Author(s)
  S. Murata、S. Aihara、S. Tokuda、K. Iwamitsu、K Mizoguchi、I. Akai、M. Okada
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 87 Issue: 5 Pages: 054003-054003
- DOI
  10.7566/jpsj.87.054003
- NAID
  210000134811
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PUBLICLY-16H01552, KAKENHI-PLANNED-25120009, KAKENHI-PROJECT-16K13824, KAKENHI-PROJECT-16H04002, KAKENHI-PROJECT-16H04003
[Journal Article] Extraction of Latent Dynamical Structure from Time-series Spectral Data2016
- Author(s)
  Shin Murata, Kenji Nagata, Makoto Uemura, and Masato Okada
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 85(10) Issue: 10 Pages: 1-6
- DOI
  10.7566/jpsj.85.104003
- NAID
  210000134111
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PLANNED-25120009, KAKENHI-PROJECT-25330283
[Journal Article] Maximum tsunami height prediction using pressure gauge data by a Gaussian process at Owase in the Kii Peninsula, Japan2016
- Author(s)
  Igarashi, Y., T. Hori, S. Murata, T. Baba and M. Okada
- Journal Title
  
  Mar. Geophys. Res
  
  Volume: 37 Issue: 4 Pages: 361-370
- DOI
  10.1007/s11001-016-9286-z
- NAID
  120007144462
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01549, KAKENHI-PLANNED-25120009, KAKENHI-PROJECT-16H01707
[Journal Article] Multiple Kernel Learning with Gaussianity Measure2012
- Author(s)
  Hideitsu Hino, Nima Reyhani, Noboru Murata
- Journal Title
  
  Neural Computation
  
  Volume: Vol.24 Issue: 7 Pages: 1853-1881
- DOI
  10.1162/neco_a_00299
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23656072
[Journal Article] Multiple Kernel Learning with Gaussianity Measures2012
- Author(s)
  Hideitsu Hino, Nima Reyhani, Noboru Murata
- Journal Title
  
  Neural Computation
  
  Volume: 24
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23656072
[Journal Article] Robust boosting algorithm against mislabeling in multi-class problems2008
- Author(s)
  T.Takenouchi, S.Eguchi, N.Murata and T.Kanamori.
- Journal Title
  
  Neural Computation 20(6)
  
  Pages: 1596-1630
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] Robust boosting algorithm against mislabeling in multi-class problems.2008
- Author(s)
  T. Takenouchi, S. Eguchi, N. Murata and T. Kanamori.
- Journal Title
  
  Neural Computation 20(6)
  
  Pages: 1596-1630
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] Robust boosting algorithm against mislabeling in multi-class problems.2008
- Author(s)
  T. Takenouchi, S. Eguchi, N. Murata, T. Kanamori.
- Journal Title
  
  Neural Computation 20, 6
  
  Pages: 1596-1630
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] Robust Loss Functions for Boosting2007
- Author(s)
  T.Kanamori, T.Takenouchi, S.Eguchi, N.Murata
- Journal Title
  
  Neural Computation (To appear)
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] 12007
- Author(s)
  T.Kanamori, T.Takenouchi, S.Esuchi, N.Murata
- Journal Title
  
  19(8)
  
  Pages: 2183-2244
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] Tutorial Series on Brain-Inspired Computing, Part 6 : Geometrical Structure Of Boosting Algorithm2007
- Author(s)
  T. Kanamori, T. Takenouchi, N. Murata
- Journal Title
  
  New Generation Computing 25(1)
  
  Pages: 117-141
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] Tutorial Series on Brain-Inspired Computing,Part 6:Geometrical Structure of Boosting Algorithm2007
- Author(s)
  T.Kanamori, T.Takenouchi, N.Murata
- Journal Title
  
  New Generation Computing 25(1)
  
  Pages: 117-141
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] Robust Loss Functions for Boosting2007
- Author(s)
  T. Kanamori, T. Takenouchi, S. Eguchi, N. Murata
- Journal Title
  
  Neural Computation 19(8)
  
  Pages: 2183-2244
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] Robust loss functions for boosting2007
- Author(s)
  T.Kanamori, T.Takenouchi, S.Eguchi and N.Murata.
- Journal Title
  
  Neural Computation 19
  
  Pages: 2183-2244
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] Robust loss functions for boosting.2007
- Author(s)
  T. Kanamori, T. Takenouchi, S. Eguchi, N. Murata.
- Journal Title
  
  Neural Computation 19
  
  Pages: 2183-2244
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] Robust Loss Functions for Boosting2007
- Author(s)
  T.Kanamori, T.Takenouchi, S.Eguchi, N.Murata
- Journal Title
  
  Neural Computation 19(8)
  
  Pages: 2183-2244
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] A modified EM Algorithm for mixture models based on Bregman divergence2007
- Author(s)
  Yu Fujimoto, Noboru Murata
- Journal Title
  
  Annals of the Institute of Statistical Mathematics 59(1)
  
  Pages: 3-25
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] Robust loss functions for boosting.2007
- Author(s)
  T. Kanamori, T. Takenouchi, S. Eguchi and N. Murata.
- Journal Title
  
  Neural Computation 19
  
  Pages: 2183-2244
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] 時間依存型隠れマルコフモデルを用いた睡眠段階の判別2006
- Author(s)
  吉村昌子, 村田昇
- Journal Title
  
  電子情報通信学会技術研究報告 106(101)
  
  Pages: 7-12
- NAID
  110004751550
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] Predicting sleep stages based on Time-dependent hidden Markov model2006
- Author(s)
  M. Yoshimura, N. Murata
- Journal Title
  
  IEICE technical report. NC 106(102)
  
  Pages: 7-12
- NAID
  110004751550
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] On-line boosting method based on EM Algorithm2006
- Author(s)
  R, Nishino, N. Murata
- Journal Title
  
  IEICE technical report. NC 106(102)
  
  Pages: 25-30
- NAID
  110004751566
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] EM法を用いた逐次更新型ブースティング2006
- Author(s)
  西野亮太郎, 村田昇
- Journal Title
  
  電子情報通信学会技術研究報告 106(102)
  
  Pages: 25-30
- NAID
  110004751566
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] EM法を用いた逐次更新型ブースティング2006
- Author(s)
  西野亮太郎、村田昇
- Journal Title
  
  電子情報通信学会技術研究報告, NC 106(102)
  
  Pages: 25-30
- NAID
  110004751566
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] Tutorial Series on Brain-Inspired Computing, Part6 : Geometrical Structure of Boosting Algorithm.2006
- Author(s)
  Takafumi Kanamori, Takashi Takenouchi, Noboru Murata
- Journal Title
  
  New Generation Computing 25(1)
  
  Pages: 117-141
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] 時間依存型隠れマルコフモデルを用いた睡眠段階の判別2006
- Author(s)
  吉村昌子、村田昇
- Journal Title
  
  電子情報通信学会技術研究報告, NC 106(101)
  
  Pages: 7-12
- NAID
  110004751550
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] Geometrical Properties of Nu Support Vector Machines with Different Norms2005
- Author(s)
  Kazushi Ikeda, Noboru Murata
- Journal Title
  
  Neural Computation 17(11)
  
  Pages: 2508-2529
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] A Gaussian Process Robust Regression2005
- Author(s)
  N.Murata, Y.Kuroda
- Journal Title
  
  Progress of Theoretical Physics Supplement 157
  
  Pages: 280-283
- NAID
  110001276024
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] Information Geometry of Bregman divergence and its application to learning algorithms2005
- Author(s)
  Noboru Murata
- Journal Title
  
  2nd International Symposium on Information Geometry and its Applications
  
  Pages: 12-16
- Data Source
  KAKENHI-PROJECT-17560352
[Journal Article] A Gaussian Process Robust Regression.2005
- Author(s)
  Noboru Murata, Yusuke Kuroda.
- Journal Title
  
  Progress of Theoretical Physics Supplement 157
  
  Pages: 280-283
- NAID
  110001276024
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] Geometrical Properties of Nu Support Vector Machines with Different Norms2005
- Author(s)
  K.Ikeda, N.Murata
- Journal Title
  
  Neural Computation 17(11)
  
  Pages: 2508-2529
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] Geometrical Properties of Nu Support Vector Machines with Different Norms.2005
- Author(s)
  Kazushi Ikeda, Noboru Murata.
- Journal Title
  
  Neural Computation 17(11)
  
  Pages: 2508-2529
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] A Gaussian Process Robust Regression2005
- Author(s)
  Noboru Murata, Yusuke Kuroda
- Journal Title
  
  Progress of Theoretical Physics Supplement 157
  
  Pages: 280-283
- NAID
  110001276024
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] Gaussian Processes Robust Regression2004
- Author(s)
  黒田勇介, 村田昇
- Journal Title
  
  電子情報通信学会総合大会 (CD-ROM)
- NAID
  110001276024
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC.2004
- Author(s)
  Hyeyoung Park, Noboru Murata, Shun-ichi Amari.
- Journal Title
  
  Neural Computation 16(2)
  
  Pages: 355-382
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] Gaussian Processes Robust Regression2004
- Author(s)
  Y.Kuroda.N.Murata
- Journal Title
  
  General Conference of IEICE (CD-ROM)
- NAID
  110001276024
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC2004
- Author(s)
  Hyeyoung Park, Noboru Murata, Shun-ichi Amari
- Journal Title
  
  Neural Computation 16(2)
  
  Pages: 355-382
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] The most robust loss function for boosting2004
- Author(s)
  Kanamori, T., Takenouchi, T., Eguchi, S. and Murata, N.
- Journal Title
  
  Lecture Notes in Computer Science Neural Information Processing:11th International Conference 3316
  
  Pages: 496-501
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] Information Geometry of U-Boost and Bregman Divergence2004
- Author(s)
  Noboru Murata, Takashi Takenouchi, Takaufumi Kanamori, Shinto Eguchi
- Journal Title
  
  Neural Computation 16
  
  Pages: 1437-1481
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] Information geometry of U-Boost and Bregman divergence2004
- Author(s)
  Murata, N., Takenouchi, T., Kanamori, T. and Eguchi, S.
- Journal Title
  
  Neural Computation 16
  
  Pages: 1437-1481
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] The most robust loss function for boosting.2004
- Author(s)
  Kanamori, T.(Tokyo Institute of Technology), Takenouchi, T.(The Institute of Statisitcal Mathematics), Eguchi, S.(The Institute of Statisitcal Mathematics), Murata, N.(Waseda university)
- Journal Title
  
  Lecture Notes in Computer Science Neural Information Processing : 11th International Conference vol.3316
  
  Pages: 496-501
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] Information Geometry of U-Boost and Bregman Divergence2004
- Author(s)
  Noboru Murata, Takashi Takenouchi, et al.
- Journal Title
  
  Neural Computation (to appear)
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Information Geometry of U-Boost and Bregman Divergence.2004
- Author(s)
  Noboru Murata, Takashi Takenouchi, Takaufumi Kanamori, Shinto Eguchi.
- Journal Title
  
  Neural Computation 16(7)
  
  Pages: 1437-1481
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] Information Geometry of U-Boost and Bregman Divergence2004
- Author(s)
  N.Murata, T.Takenouchi, T.Kanamori, S.Eguchi
- Journal Title
  
  Neural Computation 16(7)
  
  Pages: 1437-1481
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] Information geometry of UBoost and Bregman divergence.2004
- Author(s)
  N. Murata, T. Takenouchi, T. Kanamori, S. Eguchi.
- Journal Title
  
  Neural Computation 16
  
  Pages: 437-1481
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC2004
- Author(s)
  Hyeyoung Park, Noboru Murata, et al.
- Journal Title
  
  Neural Computation 16(2)
  
  Pages: 355-382
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Information geometry of U-Boost and Bregman divergence2004
- Author(s)
  Murata, N.(Waseda unversity), Takenouchi, T.(The Institute of Statistical Mathematics), Kanamori, T.(Tokyo Institute of Technology), Eguchi, S.(The Institute of Statistical Mathematics)
- Journal Title
  
  Neural Computation vol.16
  
  Pages: 1437-1481
- Data Source
  KAKENHI-PROJECT-16300088
[Journal Article] Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC2004
- Author(s)
  H.Park, N.Murata, S.Amari
- Journal Title
  
  Neural Computation 16(2)
  
  Pages: 355-382
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14084210
[Journal Article] Geometry of U-Boost algorithm2003
- Author(s)
  Noboru Murata
- Journal Title
  
  Joint Workshop of Hayashibara Foundation and SMAPIP
  
  Pages: 43-52
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] パターン認識と学習の統計学-新しい概念と手法2003
- Author(s)
  麻生英樹, 津田宏治, 村田昇
- Journal Title
  
  統計科学のフロンティア(岩波書店) 6
  
  Pages: 139-219
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] 情報幾何入門2003
- Author(s)
  村田昇
- Journal Title
  
  電子情報通信学会技術研究報告 NC2003,22-33
  
  Pages: 1-6
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] An Approach of Grouping Decomposed Components2003
- Author(s)
  Daisuke Ito, Noboru Murata, et al.
- Journal Title
  
  4^<th> Int'l Symposium on Independent Component Analysis and Blind Signal Separation
  
  Pages: 745-750
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] An Approach of Grouping Decomposed Components2003
- Author(s)
  Daisuke Ito, Takuya Mukai, Noboru Murata
- Journal Title
  
  4th International Symposium on Independent Component Analysis and Blind Signal Separation
  
  Pages: 745-750
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] 機械学習における統計的方法2003
- Author(s)
  村田昇
- Journal Title
  
  第2回情報科学技術フォーラム「言語情報アクセス基盤技術としての機械学習」予稿集
  
  Pages: 1-20
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Geometry of U-Boost algorithm2003
- Author(s)
  Noboru Murata
- Journal Title
  
  Joint Workshop of Hayashibara Fundation and SMAPIP
  
  Pages: 43-51
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] On-line learning in changing environments with applications in supervised and unsupervised learning2002
- Author(s)
  Noboru Murata, Motoaki Kawanabe, et al.
- Journal Title
  
  Neural Networks 15
  
  Pages: 743-760
- NAID
  10010903194
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Multiplicative nonholonomic/Newton-like algorithm2001
- Author(s)
  Akuzawa Toshinao, Noboru Murata
- Journal Title
  
  Chaos Solitons & Fractals 12(4)
  
  Pages: 785-793
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Properties of the Empirical Characteristic Function and its Application to Testing for Independence2001
- Author(s)
  Noboru Murata
- Journal Title
  
  3^<rd> International Conference on Independent Component Analysis and Blind Signal Separation
  
  Pages: 445-450
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Properties of the Empirical Characteristics Function and its Application to Testing for Independence2001
- Author(s)
  Noboru Murata
- Journal Title
  
  3^<rd> Int'l Conference on Independent Component Analysis and Blind Signal Separation
  
  Pages: 19-24
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Sequential extraction of minor components2001
- Author(s)
  Tianping Chen, Shun-ichi Amari, Noboru Murata
- Journal Title
  
  Neural Processing Letters 13(3)
  
  Pages: 195-201
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Support vector machines with different norms : motivation, formulations and results2001
- Author(s)
  Joao P.Pedroso, Noboru Murata
- Journal Title
  
  Pattern Recognition Letters 22(12)
  
  Pages: 1263-1272
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-13650431
[Journal Article] Entropy-Based Sliced Inverse Regression
- Author(s)
  Hideitsu Hino, Keigo Wakayama, Noboru Murata
- Journal Title
  
  Computational Statistics and Data Analysis
  
  Volume: (掲載決定)
- NAID
  120007136834
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23656072
[Presentation] Influence Analysis of Amino Acid Residues on Protein Functions using Attention-based Neural Networks2019
- Author(s)
  Takato Kameyama, Risa Igarashi, Shigeharu Mukai, Hideaki Kanehara, Masaki Aota, Daisuke Kiga, Noboru Murata
- Organizer
  Chem-Bio Informatics Society(CBI) Annual Meeting 2019Chem-Bio Informatics Society(CBI) Annual Meeting 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00985
[Presentation] 非負値行列因子分解を用いたカルシウムイメージンクデータからの睡眠状態解析2019
- Author(s)
  永山瑞生・有竹俊光・日野英逸・上田壮志・宮崎峻弘・柳沢正史・赤穂昭太郎・村田　昇
- Organizer
  電子情報通信学会 IBISML 研究会
- Data Source
  KAKENHI-PROJECT-17H01793
[Presentation] Sleep State Analysis Using Calcium Imaging Data by Non-negative Matrix Factorization2019
- Author(s)
  Mizuo Nagayama, Toshimitsu Aritake, Hideitsu Hino, Takeshi Kanda, Toshihiro Miyazaki, Masashi Yanagisawa, Shotaro Akaho, Noboru Murata
- Organizer
  International Conference on Artificial Neural Networks 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01793
[Presentation] 最頻値線形回帰の情報幾何2018
- Author(s)
  三戸圭史，赤穂昭太郎，村田　昇，日野英逸
- Organizer
  第32回情報論的学習理論と機械学習研究会(IBISML)
- Data Source
  KAKENHI-PROJECT-17H01793
[Presentation] SpDMDによるコヒーレントフォノンの減衰振動モード分解2017
- Author(s)
  岩満一功，相原慎吾，溝口幸司，五十嵐康彦，村田伸，岡田真人，赤井一郎
- Organizer
  2017年度人工知能学会全国大会(JSAI2017), 2I2-1
- Data Source
  KAKENHI-PLANNED-25120009
[Presentation] 神経回路モデルのダイナミクスのデータ駆動的解析2016
- Author(s)
  村田伸，岡田真人
- Organizer
  2016年度人工知能学会全国大会 (JSAI2016)
- Place of Presentation
  北九州国際会議場
- Year and Date
  2016-06-06
- Data Source
  KAKENHI-PLANNED-25120009
[Presentation] リカレント型神経回路モデルに埋め込まれた低次元アトラククターの動的モード分解による抽出2016
- Author(s)
  村田伸，岡田真人
- Organizer
  第19回情報論的学習理論ワークショップ(IBIS2016)
- Place of Presentation
  京都大学
- Year and Date
  2016-11-16
- Data Source
  KAKENHI-PLANNED-25120009
[Presentation] SpDMDによるコヒーレントフォノン信号のモード分解解析(II)2016
- Author(s)
  相原慎吾，村田伸，徳田悟，岩満一功，岡田真人，赤井一郎
- Organizer
  日本物理学会，2016年秋季大会
- Place of Presentation
  金沢大学
- Year and Date
  2016-09-13
- Data Source
  KAKENHI-PLANNED-25120009
[Presentation] SpDMDによるコヒーレントフォノン信号のモード分解解析(I)2016
- Author(s)
  赤井一郎，村田伸，相原慎吾，徳田悟，岩満一功，岡田真人
- Organizer
  日本物理学会，2016年秋季大会
- Place of Presentation
  金沢大学
- Year and Date
  2016-09-13
- Data Source
  KAKENHI-PLANNED-25120009
[Presentation] 時系列スペクトルデータからの潜在的動力学推定2015
- Author(s)
  村田伸，永田賢二，植村誠，岡田真人
- Organizer
  ニューロコンピューティング研究会
- Place of Presentation
  玉川大学（東京都町田市）
- Year and Date
  2015-03-17
- Data Source
  KAKENHI-PLANNED-25120009
[Presentation] Retrieving graphical structure of distributions by diffusion kernels2012
- Author(s)
  Noboru Murata
- Organizer
  International Workshop on Anomalous Statistics, Generalized Entropies, and Information Geometry
- Place of Presentation
  奈良
- Data Source
  KAKENHI-PROJECT-23656072
[Presentation] Weight Optimization for Ensemble of Learners by Information Minimization2012
- Author(s)
  Hideitsu Hino, Kazuki Miura, Noboru Murata
- Organizer
  The 2nd Institute of Mathematical Statistics Asia Pacific Rim Meeting
- Place of Presentation
  筑波
- Year and Date
  2012-07-04
- Data Source
  KAKENHI-PROJECT-23656072
[Presentation] Automatic Extraction of Basic Electricity Consumption Pattern in Households2012
- Author(s)
  Haoyang Shen, Hideitsu Hino, Noboru Murata, Shinji Wakao, Yasuhiro Hayashi
- Organizer
  International Conference on Renewable Energy Research and Applications 2012
- Place of Presentation
  Nagasaki, Japan
- Data Source
  KAKENHI-PROJECT-23656072
[Presentation] Weight Optimization for Ensemble of Learners by Information Minimization2012
- Author(s)
  Hideitsu Hino, Kazuki Miura, Noboru Murata
- Organizer
  The 2nd Institute of Mathematical Statistics Asia Pacific Rim Meeting
- Place of Presentation
  Tsukuba, Japan
- Data Source
  KAKENHI-PROJECT-23656072
[Presentation] Automatic Extraction of Basic Electricity Consumption Pattern in Households2012
- Author(s)
  Haoyang Shen, Hideitsu Hino, Noboru Murata, Shinji Wakao, Yasuhiro Hayashi
- Organizer
  International Conference on Renewable Energy Research and Applications
- Place of Presentation
  長崎
- Year and Date
  2012-11-13
- Data Source
  KAKENHI-PROJECT-23656072
[Presentation] Sliced Inverse Regression with Conditional Entropy Minimization2012
- Author(s)
  Hideitsu Hino, Keigo Wakayama, Noboru Murata
- Organizer
  21st International Conference on Pattern Recognition
- Place of Presentation
  Tsukuba, Japan
- Data Source
  KAKENHI-PROJECT-23656072
[Presentation] Information Geometry of Bregman Divergence and its Application to Learning Algorithms2005
- Author(s)
  N.Murata
- Organizer
  2nd Int'l Symposium on Information Geometry and its Applications
- Place of Presentation
  Tokyo
- Year and Date
  2005-12-16
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560352
[Presentation] 機械学習による漸近展開の近似精度の予測
- Author(s)
  Hino, H., Nomura, R., Murata, N., Yoshida, N.
- Organizer
  2013年度統計関連学会連合大会
- Place of Presentation
  大阪
- Data Source
  KAKENHI-PROJECT-24340015

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MURATA Noboru 村田 昇

村田 昇 ムラタ ノボル

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MURATA Noboru 村田昇

村田昇ムラタノボル