NAKADA Yohei 中田洋平

… Alternative Names

中田洋平ナカダヨウヘイ

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Researcher Number	70434298
Other IDs
Affiliation (Current)	2025: 明治大学, 総合数理学部, 専任准教授
Affiliation (based on the past Project Information) *help	2010: Aoyama Gakuin University, 理工学部, 助手 2009: Waseda University, 早稲田大学・理工学術院, 研究員 2007 – 2008: Waseda University, 理工学術院, 助手
Review Section/Research Field	Principal Investigator Sensitivity informatics/Soft computing
Keywords	Principal Investigator ベイズ学習 / 確率的情報処理 / ニューラルネットワーク / ブースティング

Research Projects
(2 results)
Research Products
(21 results)

Improvement of machine learning algorithms via Bayesian inferencePrincipal Investigator
- Principal Investigator
  
  NAKADA Yohei
- Project Period (FY)
  2009 – 2010
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  Aoyama Gakuin University
  Waseda University
Development of a Practical and Accurate Machine Learning Algorithm for Classification ProblemsPrincipal Investigator
- Principal Investigator
  
  NAKADA Yohei
- Project Period (FY)
  2007 – 2008
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  Waseda University

All 2010 2009 2008 2007

All Journal Article Presentation Book

[Book] モンテカルロ法に基づくベイズ学習の拡張に関する研究2009
- Author(s)
  中田洋平
- Total Pages
  306
- Publisher
  早稲田大学出版
- Data Source
  KAKENHI-PROJECT-21700262
[Journal Article] Gibbs Boost顔検出と映像監視業務への応用2008
- Author(s)
  松井淳, 後藤祐, 木村彰夫, 中田洋平, 松本隆, クリッピングデルサイモン, 藤井真人, 八木伸行
- Journal Title
  
  画像ラボ Vol.19, No.8
  
  Pages: 16-21
- Data Source
  KAKENHI-PROJECT-19700223
[Journal Article] GibbsBoost顔検出と映像監視業務への応用2008
- Author(s)
  松井敦, 後藤祐, 木村彰夫, 中田洋平他4名
- Journal Title
  
  映像情報メディア学会誌 62
  
  Pages: 408-413
- NAID
  110006855160
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700223
[Journal Article] GibbsBoost顔検出と映像監視業務への応用2008
- Author(s)
  松井淳,後藤祐,木村彰夫,中田洋平,松本隆,クリッピングデルサイモン,藤井真人,八木伸行
- Journal Title
  
  映像情報メディア学会誌 Vol.62,No.3
  
  Pages: 408-413
- NAID
  110006855160
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700223
[Journal Article] GibbsBoost顔検出と映像監視業務への応用2008
- Author(s)
  松井淳,後藤祐,木村彰夫,中田洋平,松本隆,クリッピングデルサイモン,藤井真人,八木伸行
- Journal Title
  
  画像ラボ Vol.19,No.8
  
  Pages: 16-21
- NAID
  110006855160
- Data Source
  KAKENHI-PROJECT-19700223
[Presentation] An MCMC algorithm for gene regulatory network prediction with Bayesian network2010
- Author(s)
  H.Miyachika, J.Maruyama, T.Kaburagi, Y.Nakada, T.Matsumoto, T.Kimiwada, K.Wada
- Organizer
  InCoB2010
- Place of Presentation
  Tokyo, Japan.
- Year and Date
  2010-09-28
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] A non-parametric Bayesian algorithm for predicting gene regulatory networks with a Gaussian process'2010
- Author(s)
  T.Kikuchi, Y.Nakada, T.Kaburagi, T.Matsumoto
- Organizer
  ISMB2010
- Place of Presentation
  Boston, MA, USA
- Year and Date
  2010-07-12
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] A novel gene ontology prediction algorithm using infinite mixtures of hidden Markov and binary models with a Dirichlet process prior2010
- Author(s)
  T.Kaburagi, N.Tagoto, K.Oota, T.Tokuda, Y.Nakada, T.Matsumoto
- Organizer
  ISMB2010
- Place of Presentation
  Boston, MA, USA.
- Year and Date
  2010-07-11
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] A novel gene ontology prediction algorithm using infinite mixtures of hidden Markov and binary models with a Dirichlet process prior2010
- Author(s)
  T.Kaburagi, N.Tagoto, K.Oota T.Tokuda, Y.Nakada, T.Matsumoto
- Organizer
  ISMB2010
- Place of Presentation
  Boston, MA, USA
- Year and Date
  2010-07-11
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] ディリクレ過程事前分布を用いた一般物体認識のための確率生成モデルの拡張と推定法2010
- Author(s)
  能鹿島武志、徳田貴昭、中田洋平、松本隆
- Organizer
  MIRU2010
- Place of Presentation
  釧路市観光国際交流センター
- Year and Date
  2010-07-29
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] ベイズ隠れマルコフモデルを用いたスポーツイベント検出の高精度化2010
- Author(s)
  矢崎智浩、三須俊枝、中田洋平、本井滋、小林剛、松本隆、八木伸行
- Organizer
  パターン認識・メディア理解研究会
- Place of Presentation
  鹿児島大学工学部
- Year and Date
  2010-03-16
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] A gene regulatory network prediction algorithm using a Gaussian Bayesian network model with a Box-Cox transformation2010
- Author(s)
  H.Miyachika, T.Kimiwada, J.Maruyama, Y.Nakada, T.Kaburagi, T.Matsumoto, K.Wada
- Organizer
  ISMB2010
- Place of Presentation
  Boston, MA, USA
- Year and Date
  2010-07-12
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] A gene regulatory network prediction algorithm using a Gaussian Bayesian network model with a Box-Cox transformation2010
- Author(s)
  H.Miyachika, T.Kimiwada, J.Maruyama, Y.Nakada, T.Kaburagi, T.Matsumoto, K.Wada
- Organizer
  ISMB2010
- Place of Presentation
  Boston, MA, USA.
- Year and Date
  2010-07-12
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] A non-parametric Bayesian algorithm for predicting gene regulatory networks with a Gaussian process2010
- Author(s)
  T.Kikuchi, Y.Nakada, T.Kaburagi, T.Matsumoto
- Organizer
  ISMB2010
- Place of Presentation
  Boston, MA, USA.
- Year and Date
  2010-07-12
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] An MCMC algorithm for gene regulatory network prediction with Bayesian network2010
- Author(s)
  H.Miyachika, J.Maruyama, T.Kaburagi, Y.Nakada, T.Matsumoto, T.Kimiwada, K.Wada
- Organizer
  InCoB2010
- Place of Presentation
  Tokyo, Japan
- Year and Date
  2010-09-28
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] Maximum a posteriori estimation for Dirichlet process language models2009
- Author(s)
  T.Tokuda, T.Kimura, Y.Nakada, T.Matsumoto
- Organizer
  7^<th> workshop on Bayesian nonparametrics
- Place of Presentation
  Tronto, Italy.
- Year and Date
  2009-06-23
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] Maximum A Posterior Estimation For Dirichlet Process Language Models2009
- Author(s)
  T.Tokuda, T.Kimura, Y.Nakada, T.Matsumoto
- Organizer
  7th Workshop on Bayesian Nonparametrics
- Place of Presentation
  Torino, Italy
- Year and Date
  2009-06-23
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] Dirichlet Process EM algorithm for Semi-supervised Learning2009
- Author(s)
  T.Kimura, Y.Nakada, T.Tokuda, T.Matsumoto
- Organizer
  7th Workshop on Bayesian Nonparametrics
- Place of Presentation
  Torino, Italy
- Year and Date
  2009-06-23
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] Dirichlet process EM algorithm for semi-supervised learning2009
- Author(s)
  T.Kimura, Y.Nakada, T.Tokuda, T.Matsumoto
- Organizer
  7^<th> workshop on Bayesian nonparametrics
- Place of Presentation
  Tronto, Italy.
- Year and Date
  2009-06-23
- Data Source
  KAKENHI-PROJECT-21700262
[Presentation] Online Bayesian Learning for Dynamical Classification Problem Using Natural Sequential Prior2008
- Author(s)
  Kazue Sega, Yohei Nakada, and Takashi Matsumoto
- Organizer
  IEEE International Workshop on Machine Learning for Signal Processing
- Place of Presentation
  Cancun, Mexico
- Data Source
  KAKENHI-PROJECT-19700223
[Presentation] 動的判別問題に対するオンラインベイズ学習への自然遂次事前分布の導入2007
- Author(s)
  瀬賀一恵, 中田洋平, 松本隆
- Organizer
  2007年電子情報通信学会ソサエティ大会
- Place of Presentation
  鳥取大学
- Year and Date
  2007-09-13
- Data Source
  KAKENHI-PROJECT-19700223

NAKADA Yohei 中田 洋平

中田 洋平 ナカダ ヨウヘイ

Research Projects

Research Products

Improvement of machine learning algorithms via Bayesian inferencePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development of a Practical and Accurate Machine Learning Algorithm for Classification ProblemsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] モンテカルロ法に基づくベイズ学習の拡張に関する研究2009

Author(s)

Total Pages

Publisher

Data Source

[Journal Article] Gibbs Boost顔検出と映像監視業務への応用2008

Author(s)

Journal Title

Data Source

[Journal Article] GibbsBoost顔検出と映像監視業務への応用2008

Author(s)

Journal Title

NAID

Data Source

[Journal Article] GibbsBoost顔検出と映像監視業務への応用2008

Author(s)

Journal Title

NAID

Data Source

[Journal Article] GibbsBoost顔検出と映像監視業務への応用2008

Author(s)

Journal Title

NAID

Data Source

[Presentation] An MCMC algorithm for gene regulatory network prediction with Bayesian network2010

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] A non-parametric Bayesian algorithm for predicting gene regulatory networks with a Gaussian process'2010

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] A novel gene ontology prediction algorithm using infinite mixtures of hidden Markov and binary models with a Dirichlet process prior2010

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] A novel gene ontology prediction algorithm using infinite mixtures of hidden Markov and binary models with a Dirichlet process prior2010

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] ディリクレ過程事前分布を用いた一般物体認識のための確率生成モデルの拡張と推定法2010

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] ベイズ隠れマルコフモデルを用いたスポーツイベント検出の高精度化2010

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] A gene regulatory network prediction algorithm using a Gaussian Bayesian network model with a Box-Cox transformation2010

Author(s)

Organizer

Place of Presentation

NAKADA Yohei 中田洋平

中田洋平ナカダヨウヘイ