Sakurai Akito 櫻井彰人

… Alternative Names

SAKURAI Akito 櫻井彰人

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Researcher Number	00303339
Other IDs
Affiliation (Current)	2025: 慶應義塾大学, 理工学部(矢上), 名誉教授 2025: 株式会社大崎総合研究所, 研究部, 顧問
Affiliation (based on the past Project Information) *help	2016 – 2018: 慶應義塾大学, 理工学部(矢上), 教授 2013 – 2015: 慶應義塾大学, 理工学部, 教授 2013: 慶応大学, 理工学部, 教授 2001 – 2011: 慶應義塾大学, 理工学部, 教授 1998: Japan Advanced Institute of Science and Technology, Hokuriku, School of Knowledge Science, Proffessor, 知識科学研究科, 教授
Review Section/Research Field	Principal Investigator Intelligent informatics / Intelligent informatics / Intelligent informatics Except Principal Investigator Social systems engineering/Safety system / 社会システム工学 / Software / Science and Engineering
Keywords	Principal Investigator 機械学習 / 言語モデル / 再帰型神経回路網 / 文法学習 / 人工知能 / 経済時系列予測 / 収益符号予測 / リターン・リバーサル / 金融時系列 / ティックデータ … More / 収益分布 / 外国為替証拠金取引 / grammar learning / recurrent neural networks / artificial neural networks / 強化学習 / 浅い意味解析 / 神経回路網モデル / Machine Learning / Counter Languages / Language Models / Recurrent Neural Networks / 確率的学習アルゴリズム / counter言語 / 金融時系列予測 / VC次元 / モデル平均 / 知的システムアーキテクチャ / 人工知能アーキテクチャ … More Except Principal Investigator データマイニング / System Management / Human Errors / Security Management / Production System Design / Human Factors / Information System / Urban Engineering / Administration Engineering / システム・マネジメント / ヒューマンエラー / 安全管理 / 生産管理 / ヒューマンファクター / 情報システム / 都市工学 / 管理工学 / Interdisciplinary Research / Social Science / Systems Science / Natural Science / Artificial Intelligence / Knowledge Management / Knowledge Science / 学際的協同 / 学際的教育 / 知的インターフェース / イノベーション / 知識創造 / 分野横断的研究 / 社会科学 / システム科学 / 自然科学 / 人工知能 / 知識経営 / 知識科学 / オフショアソフトウェア開発 / 成熟度モデル / 知識管理 / 国際情報交換 / 国際研究者交流 / オフショア・ソフトウェア開発 / リスク管理 / 問題解決メソッド / オントロジー / EMクラスタリング / データ前処理 / 帰納メソッドリポジトリ / 慢性肝炎データ / 並列マシン / メタルール / リポジトリ / メタ学習 / 肝炎データ / ルールの興味深さ / ルール選択 / 属性選択 / 構成的メタ学習 Less

Short term prediction of market prices using tick dataPrincipal Investigator
- Principal Investigator
  
  Sakurai Akito
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Keio University
A proposal of a machine learning method combining enumeration and statistical learningPrincipal Investigator
- Principal Investigator
  
  Sakurai Akito
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  Keio University
Risk Management for Offshore Software Develop,emt
- Principal Investigator
  
  TSUJI HIROSHI
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Software
- Research Institution
  Osaka Prefecture University
A proposal of structural mixture distribution model. its application and basic analysis-Principal Investigator
- Principal Investigator
  
  SAKURAI Akito
- Project Period (FY)
  2009 – 2011
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  Keio University
Time series information processing by networking finite state neural networksPrincipal Investigator
- Principal Investigator
  
  SAKURAI Akito
- Project Period (FY)
  2006 – 2008
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  Keio University
Traverse Research on Open Service Space Management from the Viewpoint of Users
- Principal Investigator
  
  OKADA Yusaku
- Project Period (FY)
  2006 – 2007
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Keio University
Symbol Processing System Modeled after BrainsPrincipal Investigator
- Principal Investigator
  
  SAKURAI Akito
- Project Period (FY)
  2003 – 2005
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  Keio University
メタ学習機構に基づくアクティブマイニング
- Principal Investigator
  
  山口高平
- Project Period (FY)
  2001 – 2004
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas
- Review Section
  
  Science and Engineering
- Research Institution
  Keio University
  Shizuoka University
Symbol Processing System Modeled after BrainsPrincipal Investigator
- Principal Investigator
  
  SAKURAI Akito
- Project Period (FY)
  2001 – 2002
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  Keio University
Current Research of Knowledge Science in Europe and USA
- Principal Investigator
  
  NONAKA Ikujiro
- Project Period (FY)
  1998
- Research Category
  
  Grant-in-Aid for international Scientific Research
- Research Field
  
  社会システム工学
- Research Institution
  Japan Advanced Institute of Science and Technology, Hokuriku

All 2018 2017 2015 2014 2012 2011 2008 2007 2006 2005 2004 Other

All Journal Article Presentation Book

[Book] Self-Organization and Aggregation of Undisclosed Knowledge. In Self Organizing Maps-Applications and Novel Algorithm Design2011
- Author(s)
  K Ishikawa, Y Shinozawa, and A Sakurai
- Publisher
  INTECH
- Data Source
  KAKENHI-PROJECT-21500146
[Book] Self Organizing Maps-Applications and Novel Algorithm Design (Chap.9)2011
- Author(s)
  Ishikawa, Shinozawa, Sakurai
- Total Pages
  30
- Publisher
  INTECH International
- Data Source
  KAKENHI-PROJECT-21500146
[Journal Article] Analyzing predictive performance of linear models on high frequency currency exchange rates2018
- Author(s)
  Chanakya Serjam and Akito Sakurai
- Journal Title
  
  Vietnam Journal of Computer Science
  
  Volume: 印刷中
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K12492
[Journal Article] Analyzing Performance of High Frequency Currency Rates Prediction Model Using Linear Kernel SVR on Historical Data2017
- Author(s)
  Chanakya Serjam and Akito Sakurai
- Journal Title
  
  Lecture Notes in Computer Science (LNCS)
  
  Volume: 10191 Pages: 498-507
- DOI
  10.1007/978-3-319-54472-4_47
- ISBN
  9783319544717, 9783319544724
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K12492
[Journal Article] Short-term Stock Price Analysis Based on Order Book Information2015
- Author(s)
  Kenichi Yoshida, Akito Sakurai
- Journal Title
  
  Transactions of the Japanese Society for Artificial Intelligence
  
  Volume: 30 Issue: 5 Pages: 683-692
- DOI
  10.1527/tjsai.30_683
- NAID
  130005099897
- ISSN
  1346-0714, 1346-8030
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25330266
[Journal Article] Crude Oil Spot Price Forecasting Based on Multiple Crude Oil Markets and Timeframes2014
- Author(s)
  Shangkun Deng and Akito Sakurai
- Journal Title
  
  Energies
  
  Volume: ７ Issue: 5 Pages: 2761-2779
- DOI
  10.3390/en7052761
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25330266
[Journal Article] Stock Price Change Rate Prediction by Utilizing Social Network Activities2014
- Author(s)
  Shangkun Deng, Takashi Mitsubuchi, and Akito Sakurai
- Journal Title
  
  The Scientific World Journal
  
  Volume: 2014 Pages: 1-14
- DOI
  10.1155/2014/861641
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25330266
[Journal Article] Hybrid Method of Multiple Kernel Learning and Genetic Algorithm for Forecasting Short-Term Foreign Exchange Rates2014
- Author(s)
  Shangkun Deng, Kazuki Yoshiyama, Takashi Mitsubuchi, and Akito Sakurai
- Journal Title
  
  Computational Economics
  
  Volume: 印刷中 Issue: 1 Pages: 49-89
- DOI
  10.1007/s10614-013-9407-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330266
[Journal Article] Integrated Model of Multiple Kernel Learning and Differential Evolution for EUR/USD Trading2014
- Author(s)
  Shangkun Deng and Akito Sakurai
- Journal Title
  
  The Scientific World Journal
  
  Volume: 2014 Pages: 1-12
- DOI
  10.1155/2014/914641
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25330266
[Journal Article] Capability Leapfrogging in the Japanese IT SEervices Industry2012
- Author(s)
  Hiroshi TSUJI, Akito SAKURAI and Amrit TIWANA
- Journal Title
  
  International Conference on Information Systems
  
  Volume: 1 Pages: 1-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500049
[Journal Article] Capability Leapfrogging in the Japanese IT Services Industry2012
- Author(s)
  H. Tsuji, A. Sakurai and A. Tiwana
- Journal Title
  
  2012 International Conference on Information Systems (ICIS)
  
  Pages: 1-6
- URL
  http://aisel.aisnet.org/icis2012/proceedings/ResearchInProgress/23/
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500049
[Journal Article] Extracting related named entities from blogosphere for event mining2008
- Author(s)
  Y. Suhara, H. Toda, A. Sakurai
- Journal Title
  
  Proc.2nd ICUIMC 1
  
  Pages: 225-229
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18500118
[Journal Article] Linguistic Productivity and Recurrent Neural Networks2008
- Author(s)
  A. Sakurai, Y. Shinozawa
- Journal Title
  
  Recurrent Neural Networks
  
  Pages: 43-60
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18500118
[Journal Article] Linguistic Productivity and Recurrent Neural Networks. In V. Kordic (ed.)2008
- Author(s)
  A. Sakurai and Y. Shinozawa
- Journal Title
  
  Neural Networks(I-Tech Education and Publishing)
  
  Pages: 43-62
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18500118
[Journal Article] Event mining from the Blogosphere using topic words.2007
- Author(s)
  Y.Suhara, H.Toda, A.Sakurai
- Journal Title
  
  Proceedings of ICWSM 2007 1
- Data Source
  KAKENHI-PROJECT-18500118
[Journal Article] Utilizing"Wisdom of Crowds"for Handling Multimedia Contents2007
- Author(s)
  A. Sakurai, Y. Shinozawa K. Ishikawa
- Journal Title
  
  IEICE Trans.Inf.and Syst Vol.E90-D,No10
  
  Pages: 1657-1662
- NAID
  110007538571
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18310108
[Journal Article] Extracting related named entities from blogosphere for event mining. Proc2007
- Author(s)
  Y. Suhara, H. Toda and A. Sakurai
- Journal Title
  
  2nd International Conference on Ubiquitous Information Management and Communication (ICUIMC) vol.1
  
  Pages: 225-229
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18500118
[Journal Article] Event mining from the Blogosphere using topic words. Proc2007
- Author(s)
  Y. Suhara, H. Toda and A. Sakurai
- Journal Title
  
  International AAAI Conference on Weblogs and Social Media (ICWSM)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18500118
[Journal Article] Utilizing "Wisdom of Crowds" for Handling Multimedia Contents2007
- Author(s)
  K., Ishikawa, Y., Shinozawa, A., Sakurai
- Journal Title
  
  IEICE Trans. Inf. and Syst Vol. E90-D, No. 10
  
  Pages: 1657-1662
- NAID
  110007538571
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-18310108
[Journal Article] Utilizing "Wisdom of Crowds" for Handling Multimedia Contents2007
- Author(s)
  A. Sakurai, Y. Shinozawa K. Ishikawa
- Journal Title
  
  IEICE Trans.Inf.and Syst Vol.E90-D,No10
  
  Pages: 1657-1662
- NAID
  110007538571
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18310108
[Journal Article] 話題語を手がかりとしたブログからのイベントマイニングの検討2006
- Author(s)
  数原良彦, 戸田浩之, 櫻井彰人
- Journal Title
  
  情報処理学会研究会報告 NL-176
  
  Pages: 67-73
- NAID
  110005717797
- Data Source
  KAKENHI-PROJECT-18310108
[Journal Article] A Simple Computational Model for Classifying Small String Sets2006
- Author(s)
  Y.Suhara, A.Sakurai
- Journal Title
  
  Proc. Brain-inspired Information Technology 2006 1
  
  Pages: 103-103
- Data Source
  KAKENHI-PROJECT-18500118
[Journal Article] A Role Sharing Model of Language Areas2006
- Author(s)
  Y.Shinozawa, A.Sakurai
- Journal Title
  
  Proceedings of First International Workshop on Emergence and Evolution of Linguistic Communication 1(未定)
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] 複数の状態行動価値表を用いたR学習の高速化2006
- Author(s)
  石川, 櫻井, 藤波, 國藤
- Journal Title
  
  電気学会論文誌C 126-C(1)
  
  Pages: 72-82
- NAID
  10016922097
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] R-learning speed-up by utilizing multiple copies of state-action tables2006
- Author(s)
  Ishikawa, Sakurai, Fujinami, Kunifuji
- Journal Title
  
  IEEJ Transactions on Electronics, Information and Systems Vol.126-C
  
  Pages: 72-82
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] Computational Model for Classifying Small String Sets. Proc2006
- Author(s)
  Y. Suhara and A. Sakurai. A Simple
- Journal Title
  
  Brain-inspired Information Technology 2006
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18500118
[Journal Article] FrameNet-Based Shallow Semantic Parsing with a POS Tagger2005
- Author(s)
  N.Shibui, A.Sakurai
- Journal Title
  
  Proc.Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining
- NAID
  110003205590
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] 強化学習におけるオンラインセンサ選択2005
- Author(s)
  石川, 櫻井, 藤波, 國藤
- Journal Title
  
  電気学会論文誌C 125-C(6)
  
  Pages: 870-878
- NAID
  10015672071
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] A Model for Linguistic Communication and Knowledge Transfer2005
- Author(s)
  Y.Shinozawa, A.Sakurai
- Journal Title
  
  Proc.Second Int.Symp.Emergence and Evolution of Linguistic Communication
  
  Pages: 30-36
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] Generalization by Categorical Nodes in Recurrent Neural Networks2005
- Author(s)
  Y.Suhara, A.Sakurai
- Journal Title
  
  Proceedings of BrainIT2005 1
  
  Pages: 11-12
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] Generalization by Categorical Nodes in Recurrent Neural Networks2005
- Author(s)
  Y.Suhara, A.Sakurai
- Journal Title
  
  Proceedings of Brain IT2005
  
  Pages: 11-12
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] A Model for Linguistic Communication and Knowledge Transfer2005
- Author(s)
  Y.Shinozawa, A.Sakurai
- Journal Title
  
  Proc.Second Int.Symp.Emergence and Evolution of Linguistic Communication 1
  
  Pages: 30-36
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] Generalization by Categorical Nodes in Recurrent Neural Networks2005
- Author(s)
  Y.Suhara, A.Sakurai
- Journal Title
  
  Proceedings of Brain IT2005 1
  
  Pages: 11-12
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] A Model for Linguistic Communication and Knowledge Transfer2005
- Author(s)
  Y.Shinozawa, A.Sakurai
- Journal Title
  
  Proc. Second Int. Symp. Emergence and Evolution of Linguistic Communication 1
  
  Pages: 30-36
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] Online sensor selection method by reinforcement learning2005
- Author(s)
  Ishikawa, Sakurai, Fujinami, Kunifuji
- Journal Title
  
  IEEJ Transactions on Electronics, Information and Systems Vol.125-C
  
  Pages: 870-878
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] 強化学習におけるオンラインセンサ選択2005
- Author(s)
  石川, 櫻井, 藤波, 國藤
- Journal Title
  
  電気学会論文誌C 125(6)
  
  Pages: 870-878
- NAID
  10015672071
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] FrameNet-Based Shallow Semantic Parsing with a POS Tagger2004
- Author(s)
  N.Shibui, A.Sakurai
- Journal Title
  
  Proceedings of Joint Workshop of Vietnamese Society of A I, SIGKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining KBS-A403
  
  Pages: 187-190
- NAID
  110003205590
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] A Role Sharing Model of Language Areas2004
- Author(s)
  Y.Shinozawa, A.Sakurai
- Journal Title
  
  Proceedings of First International Workshop on Emergence and Evolution of Linguistic Communication
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Journal Article] Frame Net-Based Shallow Semantic Parsing with a POS Tagger2004
- Author(s)
  N.Shibui, A.Sakurai
- Journal Title
  
  Proc. Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining 1
  
  Pages: 187-190
- NAID
  110003205590
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500095
[Presentation] Combining Multiple Kernel Learning and Genetic Algorithm for Forecasting Short Time Foreign Exchange Rate2011
- Author(s)
  Deng Shangkun, Sakurai Akito
- Organizer
  The Eleventh IASTED International Conference on Artificial Intelligence and Applications
- Place of Presentation
  Innsbruck, Austria
- Year and Date
  2011-02-15
- Data Source
  KAKENHI-PROJECT-21500146
[Presentation] Manifold-Regularized Minimax Probability Machine2011
- Author(s)
  K Yoshiyama and A Sakurai
- Organizer
  IAPR Workshop on Partially Supervised Learning(PSL 2011)
- Place of Presentation
  Universitat Ulm, Germany
- Year and Date
  2011-09-16
- Data Source
  KAKENHI-PROJECT-21500146
[Presentation] Combining Technical Analysis with Sentiment Analysis for Stock Price Prediction2011
- Author(s)
  S.Deng, A.Sakurai
- Organizer
  International Conference on Social Computing and its Applications (SAC 2011)
- Place of Presentation
  Sydney, Australia
- Year and Date
  2011-12-13
- Data Source
  KAKENHI-PROJECT-21500146
[Presentation] Prediction of Foreign Exchange Market States with Support Vector Machine2011
- Author(s)
  K.Shioda, S.Deng, A.Sakurai
- Organizer
  IEEE International Conference on Machine Learning and Applications 2011
- Place of Presentation
  Honolulu, Hawaii
- Year and Date
  2011-12-20
- Data Source
  KAKENHI-PROJECT-21500146
[Presentation] Combining Multiple Kernel Learning and Genetic Algorithm for Forecasting Short Time Foreign Exchange Rate2011
- Author(s)
  Deng Shangkun and Sakurai Akito
- Organizer
  The Eleventh IASTED International Conference on Artificial Intelligence and Applications AIA 2011
- Place of Presentation
  Innsbruck, Austria
- Year and Date
  2011-02-15
- Data Source
  KAKENHI-PROJECT-21500146
[Presentation] Combining Technical Analysis with Sentiment Analysis for Stock Price Prediction2011
- Author(s)
  Deng Shangkun and Sakurai Akito
- Organizer
  International Conference on Social Computing and its Applicaitons(SAC 2011)
- Place of Presentation
  Sydney, Australia
- Year and Date
  2011-12-13
- Data Source
  KAKENHI-PROJECT-21500146
[Presentation] Multiple Kernel Learning on Time Series Data and Social Networks for Stock Price Prediction2011
- Author(s)
  Deng Shangkun and Sakurai Akito
- Organizer
  ICMLA 2011 Special Session on Learning on the Web
- Place of Presentation
  Honolulu, Hawaii
- Year and Date
  2011-12-19
- Data Source
  KAKENHI-PROJECT-21500146
[Presentation] Manifold-Regularized Minimax Probability Machine2011
- Author(s)
  K Yoshiyama, A.Sakurai
- Organizer
  IAPR Workshop on Partially Supervised Learning (PSL 2011)
- Place of Presentation
  Universitat Ulm, Germany
- Year and Date
  2011-09-16
- Data Source
  KAKENHI-PROJECT-21500146
[Presentation] Prediction of Foreign Exchange Market States with Support Vector Machine2011
- Author(s)
  Kei Shioda, Deng Shangkun, and Sakurai Akito
- Organizer
  The Tenth International Conference on Machine Learning and Applications 2011
- Place of Presentation
  Honolulu, Hawaii
- Year and Date
  2011-12-20
- Data Source
  KAKENHI-PROJECT-21500146
[Presentation] Short-term foreign exchange rate trading based on the support/resistance level of Ichimoku Kinkohyo
- Author(s)
  Shangkun Deng and Akito Sakurai
- Organizer
  2014 International Conference on Information Science, Electronics and Electrical Engineering (ISEEE)
- Place of Presentation
  Sapporo, Japan
- Year and Date
  2014-04-26 – 2014-04-28
- Data Source
  KAKENHI-PROJECT-25330266

1. SHINOZAWA Yoshihisa (80317304)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
2. TSUJI HIROSHI (50347506)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
3. SAGA Ryosuke (10509178)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. NONAKA Ikujiro (30065437)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. KONAGAYA Akihiko (00301200)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. KUNIFUJI Susumu (50242566)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. TERAMOTO Yoshiya (30062178)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. SUGIYAMA Kozo (60293396)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. OKADA Yusaku (00224030)

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10. KURITA Osamu (40211891)

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11. INADA Syuhei (60327715)

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12. 山口高平 (20174617)

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21. TIWANA Amrit

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22. SHI Xiao-jun

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23. Serjam Chanakya

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Sakurai Akito 櫻井 彰人

SAKURAI Akito 櫻井 彰人

Research Projects

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Short term prediction of market prices using tick dataPrincipal Investigator

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A proposal of a machine learning method combining enumeration and statistical learningPrincipal Investigator

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Risk Management for Offshore Software Develop,emt

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A proposal of structural mixture distribution model. its application and basic analysis-Principal Investigator

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Time series information processing by networking finite state neural networksPrincipal Investigator

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Traverse Research on Open Service Space Management from the Viewpoint of Users

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Symbol Processing System Modeled after BrainsPrincipal Investigator

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メタ学習機構に基づくアクティブマイニング

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Symbol Processing System Modeled after BrainsPrincipal Investigator

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Current Research of Knowledge Science in Europe and USA

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[Book] Self-Organization and Aggregation of Undisclosed Knowledge. In Self Organizing Maps-Applications and Novel Algorithm Design2011

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[Book] Self Organizing Maps-Applications and Novel Algorithm Design (Chap.9)2011

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[Journal Article] Analyzing predictive performance of linear models on high frequency currency exchange rates2018

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[Journal Article] Analyzing Performance of High Frequency Currency Rates Prediction Model Using Linear Kernel SVR on Historical Data2017

Author(s)

Sakurai Akito 櫻井彰人

SAKURAI Akito 櫻井彰人