MATSUDA Yoshitatsu 松田源立

Researcher Number	40433700
Affiliation (Current)	2020: 成蹊大学, 理工学部, 准教授
Affiliation (based on the past Project Information) *help	2019 – 2020: 成蹊大学, 理工学部, 准教授 2016 – 2018: 東京大学, 大学院総合文化研究科, 学術研究員 2014 – 2015: 東京大学, 総合文化研究科, 学術研究員 2008 – 2009: Aoyama Gakuin University, 理工学部, 助教 2006 – 2007: Aoyama Gakuin University, College of Science and Engineering, Assistant, 理工学部, 助手
Review Section/Research Field	Principal Investigator Statistical science / Statistical science Except Principal Investigator Intelligent informatics / Learning support system / Basic Section 60070:Information security-related / Basic Section 61030:Intelligent informatics-related
Keywords	Principal Investigator 信号処理 / 統計数学 / 画像、文章、音声等認識 / 画像・文章・音声等認識 / 独立成分分析 / 機械学習 / 統計科学 / ウェブデータ解析 / 自然言語処理 / 教育工学 … More Except Principal Investigator 質問応答 / 意味解析 / 意味グラフ / グラフ照合 / グラフマッチング / 内容検索 / SVM / 回答抽出 / 自然語処理 / グラフ推論 / 照応解析 / インターネット検索 / Question answering / Graph matching / Semantic analysis / Semantic graph / Answer extraction / シラバス / カリキュラム / クローリング / 機械学習 / ウェブクローリング / 計算機科学 / クローラ / 格子暗号 / 格子基底簡約 / 格子点列挙 / 格子ふるい / 議論グラフ / 議論マイニング Less

格子篩と格子点列挙を組み合わせた高速な格子基底簡約アルゴリズムの構築Ongoing
- Principal Investigator
  
  照屋唯紀
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60070:Information security-related
- Research Institution
  National Institute of Advanced Industrial Science and Technology
元テキストの論理構造を適切に反映した議論グラフの作成手法の構築Ongoing
- Principal Investigator
  
  山口和紀
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  The University of Tokyo
自動収集した大量のシラバス情報を用いたカリキュラムの定量的分析とその応用Ongoing
- Principal Investigator
  
  関谷貴之
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Learning support system
- Research Institution
  The University of Tokyo
Research on robust independent component analysis applicable to only a few observed signalsPrincipal Investigator
- Principal Investigator
  
  MATSUDA Yoshitatsu
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  The University of Tokyo
Development and Application of an ICA algorithm for quite high-dimensional signalsPrincipal Investigator
- Principal Investigator
  
  MATSUDA Yoshitatsu
- Project Period (FY)
  2007 – 2009
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Aoyama Gakuin University
Development research of highly accurate Question Answering system doing precise matching of meaning
- Principal Investigator
  
  HARADA Minoru
- Project Period (FY)
  2004 – 2006
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  Aoyama Gakuin University

All 2017 2016 2015 2014 2010 2009 2008 2007

All Journal Article Presentation

[Journal Article] Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources.2017
- Author(s)
  Yoshitatsu Matsuda and Kazunori Yamaguchi
- Journal Title
  
  Lecture Notes in Computer Science
  
  Volume: 10169 Pages: 469-478
- DOI
  10.1007/978-3-319-53547-0
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] Discovery of Interconnection Among Knowledge Areas of Standard Computer Science Curricula by a Data Science Approach2017
- Author(s)
  Matsuda Yoshitatsu、Sekiya Takayuki、Yamaguchi Kazunori
- Journal Title
  
  Neural Information Processing
  
  Volume: 10638 Pages: 186-195
- DOI
  10.1007/978-3-319-70139-4_19
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01837
[Journal Article] A web-based curriculum engineering tool for investigating syllabi in topic space of standard computer science curricula2017
- Author(s)
  Sekiya Takayuki、Matsuda Yoshitatsu、Yamaguchi Kazunori
- Journal Title
  
  2017 IEEE Frontiers in Education Conference (FIE), Indianapolis, IN, USA
  
  Volume: 00 Pages: 1-9
- DOI
  10.1109/fie.2017.8190598
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01837
[Journal Article] 文脈限定 Skip-gram による同義語獲得2017
- Author(s)
  城光英彰, 松田源立, 山口和紀
- Journal Title
  
  自然言語処理
  
  Volume: 24(2) Pages: 187-204
- NAID
  130006832587
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity.2016
- Author(s)
  Yoshitatsu Matsuda and Kazunori Yamaguchi
- Journal Title
  
  Lecture Notes in Computer Science
  
  Volume: 9948 Pages: 152-159
- DOI
  10.1007/978-3-319-46672-9_18
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] Adaptive Objective Function of ICA by Gaussian Approximation in Second-order Polynomial Feature Space.2016
- Author(s)
  Yoshitatsu Matsuda and Kazunori Yamaguchi
- Journal Title
  
  2016 IJCNN
  
  Volume: 1 Pages: 1-8
- DOI
  10.1109/ijcnn.2016.7727495
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] User Location Prediction by Diffusion-type Estimation using Location-based SNS Check-in Data2016
- Author(s)
  Ken-ichiro Nishioka, Yoshitatsu Matsuda, and Kazunori Yamaguchi
- Journal Title
  
  2016 iThings
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] Discovery of Regular and Irregular Spatio-Temporal Patterns from Location-Based SNS by Diffusion-Type Estimation2015
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi, and Ken-ichiro Nishioka
- Journal Title
  
  IEICE Transactions on Information and Systems
  
  Volume: E98-D (9) Issue: 9 Pages: 1675-1682
- DOI
  10.1587/transinf.2015edp7095
  10.1587/transinf.2015EDP7095
- NAID
  130005096807
- ISSN
  0916-8532, 1745-1361
- Language
  English
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] Objective function of ICA with smooth estimation of kurtosis2015
- Author(s)
  Yoshitatsu Matsuda and Kazunori Yamaguchi
- Journal Title
  
  Lecture Notes in Computer Science
  
  Volume: 9491 Pages: 164-171
- DOI
  10.1007/978-3-319-26555-1_19
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] Discovery of localized spatio-temporal patterns from location-based SNS by clustering users2015
- Author(s)
  Ken-ichiro Nishioka, Yoshitatsu Matsuda, and Kazunori Yamaguchi
- Journal Title
  
  2015 IJCNN
  
  Volume: 1 Pages: 1-8
- DOI
  10.1109/ijcnn.2015.7280597
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] Curriculum analysis of CS departments based on CS2013 by simplified, supervised LDA2015
- Author(s)
  Takayuki Sekiya, Yoshitatsu Matsuda, and Kazunori Yamaguchi
- Journal Title
  
  Proceedings of LAK2015
  
  Volume: 1 Pages: 330-339
- DOI
  10.1145/2723576.2723594
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] Discovery of spatio-temporal patterns from foursquare by diffusion-type estimation and ICA2014
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi, and Ken-ichiro Nishioka
- Journal Title
  
  Proceedings of ICANN 2014, Lecture Notes in Computer Science
  
  Volume: 8681 Pages: 765-772
- DOI
  10.1007/978-3-319-11179-7_96
- NAID
  110009862516
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] Mapping analysis of CS2013 by supervised LDA and Isomap2014
- Author(s)
  Takayuki Sekiya, Yoshitatsu Matsuda, and Kazunori Yamaguchi
- Journal Title
  
  Proceedings of TALE2014
  
  Volume: 1 Pages: 33-40
- DOI
  10.1109/tale.2014.7062644
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26730013
[Journal Article] A Probabilistic Framework for Joint Approximate Diagonalization2010
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  Proceedings of IJCNN2010 vol.0
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] A Simple Overcomplete ICA Algorithm by Non-Orthogonal Pair Optimizations2009
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  Proceedings of IJCNN2009 vol.0
  
  Pages: 2027-2031
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] Joint approximate diagonalization utilizing AIC-based decision in the Jacobi method.2009
- Author(s)
  Y.Matsuda, K.Yamaguchi
- Journal Title
  
  Lecture notes in computer science. 5769
  
  Pages: 135-144
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] An adaptive Threshold in Joint Approximate Diagonalization by the Information Criterion.2009
- Author(s)
  Y.Matsuda, K.Yamaguchi
- Journal Title
  
  Lecture notes in computer science. 5863
  
  Pages: 204-211
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] Linear multilayer ICA using adaptive PCA.2009
- Author(s)
  Y.Matsuda, K.Yamaguchi
- Journal Title
  
  Neural Processing Letters. 30
  
  Pages: 133-144
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] Linear Multilayer ICA Using Adaptive PCA2009
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  Neural Processing Letters vol.30(2)
  
  Pages: 133-144
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] Joint Approximate Diagonalization Utilizing AIC-based Decision in the Jacobi Method2009
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  ICANN2009, LNCS vol.5769
  
  Pages: 135-144
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] An Adaptive Threshold in Joint Approximate Diagonalization by the Information Criterion2009
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  ICONIP2009, LNCS vol.5863
  
  Pages: 204-211
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] Analysis of Curriculum Structure Based on LDA2009
- Author(s)
  Takayuki Sekiya, Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  International Conference on Education and Information Technology vol.0
  
  Pages: 561-566
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] An Overcomplete ICA Algorithm by InfoMax and InfoMin2008
- Author(s)
  Yoshitatsu Matsuda Kazunori Yamaguchi
- Journal Title
  
  ICANN2008 LNCS Springer-Verlag 5163
  
  Pages: 136-144
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] A Connection-limited Neural Network by Infomax and Infomin. Proceedings of IJCNN20082008
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  vol.0
  
  Pages: 2531-2537
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] An Overcomplete ICA Algorithm by InfoMax and InfoMin2008
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  ICANN2008, LNCS vol.5163
  
  Pages: 136-144
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] Extraction of Approximate Independent Components from Large Natural Scene2008
- Author(s)
  Y. Matsuda and K. Yamaguchi
- Journal Title
  
  Lecture Notes in Computer Science, ICONIP2007 4984
  
  Pages: 635-642
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] Systematization of Course Syllabi Based on LDA2008
- Author(s)
  Takayuki Sekiya, Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  SCIS&ISIS2008 vol.0
  
  Pages: 166-171
- NAID
  130004672809
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] A Connection-limited Neural Network by Infomax and Infomin.2008
- Author(s)
  Y. Matsuda and K. Yamaguchi
- Journal Title
  
  Proceedings of IJCNN2008 1
  
  Pages: 2532-2538
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] Extraction of Approximate Independent Components from Large Natural Scenes2007
- Author(s)
  Yoshitatsu Matsuda, Kazunori Yamaguchi
- Journal Title
  
  ICONIP2007, LNCS vol.4984
  
  Pages: 635-642
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700267
[Journal Article] A semantic retrieval system Reans based on semantic matching between retrieval sentence and the entire sentences of article2007
- Author(s)
  Atsushi Kawamura, Atsushi Kuboya, Yoshitatsu Matsuda, Minoru Harada
- Journal Title
  
  Proceedings of the 69th National Conference of Information Processing Society of Japan. No.2
  
  Pages: 95-96
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16500085
[Journal Article] 検索文と記事文章全体との照合による意味検索2007
- Author(s)
  久保谷篤, 河村惇史, 松田源立, 原田実
- Journal Title
  
  情報処理学会第69回全国大会論文集第2分冊
  
  Pages: 95-96
- NAID
  170000172417
- Data Source
  KAKENHI-PROJECT-16500085
[Journal Article] Research of Anaphoric analysis based on Semantic analysis2007
- Author(s)
  Kazunori Sugimura, Yoshitatsu Matsuda, Minoru Harada
- Journal Title
  
  Proceedings of the 69th National Conference of Information Processing Society of Japan. No.2
  
  Pages: 79-80
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16500085
[Journal Article] 意味解析に基づく照応解析の研究2007
- Author(s)
  杉村和徳, 松田源立, 原田実
- Journal Title
  
  情報処理学会第69回全国大会論文集第2分冊
  
  Pages: 79-80
- NAID
  170000172409
- Data Source
  KAKENHI-PROJECT-16500085
[Presentation] 語彙をベースとした初心者用英語多読学習支援システム改良のためのユーザ分析2017
- Author(s)
  堀江郁美, 松田源立
- Organizer
  研究報告コンピュータと教育(CE), 2017-CE-139(19), 1-8.
- Place of Presentation
  津田塾大学小平キャンパス(東京都小平市)
- Data Source
  KAKENHI-PROJECT-26730013
[Presentation] 格助詞と冠詞に着目した日英tree-to-string翻訳における単語アライメント表の改良2017
- Author(s)
  伊部早紀, 松田源立, 山口和紀
- Organizer
  言語処理学会第23回年次大会
- Place of Presentation
  筑波大学筑波キャンパス(茨城県つくば市)
- Data Source
  KAKENHI-PROJECT-26730013
[Presentation] 適応的独立成分分析によるノイズ除去と特徴抽出2017
- Author(s)
  松田源立
- Organizer
  第20回情報論的学習理論ワークショップ, 2017.11.8～11, 東京大学本郷キャンパス
- Data Source
  KAKENHI-PROJECT-17H01837
[Presentation] 文脈限定Skip-gramによる同義語獲得に関する研究2016
- Author(s)
  城光英彰, 松田源立, 山口和紀
- Organizer
  言語処理学会第22回年次大会
- Place of Presentation
  東北大学川内北キャンパス（宮城県仙台市）
- Year and Date
  2016-03-09
- Data Source
  KAKENHI-PROJECT-26730013
[Presentation] 2次元特徴空間でのガウス分布近似を利用した適応的独立成分分析2015
- Author(s)
  松田源立, 山口和紀
- Organizer
  IBIS2015
- Place of Presentation
  つくば国際会議場(茨城県つくば市)
- Year and Date
  2015-11-27
- Data Source
  KAKENHI-PROJECT-26730013
[Presentation] 同義語判定問題を用いた語義ベクトルの評価の検討--Skip-gramモデルで獲得した語義ベクトルを例として--2015
- Author(s)
  城光英彰, 松田源立, 山口和紀
- Organizer
  インタラクティブ情報アクセスと可視化マイニング第10回研究会
- Place of Presentation
  東京大学駒場キャンパス（東京都目黒区）
- Year and Date
  2015-07-11
- Data Source
  KAKENHI-PROJECT-26730013
[Presentation] adaptive PCAを利用した画像からの独立成分の高速抽出2009
- Author(s)
  松田源立
- Organizer
  日本神経回路学会第19回全国大会
- Place of Presentation
  東北大学
- Year and Date
  2009-09-26
- Data Source
  KAKENHI-PROJECT-19700267
[Presentation] 独立成分分析と情報量基準に基づく最適な線形特徴の推定2008
- Author(s)
  松田源立
- Organizer
  IBIS2008
- Place of Presentation
  仙台国際センター
- Year and Date
  2008-10-29
- Data Source
  KAKENHI-PROJECT-19700267
[Presentation] 巨大画像より近似的に抽出された独立成分の解析2007
- Author(s)
  松田源立
- Organizer
  neuro2007
- Place of Presentation
  パシフィコ横浜
- Data Source
  KAKENHI-PROJECT-19700267

1. 山口和紀 (80158097)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
2. HARADA Minoru (10218654)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
3. 韓東力 (10365033)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 関谷貴之 (70323508)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
5. 照屋唯紀 (20636972)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 柏原賢二 (70282514)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 池上努 (80245612)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

MATSUDA Yoshitatsu 松田 源立

Research Projects

Research Products

Co-Researchers

格子篩と格子点列挙を組み合わせた高速な格子基底簡約アルゴリズムの構築Ongoing

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

元テキストの論理構造を適切に反映した議論グラフの作成手法の構築Ongoing

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

自動収集した大量のシラバス情報を用いたカリキュラムの定量的分析とその応用Ongoing

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Research on robust independent component analysis applicable to only a few observed signalsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development and Application of an ICA algorithm for quite high-dimensional signalsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development research of highly accurate Question Answering system doing precise matching of meaning

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources.2017

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Discovery of Interconnection Among Knowledge Areas of Standard Computer Science Curricula by a Data Science Approach2017

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A web-based curriculum engineering tool for investigating syllabi in topic space of standard computer science curricula2017

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 文脈限定 Skip-gram による同義語獲得2017

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity.2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Adaptive Objective Function of ICA by Gaussian Approximation in Second-order Polynomial Feature Space.2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] User Location Prediction by Diffusion-type Estimation using Location-based SNS Check-in Data2016

Author(s)

Journal Title

Data Source

[Journal Article] Discovery of Regular and Irregular Spatio-Temporal Patterns from Location-Based SNS by Diffusion-Type Estimation2015

Author(s)

Journal Title

DOI

NAID

ISSN

MATSUDA Yoshitatsu 松田源立