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Consolidation of Visualization Platform Toward Facilitating Sparse Modeling

Planned Research

Project AreaInitiative for High-Dimensional Data-Driven Science through Deepening of Sparse Modeling
Project/Area Number 25120014
Research Category

Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

Allocation TypeSingle-year Grants
Review Section Complex systems
Research InstitutionKeio University

Principal Investigator

Fujishiro Issei  慶應義塾大学, 理工学部(矢上), 教授 (00181347)

Co-Investigator(Kenkyū-buntansha) 渡辺 一帆  豊橋技術科学大学, 工学(系)研究科(研究院), 講師 (10506744)
高橋 成雄  会津大学, コンピュータ理工学部, 教授 (40292619)
Research Collaborator WU Hsiang-Yun  ウィーン工科大学, ビジュアルコンピューティングと人間中心技術研究所, 研究員
Project Period (FY) 2013-06-28 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥53,560,000 (Direct Cost: ¥41,200,000、Indirect Cost: ¥12,360,000)
Fiscal Year 2017: ¥11,440,000 (Direct Cost: ¥8,800,000、Indirect Cost: ¥2,640,000)
Fiscal Year 2016: ¥11,440,000 (Direct Cost: ¥8,800,000、Indirect Cost: ¥2,640,000)
Fiscal Year 2015: ¥11,570,000 (Direct Cost: ¥8,900,000、Indirect Cost: ¥2,670,000)
Fiscal Year 2014: ¥10,920,000 (Direct Cost: ¥8,400,000、Indirect Cost: ¥2,520,000)
Fiscal Year 2013: ¥8,190,000 (Direct Cost: ¥6,300,000、Indirect Cost: ¥1,890,000)
Keywords可視化 / スパースモデリング / 機械学習 / トポロジー / 疎性モデリング
Outline of Final Research Achievements

The goal of this project is to build a visualization platform for understanding the behavior of a given high-dimensional data in physical space by projecting it onto a designated information space. For this purpose, we transform relatively low-dimensional data obtained through sparse modeling to 2, 3, or 4-dimensional space where we can fully visualize the characteristics of the original high-dimensional data. The idea behind the project is to establish an interactive model called human-in-the-loop by incorporating visual feedback from the users in the analysis of high-dimensional data based on sparse modeling.

Report

(6 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (108 results)

All 2018 2017 2016 2015 2014 2013 Other

All Int'l Joint Research (5 results) Journal Article (23 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 23 results,  Open Access: 16 results,  Acknowledgement Compliant: 12 results) Presentation (73 results) (of which Int'l Joint Research: 35 results,  Invited: 18 results) Book (1 results) Remarks (6 results)

  • [Int'l Joint Research] ウィーン工科大学(オーストリア)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] クレタ大学(ギリシャ)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] ベテルスブルグ大学(ロシア連邦)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of Leeds(United Kingdom)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] リーズ大学(英国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Overlap-free Labeling of Clustered Network based on Voronoi Tessellation2018

    • Author(s)
      Hsiang-Yun Wu, Shigeo Takahashi, Rie Ishida
    • Journal Title

      Journal of Visual Language & Computing

      Volume: 44 Pages: 106-119

    • DOI

      10.1016/j.jvlc.2017.09.008

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] TimeTubes: Visual Exploration of Observed Blazar Datasets2018

    • Author(s)
      Issei Fujishiro, Naoko Sawada, Masanori Nakayama, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Makoto Uemura
    • Journal Title

      Journal of Physics: Conference Series

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] TideGrapher: Visual Analytics of Tactical Situations for Rugby Matches2018

    • Author(s)
      Yusuke Ishikawa, Issei Fujishiro
    • Journal Title

      Journal of Visual Informatics

      Volume: 2 Issue: 1 Pages: 60-70

    • DOI

      10.1016/j.visinf.2018.04.007

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Visual Analysis for the Compositional Process of Composers in Spectral School2018

    • Author(s)
      Yuriko Takakura, Masanori Nakayama, Issei Fujishiro
    • Journal Title

      IIEEJ Transactions on Image Electronics and Visual Computing

      Volume: 6

    • NAID

      130007511693

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Projection to Mixture Families and Rate-Distortion Bounds with Power Distortion Measures2017

    • Author(s)
      Watanabe Kazuho
    • Journal Title

      Entropy

      Volume: 19 Issue: 6 Pages: 262-262

    • DOI

      10.3390/e19060262

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Rate-Distortion Bounds for Kernel-Based Distortion Measures2017

    • Author(s)
      Watanabe Kazuho
    • Journal Title

      Entropy

      Volume: 19 Issue: 7 Pages: 336-336

    • DOI

      10.3390/e19070336

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ディリクレ過程平均法のレートひずみ理論による解釈2017

    • Author(s)
      小林真佐大,渡辺一帆
    • Journal Title

      電子情報通信学会論文誌A

      Volume: J100-A Pages: 475-486

    • NAID

      120006412529

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optical polarization variations in the blazar PKS 1749+0962017

    • Author(s)
      Uemura, M., Itoh, R., Liodakis, I., Blinov, D., Nakayama, M., Xu, L., Sawada, N., Wu, H. Y., Fujishiro, I.
    • Journal Title

      Publications of the Astronomical Society of Japan

      Volume: 69 Issue: 6

    • DOI

      10.1093/pasj/psx111

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] マルチスレッド設計によるインタラクティブなグルーヴ可視化2017

    • Author(s)
      神展彦,芳賀直樹,藤代一成
    • Journal Title

      画像電子学会誌

      Volume: 46 Pages: 160-164

    • NAID

      130007612446

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Interactive visualization for singular fibers of functions f : R^3 -> R^22016

    • Author(s)
      D. Sakurai, O. Saeki, H. Carr, Hsiang-Yun Wu, T. Yamamoto, D. Duke, and S. Takahashi
    • Journal Title

      IEEE Transactions on Visualization & Computer Graphics

      Volume: 22 Issue: 1 Pages: 945-954

    • DOI

      10.1109/tvcg.2015.2467433

    • Related Report
      2016 Annual Research Report 2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] TimeTubes: Visualization of Polarization Variations in Blazars2016

    • Author(s)
      Uemura M., Itoh R., Xu L., Nakayama M., Wu H., Watanabe K., Takahashi S., and Fujishiro I.
    • Journal Title

      Galaxies

      Volume: 4 Issue: 3 Pages: 23-23

    • DOI

      10.3390/galaxies4030023

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Inferring Partial Orders of Nodes for Hierarchical Network Layout2016

    • Author(s)
      Hsiang-Yun Wu, Shigeo Takahashi, Hiroko Nakamura Miyamura, Satoshi Ohzahata, Akihiro Nakao
    • Journal Title

      Journal of Imaging Science and Technology

      Volume: 60 Issue: 6 Pages: 604071-6040713

    • DOI

      10.2352/j.imagingsci.technol.2016.60.6.060407

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Rate-distortion functions for gamma-type sources under absolute-log distortion measure2016

    • Author(s)
      Kazuho Watanabe, Shiro Ikeda
    • Journal Title

      IEEE Transactions on Information Theory

      Volume: 62 Issue: 10 Pages: 5496-5502

    • DOI

      10.1109/tit.2016.2602100

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] スパースモデリングと情報可視化2016

    • Author(s)
      藤代一成,高橋成雄,渡辺一帆,Hsiang-Yun Wu
    • Journal Title

      電子情報通信学会誌

      Volume: 99 Pages: 466-470

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Rate-Distortion Bounds for <i>ε</i>-Insensitive Distortion Measures2016

    • Author(s)
      Kazuho Watanabe
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E99.A Issue: 1 Pages: 370-377

    • DOI

      10.1587/transfun.E99.A.370

    • NAID

      130005115271

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Data-driven approach to Type Ia supernovae: variable selection on the peak luminosity and clustering in visual analytics2016

    • Author(s)
      Makoto Uemura, Koji S. Kawabata, Shiro Ikeda, Keiichi Maeda, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Issei Fujishiro
    • Journal Title

      Journal of Physics: Conference Series

      Volume: 699 Pages: 012009-012009

    • DOI

      10.1088/1742-6596/699/1/012009

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Asymmetric biclustering with constrained von Mises-Fisher models2016

    • Author(s)
      Kazuho Watanabe, Hsiang-Yun Wu, Shigeo Takahashi, Issei Fujishiro
    • Journal Title

      Journal of Physics: Conference Series

      Volume: 699 Pages: 012028-012028

    • DOI

      10.1088/1742-6596/699/1/012018

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] グラフスペクトル解析を用いた平行座標系の軸縮約2015

    • Author(s)
      能野琴,Hsiang-Yun Wu,渡辺一帆,高橋成雄,藤代一成
    • Journal Title

      画像電子学会誌

      Volume: 44 Pages: 447-456

    • NAID

      130005171479

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Entropic risk minimization for nonparametric estimation of mixing distributions2015

    • Author(s)
      Kazuho Watanabe and Shiro Ikeda
    • Journal Title

      Machine Learning

      Volume: 99(1) Issue: 1 Pages: 119-136

    • DOI

      10.1007/s10994-014-5467-7

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Variational inference with ARD prior for NIRS diffuse optical tomography2015

    • Author(s)
      Atsushi Miyamoto, Kazuho Watanabe, Kazushi Ikeda, and Masa-aki Sato
    • Journal Title

      IEEE Transactions on Neural Networks and Learning Systems

      Volume: 26(5) Issue: 5 Pages: 1109-1114

    • DOI

      10.1109/tnnls.2014.2328576

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Variational Bayesian inference algorithms for infinite relational model of network data2015

    • Author(s)
      Takuya Konishi, Takatomi Kubo, Kazuho Watanabe, and Kazushi Ikeda
    • Journal Title

      IEEE Transactions on Neural Networks and Learning Systems

      Volume: to be assigned Issue: 9 Pages: 2176-2181

    • DOI

      10.1109/tnnls.2014.2362012

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Achievability of asymptotic minimax regret by horizon-dependent and horizon-independent strategies2015

    • Author(s)
      Kazuho Watanabe, Teemu Roos
    • Journal Title

      Journal of Machine Learning Research (JMLR)

      Volume: N/A

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Vector quantization based on epsilon-insensitive mixture models2015

    • Author(s)
      Kazuho Watanabe
    • Journal Title

      Neurocomputing

      Volume: to be assigned Pages: 32-37

    • DOI

      10.1016/j.neucom.2015.01.081

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 可視化―注目と誘目のサイエンス―2018

    • Author(s)
      藤代一成
    • Organizer
      第2回サイバーNDE研究会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] TimeTubes: 特徴検索によるブレーザー観測データ解析の詳細化と効率化2018

    • Author(s)
      澤田奈生子,中山雅紀,植村誠,藤代一成
    • Organizer
      第284回画像電子学会研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] コンテンツ制作における機械学習の可能性について―モーションのキーフレーミングを例として―2018

    • Author(s)
      宮澤篤,藤代一成
    • Organizer
      情報処理学会第100回オーディオビジュアル複合情報処理研究発表会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 吹奏アニメーションにおける音源同期型姿勢制御2018

    • Author(s)
      武内航,堀井絵里,藤代一成
    • Organizer
      第80回情報処理学会全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] スパースモデリングと可視化2018

    • Author(s)
      藤代一成
    • Organizer
      情報処理学会第80回全国大会企画セッション「工芸から科学へ―CG技術の新たな挑戦―」
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 音源に同期する運指および表情に注目した吹奏アニメーションの自動生成2018

    • Author(s)
      堀井絵里,武内航,藤代一成
    • Organizer
      映像表現・芸術科学フォーラム2018
    • Related Report
      2017 Annual Research Report
  • [Presentation] Visualization as a Means of Intelligence Amplification2018

    • Author(s)
      Issei Fujishiro
    • Organizer
      IDS-JFLI Joint Workshop on Media and Graphics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] TimeTubes:多次元時系列ブレーザー観測データの視覚的融合による不確実性の緩和2017

    • Author(s)
      澤田奈生子,中山雅紀,Hsiang-Yun Wu,植村誠,藤代一成
    • Organizer
      第79回情報処理学会全国大会
    • Place of Presentation
      名古屋大学東山キャンパス(愛知県・名古屋市)
    • Year and Date
      2017-03-16
    • Related Report
      2016 Annual Research Report
  • [Presentation] 情報可視化における最適化モデルの定式化2017

    • Author(s)
      高橋成雄
    • Organizer
      日本機械学会計算力学部門 設計情報駆動研究会
    • Place of Presentation
      葉山 相洋閣(神奈川県・三浦郡)
    • Year and Date
      2017-03-05
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] A visual analysis system for compositional processes of spectral school2017

    • Author(s)
      Yuriko Takakura, Masanori Nakayama, Issei Fujishiro
    • Organizer
      5th IIEEJ International Workshop on Image Electronics and Visual Computing
    • Place of Presentation
      Da Nang (Vietnam)
    • Year and Date
      2017-03-01
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Parameter-setting for topology-accentuated transfer function for volume raycasting2017

    • Author(s)
      Yuriko Takeshima, Shigeo Takahashi, Issei Fujishiro
    • Organizer
      Seventh International Workshop on Topological Methods in Visualization
    • Place of Presentation
      Keio University (Minato-Ku, Tokyo)
    • Year and Date
      2017-02-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Making Many-to-Many Parallel Coordinate Plots Scalable by Asymmetric Biclustering2017

    • Author(s)
      Hsiang-Yun Wu, Yusuke Niibe, Kazuho Watanabe, Shigeo Takahashi, Makoto Uemura, Issei Fujishiro
    • Organizer
      The 10th IEEE Pacific Visualization Symposium (PacificVis 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] TimeTubes: Visual fusion for ameliorating uncertainty of blazar datasets from different observatories2017

    • Author(s)
      Naoko Sawada, Masanori Nakayama, Hsiang-Yun Wu, Makoto Uemura, Issei Fujishiro
    • Organizer
      The 10th IEEE Pacific Visualization Symposium (PacificVis 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rate-Distortion Tradeoffs under Kernel-Based Distortion Measures2017

    • Author(s)
      Kazuho Watanabe
    • Organizer
      The 2017 IEEE International Symposium on Information Theory (ISIT 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] TimeTubes: Visual Fusion and Validation for Ameliorating Uncertainties of Blazar Datasets from Different Observatories2017

    • Author(s)
      Naoko Sawada, Masanori Nakayama, Hsiang-Yun Wu, Makoto Uemura, Issei Fujishiro
    • Organizer
      Computer Graphics International 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Immersive Math Environment Continuable to Cross-Sectional Complex Projective 2-space2017

    • Author(s)
      Atsushi Miyazawa, Masanori Nakayama, Issei Fujishiro
    • Organizer
      The Eleventh Asian Forum on Graphic Science
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rate-Distortion Dimension and Bayesian Learning Coefficient2017

    • Author(s)
      Kazuho Watanabe
    • Organizer
      The 10th Workshop on Information Theoretic Methods in Science and Engineering (WITMSE 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] What Does the Riemann Sphere's Axis Stand for?: Understanding the Big Picture of How Mathematical Functions Behave2017

    • Author(s)
      Atsushi Miyazawa, Masanori Nakayama, Issei Fujishiro
    • Organizer
      ACM SIGGRAPH Asia 2017 Symposium on Education
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Facilitating Sparse Modeling with Sophisticated Visual Analysis Tools2017

    • Author(s)
      Issei Fujishiro
    • Organizer
      The First Chinese-Japanese Joint Visualization Workshop
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] TimeTubes: Visual Fusion for Detailed and Precise Analysis of Time-Varying Multi-Dimensional Datasets2017

    • Author(s)
      Naoko Sawada, Masanori Nakayama, Hsiang-Yun Wu, Makoto Uemura, Issei Fujishiro
    • Organizer
      The Second International Meeting on High-Dimensional Data-Driven Science (HD3-2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visual Analysis Tools for Facilitating Sparse Modeling2017

    • Author(s)
      Issei Fujishiro
    • Organizer
      ACM SIGGRAPH Asia 2017 Symposium on Visualization and Symposium on Education
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] スペクトル楽派の作曲家を対象とした音響加工過程に関する視覚分析手法の提案2017

    • Author(s)
      高倉優理子,中山雅紀,小島有利子,藤代一成
    • Organizer
      音学シンポジウム2017(情報処理学会第115回音楽情報科学研究会)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 音源に同期する運指に注目した吹奏アニメーションの自動生成2017

    • Author(s)
      堀井絵里,藤代一成
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] 可視化の数理―注目と誘目のサイエンス―2017

    • Author(s)
      藤代一成
    • Organizer
      日本計算工学会不確かさのモデリング・シミュレーション法に関する研究会第10回会合
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] ネットワーク表現を用いた多次元データ視覚解析2016

    • Author(s)
      高橋成雄,Hsiang-Yun Wu,渡辺一帆,藤代一成
    • Organizer
      文部科学省科学研究費補助金新学術領域研究「スパースモデリングの深化と高次元データ駆動科学の創成」2016年度公開シンポジウム
    • Place of Presentation
      慶應義塾大学三田キャンパス(東京都・港区)
    • Year and Date
      2016-12-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] Schematizing Graphics for Visual Understanding2016

    • Author(s)
      Shigeo Takahashi
    • Organizer
      8th International Conference on Graphics and Image Processing
    • Place of Presentation
      Hotel Sunroute Plaza Shinjuku (Shibuya-Ku, Tokyo)
    • Year and Date
      2016-10-29
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Visual analysis of rugby matches: Pixel-oriented visualization and evaluation indices2016

    • Author(s)
      Yusuke Ishikawa, Issei Fujishiro
    • Organizer
      IEEE VIS 2016 Posters
    • Place of Presentation
      Baltimore (USA)
    • Year and Date
      2016-10-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An affective video generation system supporting impromptu musical performance2016

    • Author(s)
      Anri Kobayashi, Issei Fujishiro
    • Organizer
      Cyberworlds 2016
    • Place of Presentation
      Chongqing (China)
    • Year and Date
      2016-09-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SeeGroove2: An orbit metaphor for interactive groove visualization2016

    • Author(s)
      Nobuhiko Jin, Naoki Haga, Issei Fujishiro
    • Organizer
      Cyberworlds 2016
    • Place of Presentation
      Chongqing (China)
    • Year and Date
      2016-09-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Enhancing Infographics Based on Symmetry Saliency2016

    • Author(s)
      Kouhei Yasuda, Shigeo Takahashi, Hsiang-Yun Wu
    • Organizer
      International Symposium on Visual Information Communication and Interaction
    • Place of Presentation
      Dallas (USA)
    • Year and Date
      2016-09-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rate-distortion Theoretic Views of Learning Problems2016

    • Author(s)
      Kazuho Watanabe
    • Organizer
      9th Workshop on Information Theoretic Methods in Science and Engineering
    • Place of Presentation
      Helsinki (Finland)
    • Year and Date
      2016-09-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 大規模高次元データ分析可視化の最新動向2016

    • Author(s)
      藤代一成
    • Organizer
      日本天文学会2016年秋季年会企画セッション「データ科学としての天文学」
    • Place of Presentation
      愛媛大学城北キャンパス(愛媛県・松山市)
    • Year and Date
      2016-09-14
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] ブレーザーで観測される偏光の時間変動の3次元可視化2016

    • Author(s)
      植村誠, 伊藤亮介, Longyin Xu, 中山雅紀, Hsiang-Yun Wu, 渡辺一帆, 高橋成雄, 藤代一成
    • Organizer
      日本天文学会2016年秋季年会
    • Place of Presentation
      愛媛大学城北キャンパス(愛媛県・松山市)
    • Year and Date
      2016-09-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] Constant-Width Rate-Distortion Bounds for Power Distortion Measures2016

    • Author(s)
      Kazuho Watanabe
    • Organizer
      IEEE Information Theory Workshop 2016
    • Place of Presentation
      Cambridge (United Kingdom)
    • Year and Date
      2016-09-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] High-dimensional data-driven approach to type Ia supernovae: Variable selection for the peak luminosity and classification2016

    • Author(s)
      Makoto Uemura, Kazuho Watanabe, Hsiang-Yun Wu, Shigeo Takahashi, Issei Fujishiro
    • Organizer
      Supervovae Through the Ages 2016
    • Place of Presentation
      Easter Island (Chile)
    • Year and Date
      2016-08-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Adaptive Blending of Multiple Network Layouts for Overlap-Free Labeling2016

    • Author(s)
      Rie Ishida, Shigeo Takahashi, Hsiang-Yun Wu
    • Organizer
      20th International Conference on Information Visualisation
    • Place of Presentation
      Lisbon (Portugal)
    • Year and Date
      2016-07-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] TimeTubes: Design of a Visualization Tool for Time-Dependent, Multivariate Blazar Datasets2016

    • Author(s)
      Longyin Xu, Masanori Nakayama, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Makoto Uemura, Issei Fujishiro
    • Organizer
      NICOGRAPH International 2016
    • Place of Presentation
      Hangzhou (China)
    • Year and Date
      2016-07-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] TimeTubes: Visualization of polarization variations in blazars2016

    • Author(s)
      Makoto Uemura, Longyin Xu, Masanori Nakayama, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Issei Fujishiro
    • Organizer
      Blazars through Shapr Multi-Wavelength Eyes
    • Place of Presentation
      Malaga (Spain)
    • Year and Date
      2016-05-30
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 複素パラメータによる平面曲線の解析的な延長についてとそのインタラクティブアートへの応用―実世界は果たして高次元世界の断面になっているか?2016

    • Author(s)
      宮澤篤,中山雅紀,藤代一成
    • Organizer
      日本図学会2016年度春季大会
    • Place of Presentation
      八戸グランドホテル (青森県・八戸市)
    • Year and Date
      2016-05-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] Focus+Context Metro Map Layout and Annotation2016

    • Author(s)
      Hsiang-Yun Wu
    • Organizer
      Spring Conference on Computer Graphics 2016
    • Place of Presentation
      Slomenice (Slovakia)
    • Year and Date
      2016-04-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] MDLの効率的計算のための事前分布設定2016

    • Author(s)
      渡辺一帆
    • Organizer
      電子情報通信学会総合大会(チュートリアルセッション「記述長最小原理の新展開」)
    • Place of Presentation
      九州大学(福岡県・福岡市)
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] リズムパターンのインタラクティブなグルーヴ可視化2016

    • Author(s)
      神展彦,芳賀直樹,藤代一成
    • Organizer
      情報処理学会第78回全国大会
    • Place of Presentation
      慶應義塾大学(神奈川県・横浜市)
    • Year and Date
      2016-03-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] ラグビーの試合における戦況の可視化2016

    • Author(s)
      石川雄介,藤代一成
    • Organizer
      情報処理学会第78回全国大会
    • Place of Presentation
      慶應義塾大学(神奈川県・横浜市)
    • Year and Date
      2016-03-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] マルチスレッド設計によるインタラクティブなグルーヴ可視化2016

    • Author(s)
      神展彦,芳賀直樹,藤代一成
    • Organizer
      映像表現・芸術科学フォーラム2016
    • Place of Presentation
      東京工芸大学(東京都・中野区)
    • Year and Date
      2016-03-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] 作曲家の変奏特徴を理解するための変奏曲可視化システム2016

    • Author(s)
      村岡遼太,藤代一成
    • Organizer
      映像表現・芸術科学フォーラム2016
    • Place of Presentation
      東京工芸大学(東京都・中野区)
    • Year and Date
      2016-03-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] 非一様な密集度を考慮した群衆移動のモデリング2016

    • Author(s)
      鈴木涼平,藤代一成
    • Organizer
      映像表現・芸術科学フォーラム2016
    • Place of Presentation
      東京工芸大学(東京都・中野区)
    • Year and Date
      2016-03-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] パネル討論:ヒトと計算機の共進化2016

    • Author(s)
      中島憲宏,岡田真人,岡田陽介,大浪修一,藤代一成,伊藤貴之,小山田耕二
    • Organizer
      日本学術会議公開シンポジウム「人工知能と可 視化」
    • Place of Presentation
      日本学術会議講堂(東京都・港区)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Making many-to-many parallel coordinate plots scalable by asymmetric biclustering2015

    • Author(s)
      Yusuke Niibe, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Issei Fujishiro
    • Organizer
      International Meeting on High-Dimensional Data-Driven Science 2015
    • Place of Presentation
      Mielparque (Kyoto, Kyoto)
    • Year and Date
      2015-12-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Preliminary design of visualization tool for time-dependent, multi-variate blazar datasets2015

    • Author(s)
      Longyin Xu, Masanori Nakayama, Hsiang-Yun Wu, Makoto Uemura, Issei Fujishiro
    • Organizer
      International Meeting on High-Dimensional Data-Driven Science 2015
    • Place of Presentation
      Mielparque (Kyoto, Kyoto)
    • Year and Date
      2015-12-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rate-distortion bounds for distortion measures with kernel feature mapping2015

    • Author(s)
      渡辺一帆
    • Organizer
      第38回情報理論とその応用シンポジウム
    • Place of Presentation
      下電ホテル(岡山県・倉敷市)
    • Year and Date
      2015-11-24
    • Related Report
      2015 Annual Research Report
  • [Presentation] SeeGroove: Supporting groove learning through visualization2015

    • Author(s)
      Issei Fujishiro, Naoki Haga, Masanori Nakayama
    • Organizer
      Cyberworlds2015
    • Place of Presentation
      Visby (Sweden)
    • Year and Date
      2015-10-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Egocentric design in geospatial mapping2015

    • Author(s)
      Shigeo Takahashi
    • Organizer
      1st IEEE International Symposium on Big Data Visual Analytics
    • Place of Presentation
      Hobert, Tasmania (Australia)
    • Year and Date
      2015-09-22
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] バイクラスタリングの対話型可視化ツールを用いたIa 型超新星の分類2015

    • Author(s)
      植村誠, 前田啓一, Hsiang-Yun Wu, 渡辺一帆, 高橋成雄, 藤代一成
    • Organizer
      日本天文学会2015年秋季年会
    • Place of Presentation
      甲南大学(兵庫県・神戸市)
    • Year and Date
      2015-09-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] Using mutual information for exploring optimal light source placements2015

    • Author(s)
      Yuki Ohtaka, Shigeo Takahashi, Hsiang-Yun Wu, Naoya Ohta
    • Organizer
      International Symposium on Smart Graphics 2015
    • Place of Presentation
      Chengdu (China)
    • Year and Date
      2015-08-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Formulating optimization models for visual computing2015

    • Author(s)
      Shigeo Takahashi
    • Organizer
      International Symposium on Smart Graphics 2015
    • Place of Presentation
      Chengdu (China)
    • Year and Date
      2015-08-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Interactively uncluttering node overlaps for network visualization2015

    • Author(s)
      Rie Ishida, Shigeo Takahashi, Hsiang-Yun Wu
    • Organizer
      19th International Conference on Information Visualization
    • Place of Presentation
      Barcelona (Spain)
    • Year and Date
      2015-07-21
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rate-distortion analysis for kernel-based distortion measures2015

    • Author(s)
      Kazuho Watanabe
    • Organizer
      8th Workshop on Information Theoretic Methods in Science and Engineering
    • Place of Presentation
      Copenhagen (Denmark)
    • Year and Date
      2015-06-24
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Motion puppetry taking skeletal similarity into account2015

    • Author(s)
      Norihide Kaneko, Reo Takahashi, Issei Fujishiro
    • Organizer
      The 28th International Conference on Computer Animation and Social Agents (CASA2015)
    • Place of Presentation
      Singapore
    • Year and Date
      2015-05-11 – 2015-05-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Motion puppetry taking skeletal similarity into account2015

    • Author(s)
      Norihide Kaneko, Reo Takahashi, Issei Fujishiro
    • Organizer
      28th International Conference on Computer Animation and Social Agents
    • Place of Presentation
      NTU (Singapore)
    • Year and Date
      2015-05-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Biclustering multivariate data for correlated subspace mining2015

    • Author(s)
      Kazuho Watanabe, Hsiang-Yun Wu, Yusuke Niibe, Shigeo Takahashi, Issei Fujishiro
    • Organizer
      8th IEEE Pacific Visualization Symposium (PacificVis 2015)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-04-14 – 2015-04-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] Biclustering high-dimensional data for correlated subspace mining2015

    • Author(s)
      Kazuho Watanabe, Hsiang-Yun Wu, Yusuke Niibe, Shigeo Takahashi, Issei Fujishiro
    • Organizer
      IEEE Pacific Visualization Symposium 2015
    • Place of Presentation
      Hangzhou (China)
    • Year and Date
      2015-04-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] キャラクタ固有の動作を反映したモーションリターゲティング手法の提案2015

    • Author(s)
      高橋玲央,金子徳秀,藤代一成
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大学,京都
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 骨格の類似度を考慮したモーションパペトリー2015

    • Author(s)
      金子徳秀,高橋玲央,藤代一成
    • Organizer
      映像表現・芸術科学フォーラム2015
    • Place of Presentation
      早稲田大学国際会議場,東京
    • Year and Date
      2015-03-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] SeeGroove: 可視化を介したグルーヴの学習支援2015

    • Author(s)
      芳賀直樹,中山雅紀,藤代一成
    • Organizer
      映像表現・芸術科学フォーラム2015
    • Place of Presentation
      早稲田大学国際会議場,東京
    • Year and Date
      2015-03-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] Analysis of variational Bayesian latent Dirichlet allocation: weaker sparsity than MAP2014

    • Author(s)
      Shinichi Nakajima, Issei Sato, Masashi Sugiyama, Kazuho Watanabe, Hiroko Kobayashi
    • Organizer
      Advances in Neural Information Processing Systems (NIPS2014)
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2014-12-08 – 2014-12-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] マッチングベースモーションリターゲッティング2014

    • Author(s)
      金子徳秀,高橋玲央,藤代一成
    • Organizer
      画像電子学会ビジュアルコンピューティングワークショップ2014
    • Place of Presentation
      ホテルおかだ,箱根湯本
    • Year and Date
      2014-11-27 – 2014-11-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] Visualizing bag-of-features image categorization using anchored maps2014

    • Author(s)
      Yi Gao, Hsiang-Yun Wu, Kazuo Misue, Kazuyo Mizuno, Shigeo Takahashi
    • Organizer
      The 7th International Symposium on Visual Information Communication and Interaction (VINCI 2014)
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2014-08-05 – 2014-08-08
    • Related Report
      2013 Annual Research Report
  • [Presentation] Spectral-based contractible parallel coordinates2014

    • Author(s)
      Koto Nohno, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Issei Fujishiro
    • Organizer
      18th International Conference on Information Visualisation (iV2014)
    • Place of Presentation
      Paris, France
    • Year and Date
      2014-07-15 – 2014-07-18
    • Related Report
      2013 Annual Research Report
  • [Presentation] Bayesian properties of normalized maximum likelihood and its fast computation2014

    • Author(s)
      Andrew Barron, Teemu Roos, Kazuho Watanabe
    • Organizer
      IEEE International Symposium on Information Theory (ISIT2014)
    • Place of Presentation
      Honolulu, USA
    • Year and Date
      2014-06-29 – 2014-07-04
    • Related Report
      2013 Annual Research Report
  • [Presentation] Contractible parallel coordinates for sparse modeling2014

    • Author(s)
      Issei Fujishiro
    • Organizer
      Dagstuhl Seminar on Scientific Visualization 2014
    • Place of Presentation
      Wadern, Germany
    • Year and Date
      2014-06-01 – 2014-06-06
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 相関に基づくクラスタリングを用いた軸縮約可能な平行座標系2014

    • Author(s)
      能野琴,ウーシャンユン,渡辺一帆,高橋成雄,藤代一成
    • Organizer
      情報処理学会第76回全国大会
    • Place of Presentation
      東京電機大学東京千住キャンパス,東京都足立区
    • Year and Date
      2014-03-11 – 2014-03-13
    • Related Report
      2013 Annual Research Report
  • [Presentation] Manipulating bilevel feature space for category-aware image exploration2014

    • Author(s)
      Mizuno Kazuyo, Hsiang-Yun Wu, Shigeo Takahashi
    • Organizer
      7th IEEE Pacific Visualization Symposium (PacificVis 2014)
    • Place of Presentation
      Keio University, Hiyoshi Campus, Yokohama, Japan
    • Year and Date
      2014-03-04 – 2014-03-07
    • Related Report
      2013 Annual Research Report
  • [Presentation] Achievability of asymptotic minimax regret in online and batch prediction2013

    • Author(s)
      Kazuho Watanabe, Teemu Roos, Petri Myllymaki
    • Organizer
      Asian Conference on Machine Learning (ACML2013)
    • Place of Presentation
      Canberra, Australia
    • Year and Date
      2013-11-13 – 2013-11-15
    • Related Report
      2013 Annual Research Report
  • [Book] 改訂新版 コンピュータグラフィックス2015

    • Author(s)
      藤代一成,斎藤隆文,乃万司,高橋成雄,馬場雅志,宮田一乘(編著)
    • Total Pages
      441
    • Publisher
      画像情報教育振興協会
    • Related Report
      2014 Annual Research Report
  • [Remarks] スパースモデリングの深化と高次元データ駆動科学の創成

    • URL

      http://sparse-modeling.jp/

    • Related Report
      2017 Annual Research Report
  • [Remarks] 慶應義塾大学理工学部情報工学科藤代研究室

    • URL

      http://fj.ics.keio.ac.jp

    • Related Report
      2017 Annual Research Report
  • [Remarks] スパースモデリングの深化と高次元データ駆動科学の創成

    • URL

      http://sparse-modeling.jp

    • Related Report
      2016 Annual Research Report
  • [Remarks] 新学術領域「スパースモデリング」

    • URL

      http://sparse-modeling.jp/

    • Related Report
      2015 Annual Research Report
  • [Remarks] 慶應義塾大学藤代研究室

    • URL

      http://fj.ics.keio.ac.jp/

    • Related Report
      2015 Annual Research Report
  • [Remarks] スパースモデリングの深化と高次元データ駆動科学の創成 計画研究 可視化班(C01-4)

    • URL

      http://sparse-modeling.jp/program/C01-4.html

    • Related Report
      2014 Annual Research Report 2013 Annual Research Report

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Published: 2013-07-10   Modified: 2022-05-13  

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