Updated on 2021/09/08

写真a

 
FUCHIDA Takayasu
 
Organization
Research Field in Cooperation, Integrated Arts and Sciences Area Computing and Communications Center Professor
Title
Professor

Degree

  • 博士（工学） ( 2002.6   鹿児島大学 )

  • 工学修士 ( 1990.3   鹿児島大学 )

  • 工学士 ( 1988.3   鹿児島大学 )

Research Interests

  • 強化学習

  • 3次元形状モデリング

  • 自己組織的特徴写像

  • 離散ボロノイ図

Research Areas

  • Others / Others  / ニューラルネットワーク

  • Others / Others  / 数理情報工学

Research History

  • Kagoshima University   Research Field in Engineering, Science and Engineering Area Graduate School of Science and Engineering (Engineering) Department of Engineering Information Science and Biomedical Engineering Program   Associate Professor

    2020.4

  • Kagoshima University   Research Field in Engineering, Science and Engineering Area Graduate School of Science and Engineering (Engineering) Information Science and Biomedical Engineering Course   Associate Professor

    1993.3 - 2020.3

Professional Memberships

  • 情報処理学会

    2015.10

  • 電子情報通信学会

    2015.10

 

Papers

  • Wang R.H. .  Object discrimination performance and dynamics evaluated by inferotemporal cell population activity .  IBRO Neuroscience Reports10   171 - 177   2021.6

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    Language：Japanese   Publisher：IBRO Neuroscience Reports  

    DOI： 10.1016/j.ibneur.2021.02.008

    Scopus

    PubMed

  • Hisanaga Tadanori, Fuchida Takayasu .  A proposal of calculation method for degree of cooperation between open data using predicate vector .    30 ( 1 ) 42 - 61   2020.2A proposal of calculation method for degree of cooperation between open data using predicate vectorReviewed

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    Authorship：Lead author   Language：Japanese   Publishing type：Research paper (scientific journal)  

  • CHEN Bo, FUCHIDA Takayasu, TOMARI Daiki, HISANAGA Tadanori .  A study on suggestion of predicates using the clustering of item names for making RDF of Open Data .  Joho Chishiki Gakkaishi30 ( 2 ) 236 - 241   2020

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    Language：Japanese   Publisher：Japan Society of Information and Knowledge  

    <p>　In recent years, there has been increasing interest in Open Data. The utilization of Open Data has been promoted, and many organizations including the national government, local governments and other organizations are working on publishing and utilizing Open Data. Open data of Kagoshima City has been published in July 2016 as CSV format. Under Open Data of local governments, even if they are disclosed due to the difference in data format and the lack of linkage of data, there is no active utilization yet. In this research, we focused on the vocabulary that corresponds to the predicate of RDF form for Open Data, and proposed a method to suggest predicates by the clustering of item names for RDF of Open Data as teacher signals of Deep Learning. Then, we presented results of the predicate suggestion.</p>

    DOI： 10.2964/jsik_2020_024

  • HISANAGA Tadanori, FUCHIDA Takayasu .  A study on the possibility of cooperation among Open Data using predicate vector .  Joho Chishiki Gakkaishi29 ( 2 ) 123 - 128   2019

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    Language：Japanese   Publisher：Japan Society of Information and Knowledge  

    <p>　In recent years, many administrative organizations and local governments are engaged in opening and utilizing open data but until the data utilization has not reached where the government promotes "data can be secondarily used without much manpower being machine-readable". The government has been promoting open data by formulating the "Electronic Administrative Open Data Strategy" in 2012 and operating the data catalog site "DATA.GO.JP" in 2014. Under the open data of local governments, even if they are disclosed due to the difference in data format and the lack of linkage of data, there is no active utilization yet. In this research, we propose a predicate vector method that measures the similarity of data by vectorizing item names and item values of CSV data disclosed to explore the possibility of open data of a local government. We also investigated the possibility of linkage between each data using the predicate vector method.</p>

    DOI： 10.2964/jsik_2019_024

  • HISANAGA Tadanori, FUCHIDA Takayasu .  Proposal of a recommendation method of Open Data Predicates using statistical processing .  Joho Chishiki Gakkaishi28 ( 2 ) 127 - 133   2018

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    Language：Japanese   Publisher：Japan Society of Information and Knowledge  

    <p>　In recent years, many administrative organizations and local governments are engaged in opening and utilizing open data but until the data utilization has not reached where the government promotes "data can be secondarily used without much manpower being machine-readable". If these open data can be easily converted to RDF format by using common predicates, utilization of open data by linking data is promoted. In this research, we applied an application of automatic generation of predicates using Word2Vec algorithm to convert data disclosed as open data into RDF format. We propose a predicate recommendation method to convert predicates corresponding to item names by using statistical processing called "predicate vector method" which is vectorizing each data item of open data and converting it to RDF format.</p>

    DOI： 10.2964/jsik_2018_010

  • HISANAGA Tadanori, FUCHIDA Takayasu, NOTO Daisuke, GUO hong, CHEN Bo .  Study on RDF conversion in Open Data .  Joho Chishiki Gakkaishi27 ( 2 ) 207 - 212   2017

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    Language：Japanese   Publisher：Japan Society of Information and Knowledge  

    <p>　In recent years, utilization of big data and open data has been promoted, and many organizations including the national government, local government and other organizations are working on opening and utilizing open data. These disclosed data formats are still many files in Word, Excel and CSV format. The data utilization that "It is machine-readable and second-hand use of data is possible without spending a lot of manpower" clearly stated in the 2012 e-administration open data strategy formulated in 2012 is not yet reached. If many disclosed data can be easily converted to RDF format<tt>，</tt>mechanical linkage of multiple open data becomes possible and it becomes possible to promote utilization of open data. In this research, we focused on the vocabulary that corresponds to the predicate of the RDF form, and experimented about the approximation of the vocabulary by utilizing the neural network called Wrod2Vec in order to share the vocabulary. We also propose a method to convert common Open Data to RDF format file by using vocabulary based on common vocabulary recommended by IPA to share common vocabulary.</p>

    DOI： 10.2964/jsik_2017_025

  • Takayasu Fuchida, Kathy Thi Aung .  A proposition of adaptive state space partition in reinforcement learning with Voronoi tessellation .  Artificial Life and Robotics, Springer18 ( 42067 ) 172 - 177   2013.11A proposition of adaptive state space partition in reinforcement learning with Voronoi tessellationReviewed

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  • Kathy Thi Aung, Takayasu Fuchida .  A comparison of learning performance in two-dimensional Q-learning by the difference of Q-values alignment .  Artificial Life and Robotics, Springer16 ( 4 ) 473 - 477   2012.3A comparison of learning performance in two-dimensional Q-learning by the difference of Q-values alignmentReviewed

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    Language：English   Publishing type：Research paper (scientific journal)  

  • Takayasu Fuchida, Kathy Thi Aung, Atsushi Sakuragi .  A study of Q-learning considering negative rewards .  Artificial Life and Robotics, Springer15 ( 3 ) 351 - 354   2010A study of Q-learning considering negative rewardsReviewed

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  • Kathy Thi Aung, Takayasu Fuchida .  Reinforcement learning using Voronoi space division .  Artificial Life and Robotics, Springer15 ( 3 ) 330 - 334   2010Reinforcement learning using Voronoi space divisionReviewed

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  • Akira Hiramatsu, Korakot Prachumrak, Takayasu Fuchida, Sadayuki Murashima .  Lossless Image Reconstruction of Image based on Contractive Mapping of Neighboring Pixels .  Proceedings of 2006 International Symposium on Nonlinear Theory and its Applications   1055 - 1058   2006.9Lossless Image Reconstruction of Image based on Contractive Mapping of Neighboring PixelsReviewed

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  • Takayasu FUCHIDA, Sadayuki MURASHIMA, Hirofumi NAKAMURA .  Domain Search Using Shrunken Images for Fractal Image Compression .  Japan Journal of Industrial and Applied Mathematics   205 - 222   2005.6Domain Search Using Shrunken Images for Fractal Image CompressionReviewed

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  • T. Fuchida, S. Murashima .  The Effectiveness of Discrete Voronoi Diagram in Fractal Image Compression .  Proceedings of 2004 International Symposium on Nonlinear Theory and its Application   561 - 564   2004.11The Effectiveness of Discrete Voronoi Diagram in Fractal Image CompressionReviewed

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  • 村島 定行, ゴラゴッド・プラチュムラック*, 平松章, 渕田孝康, 中村博文* .  離散画像の可逆フラクタル表現と関連する連立1次方程式とその収束特性 .  電子情報通信学会論文誌 A   1152 - 1157   2004.8離散画像の可逆フラクタル表現と関連する連立1次方程式とその収束特性Reviewed

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    Language：Japanese   Publishing type：Research paper (scientific journal)  

  • 渕田孝康(FUCHIDA TAKAYASU),中村 博文(H. Nakamura),森邦彦(MoriKunihiko),村島定行 .  母点を一つずつ追加することにより効率良く２次元離散ボロノイ図を作成する方法 .  電子情報通信学会論文誌 ( 5 ) 571 - 583   2002.5母点を一つずつ追加することにより効率良く２次元離散ボロノイ図を作成する方法Reviewed

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  • 渕田孝康(FUCHIDA TAKAYASU),上原 修平(S. Uehara),森邦彦(MoriKunihiko),村島定行 .  離散ボロノイ図における母点の追加と削除のアルゴリズム .  電子情報通信学会論文誌 ( 8 ) 1027 - 1036   2001.8離散ボロノイ図における母点の追加と削除のアルゴリズムReviewed

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  • 森邦彦(MoriKunihiko),南元 淳一(J. Minamimoto),渕田孝康(FUCHIDA TAKAYASU),村島定行 .  One-Dimensional Resolution Improvement of Images in Time Series by Genetic Algorithm .  Sys. and Comp. in Japan32 ( 7 ) 12 - 19   2001.5One-Dimensional Resolution Improvement of Images in Time Series by Genetic AlgorithmReviewed

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  • 鹿嶋雅之,渕田孝康(FUCHIDA TAKAYASU),佐藤 明美(A. Satoh),森邦彦(MoriKunihiko),村島定行 .  位相表現回路網の結合数と入力次元の関係 .  電子情報通信学会論文誌 ( 12 ) 2855 - 2858   2000.12位相表現回路網の結合数と入力次元の関係Reviewed

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  • 渕田孝康(FUCHIDA TAKAYASU),森邦彦(MoriKunihiko),村島定行 .  波面法を用いた２次元一般離散ボロノイ図の作成 .  電子情報通信学会論文誌 ( 9 ) 927 - 935   2000.9波面法を用いた２次元一般離散ボロノイ図の作成Reviewed

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  • 森邦彦(MoriKunihiko),南元 淳一(J. Minamimoto),渕田孝康(FUCHIDA TAKAYASU),村島定行 .  遺伝的アルゴリズムによる時系列画像の１次元高解像化 .  電子情報通信学会論文誌 ( 5 ) 1224 - 1231   2000.5遺伝的アルゴリズムによる時系列画像の１次元高解像化Reviewed

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  • 渕田孝康(FUCHIDA TAKAYASU),村島定行,渡辺 貴史(T. Watanabe),森邦彦(MoriKunihiko),栗園 貢(M. Kurizono) .  ２次元離散画面上の高次のボロノイ図作成について .  電子情報通信学会論文誌 ( 2 ) 283 - 288   1999.2２次元離散画面上の高次のボロノイ図作成についてReviewed

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  • 川田 一範(K. Kawata),森邦彦(MoriKunihiko),渕田孝康(FUCHIDA TAKAYASU),村島定行 .  時系列１次元画像の高解像化 .  電子情報通信学会論文誌 ( 12 ) 2879 - 2882   1998.12時系列１次元画像の高解像化Reviewed

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  • 鹿嶋雅之,村島定行,渕田孝康(FUCHIDA TAKAYASU),森邦彦(MoriKunihiko) .  マルチネスの位相表現回路網の位相保持率 .  電子情報通信学会論文誌 ( 12 ) 2892 - 2896   1998.12マルチネスの位相表現回路網の位相保持率Reviewed

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  • 倉田 俊一(S. Kurata),森邦彦(MoriKunihiko),渕田孝康(FUCHIDA TAKAYASU),村島定行 .  遺伝的アルゴリズムと反復処理を用いた劣化画像の回復 .  電子情報通信学会論文誌 ( 9 ) 2104 - 2111   1998.9遺伝的アルゴリズムと反復処理を用いた劣化画像の回復Reviewed

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  • 村島定行,渡辺 貴史(T. Watanabe),渕田孝康(FUCHIDA TAKAYASU),森邦彦(MoriKunihiko),M. Kurizono(栗園 貢) .  非ユークリッド距離に基づく２次元離散ボロノイ図の作成 .  電子情報通信学会論文誌 ( 6 ) 691 - 699   1998.6非ユークリッド距離に基づく２次元離散ボロノイ図の作成Reviewed

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  • 渕田孝康(FUCHIDA TAKAYASU),村島定行,森邦彦(MoriKunihiko) .  ランダム論理ニューロン場の凍結状態に関する確率的考察 .  電子情報通信学会論文誌 ( 1 ) 203 - 207   1998.1ランダム論理ニューロン場の凍結状態に関する確率的考察Reviewed

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Presentations

  • Tadanori Hisanaga, Bo Chen, Daiki Tomari, Takayasu Fuchida   A proposal of the degree of linkage of open data using the predicate vector method   International conference

    25th International Symposium on Artificial Life and Robotics 2020  International Society of Artificial Life and Robotics

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    Event date： 2020.1

    Language：English   Presentation type：Oral presentation (general)  

    Venue：B-Con Plaza, Beppu, Oita, JAPAN  

  • Bo Chen, Tadanori Hisanaga, Daiki Tomari, Takayasu Fuchida   A study on suggestion of predicates using the clustering of item names for making RDF of Open Data   International conference

    25th International Symposium on Artificial Life and Robotics 2020  International Society of Artificial Life and Robotics

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    Event date： 2020.1

    Language：English   Presentation type：Oral presentation (general)  

    Venue：B-Con Plaza, Beppu, Oita, JAPAN  

  • 中野涼平, 伊藤研志, 富永　匠, 渕田孝康   VRを用いた直感的形状モデリングの研究  

    電機・情報関係学会九州支部連合大会 

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    Event date： 2019.9

    Language：Japanese   Presentation type：Oral presentation (general)  

  • 陳　博, 久永忠範, 泊　大貴, 永住拓視, 濱平　陸, 渕田孝康   オープンデータの述語サジェストのためのWord2Vecを用いた項目名のクラスタリング  

    電機・情報関係学会九州支部連合大会 

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    Event date： 2019.9

    Language：Japanese   Presentation type：Oral presentation (general)  

  • 福本光佑, 中野涼平, 伊藤研志, 富永　匠, 渕田孝康   音声認識による漫画への吹き出し作成の研究  

    電機・情報関係学会九州支部連合大会 

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    Event date： 2019.9

    Language：Japanese   Presentation type：Oral presentation (general)  

  • 久永忠範, 陳　博, 永住拓視, 濱平　陸, 泊　大貴, 渕田孝康   述語ベクトル法を用いたオープンデータの類似度の研究  

    電機・情報関係学会九州支部連合大会 

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    Event date： 2019.9

    Language：English   Presentation type：Oral presentation (general)  

  • 外園将太, 泊　大貴, 満園大輔, 早稲田凌亮, 中原航大, 渕田孝康   深層学習を用いたマルチエージェント強化学習の研究  

    電機・情報関係学会九州支部連合大会 

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    Event date： 2019.9

    Language：Japanese   Presentation type：Oral presentation (general)  

  • Tadanori HISANAGA, Takayasu FUCHIDA   A study on the possibility of cooperation among Open Data using predicate vector  

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    Event date： 2019.5

    Language：Japanese   Presentation type：Oral presentation (general)  

  • Kathy Thi Aung, Takayasu Fuchida   A proposition of adaptive state space partition in reinforcement learning with Voronoi Tessellation   International conference

    THE SEVENTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS  THE SEVENTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS

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    Event date： 2012.1

    Language：English  

    Venue：大分  

    国際学会

  • K.T. Aung, T. Fuchida   A comparison of learning performance in two-dimensional Q-learning by the difference of Q-values alignment   International conference

    THE SIXTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS  THE SIXTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS

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    Event date： 2011.1

    Language：English  

    Venue：大分  

    国際学会

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Research Projects

  • オープンデータ活用のための名前空間の整合性の研究

    2016.10 - 2019.3

    科学研究費補助金  基盤研究(C)