MIYATA Ryota

写真a

Title

Assistant Professor

Researcher Number(JSPS Kakenhi)

00738578

Homepage URL

http://sm1019.skr.u-ryukyu.ac.jp/index.html

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Current Affiliation Organization 【 display / non-display 】

  • Duty   University of the Ryukyus   Faculty of Engineering   School of Engineering_Energy and Environment Program   Assistant Professor  

  • Concurrently   University of the Ryukyus   Graduate School of Engineering and Science   Intellingent Machine Systems   Assistant Professor  

  • Concurrently   University of the Ryukyus   Disaster Prevention Research Center for Island Regions   Assistant Professor  

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External Career 【 display / non-display 】

  • 2014.04
    　
    　

    University of the Ryukyus, Faculty of Engineering, Department of Mechanical Systems Engineering, Instructor  

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Research Interests 【 display / non-display 】

  • Artificial Intelligence

  • Machine Learning,Data Mining

  • データマイニング

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Research Areas 【 display / non-display 】

  • Informatics / Kansei informatics

  • Informatics / Perceptual information processing

  • Informatics / Intelligent informatics

  • Informatics / Mechanics and mechatronics

  • Humanities & Social Sciences / Economic statistics

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Research Theme 【 display / non-display 】

  • Knowledge Discovery and Future Prediction from Data using AI

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Published Papers 【 display / non-display 】

  • Automatic feature selection for performing Unit 2 of vault in wheel gymnastics.

    Kitajima E, Sato T, Kurata K, Miyata R

    PloS one ( PLoS ONE )  18 ( 6 ) e0287095   2023 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

  • PCA-based unsupervised feature extraction for gene expression analysis of COVID-19 patients.

    Fujisawa K, Shimo M, Taguchi YH, Ikematsu S, Miyata R

    Scientific reports   11 ( 1 ) 17351   2021.08 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

  • Domain knowledge integration into deep learning for typhoon intensity classification.

    Higa M, Tanahara S, Adachi Y, Ishiki N, Nakama S, Yamada H, Ito K, Kitamoto A, Miyata R

    Scientific reports ( Scientific Reports )  11 ( 1 ) 12972   2021.06 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

  • Change in hippocampal theta oscillation associated with multiple lever presses in a bimanual two-lever choice task for robot control in rats.

    Tanaka N, Sano K, Rahman MA, Miyata R, Capi G, Kawahara S

    PloS one   13 ( 2 ) e0192593   2018

    Type of publication: Research paper (scientific journal)

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      DOI
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  • Optimal Colored Noise for Estimating Phase Response Curves

    Kazuhiko Morinaga, Ryota Miyata, and Toru Aonishi

    Journal of the Physical Society of Japan   84 ( 9 ) 094801   2015.07 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

    • Access this article
      DOI
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Presentations 【 display / non-display 】

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Preferred joint research theme 【 display / non-display 】

  • Future prediction with machine learning

    Statistical science

  • Pattern detection with Data mining

    Statistical science

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SDGs 【 display / non-display 】

  • 教育アプリ開発

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Media Coverage 【 display / non-display 】

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