MIYATA Ryota

写真a

Title

Associate Professor

Researcher Number(JSPS Kakenhi)

00738578

Homepage URL

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

Current Affiliation Organization 【 display / non-display

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

External Career 【 display / non-display

  • 2014.04
    -
    2024.03

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

  • 2024.04
     
     

     

Research Interests 【 display / non-display

  • Artificial Intelligence

  • Machine Learning,Data Mining

  • データマイニング

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

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)

  • 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)

Presentations 【 display / non-display

  • Machine-learning Insights into the Possibility the DorsoMedial Striatum Encodes action behavior in Rats

    Masachika Taniguchi, Tsukasa Irei, Kenji Doya, Koji Kurata, Ryota Miyata

    Winter Workshop on Mechanism of Brain and Mind 2024  2024.01  -  2024.01 

  • Improving accuracy of action recognition for infighting in sports using DeepLabCut

    I Riku, Sei Noah Pittman, Takuya Mori, Eiji Kitajima, Ryota Miyata

    Winter Workshop on Mechanism of Brain and Mind 2024  2024.01  -  2024.01 

  • Measuring the wall cloud heights in the eye of the typhoon using neural radiance fields

    Takuya Mori, Eiji Kitajima, Hiroyuki Yamada, Kosuke Ito, Ryota Miyata

    Winter Workshop on Mechanism of Brain and Mind 2024  2024.01  -  2024.01 

  • Data-driven selection of genes associated with schizophrenia using unsupervised feature extraction

    Isshin Morine, Y.-H. Taguchi, Ryota Miyata

    Winter Workshop on Mechanism of Brain and Mind 2024  2024.01  -  2024.01 

  • 酒類と清涼飲料のメーカー別売り上げから観測される統計的性質

    大谷亮介, 他18名

    令和5年度データ解析コンペティション日本計算機統計学会データ解析スタディグループ中間報告会  2023.12  -  2023.12 

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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

SDGs 【 display / non-display

  • 教育アプリ開発

Media Coverage 【 display / non-display