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Title |
Associate Professor |
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Researcher Number(JSPS Kakenhi) |
00738578 |
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Homepage URL |
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MIYATA Ryota
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Current Affiliation Organization 【 display / non-display 】
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Duty University of the Ryukyus Faculty of Engineering School of Engineering_Energy and Environment Program Associate Professor
External Career 【 display / non-display 】
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2014.04-2024.03
University of the Ryukyus, Faculty of Engineering, Department of Mechanical Systems Engineering, Instructor
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2024.04
Research Interests 【 display / non-display 】
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Artificial Intelligence
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Machine Learning,Data Mining
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データマイニング
Research Areas 【 display / non-display 】
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Informatics / Kansei informatics
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Informatics / Perceptual information processing
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Informatics / Intelligent informatics
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Informatics / Mechanics and mechatronics
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Humanities & Social Sciences / Economic statistics
Research Theme 【 display / non-display 】
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Knowledge Discovery and Future Prediction from Data using AI
Published Papers 【 display / non-display 】
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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)
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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)
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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)
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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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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)
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Presentations 【 display / non-display 】
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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
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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
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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
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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
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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
Preferred joint research theme 【 display / non-display 】
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Future prediction with machine learning
Statistical science
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Pattern detection with Data mining
Statistical science