Title |
Assistant Professor |
Researcher Number(JSPS Kakenhi) |
00738578 |
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 Assistant Professor
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Concurrently University of the Ryukyus Graduate School of Engineering and Science Intellingent Machine Systems Assistant Professor
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Concurrently University of the Ryukyus Disaster Prevention Research Center for Island Regions Assistant Professor
External Career 【 display / non-display 】
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2014.04
University of the Ryukyus, Faculty of Engineering, Department of Mechanical Systems Engineering, Instructor
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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Objective satellite methods including AI algorithms
Anthony Wimmers, Quoc -Phi Duang他
The Tenth International Workshop on Tropical Cyclones (IWTC-X) 2022.12 - 2022.12
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宮田龍太
第15回防災・環境シンポジウム (琉球大学研究者交流施設・50周年記念館多目的室AB・1F交流ラウンジ・2F交流ラウンジ) 2021.12 - 2021.12
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宮田龍太
第15回防災・環境シンポジウム (琉球大学研究者交流施設・50周年記念館多目的室AB・1F交流ラウンジ・2F交流ラウンジ) 2021.12 - 2021.12
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Prediction of the box-office with publicly available information and web search volume
Okazaki M.
ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences 2016.03 - 2016.03
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Principal component analysis of starting pitcher indexes in Nippon professional baseball
Gushiken S.
ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences 2016.03 - 2016.03
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