Personnel Information

写真a

CHIYONOBU MIHO


Title

Assistant professor

Field

Field of Data Science
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Graduating School 【 display / non-display 】

  • Nara Women's University， Graduate School of Humanities and Sciences

    University， 2025.03， Graduated

  • Nara Women's University， Graduate School of Humanities and Sciences

    University， 2022.03， Graduated

  • Nara Women's University， Faculty of Living Environmental Studies， Department of Computer Science and Clothing Environment

    University， 2020.03， Graduated

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Campus Career 【 display / non-display 】

  • Shiga University Data Science and AI Innovation Research Promotion Center Department of Data Science，Assistant professor， 2025.04 - Now

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Research Areas 【 display / non-display 】

  • Informatics / Mathematical informatics

  • Informatics / Perceptual information processing

  • Informatics / Mathematical informatics

  • Natural Science / Applied mathematics and statistics

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Papers 【 display / non-display 】

  • Singular value decomposition for complex matrices using two-sided Jacobi method， The Journal of Supercomputing， 2024.02, Miho Chiyonobu, Takahiro Miyamae, Masami Takata, Jun Harayama, Kinji Kimura, Yoshimasa Nakamura

    DOI:10.1007/s11227-024-05903-6, Research paper (scientific journal)， Single Author

    Authorship：Lead author  

  • Proposed Preprocessing for High–Performance Complex Singular Value Decomposition， 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE)， 2023.07, Miho Chiyonobu, Masami Takata, Jun Harayama, Kinji Kimura, Yoshimasa Nakamura

    DOI:10.1109/csce60160.2023.00357, Research paper (scientific journal)， Single Author

    Authorship：Lead author  

  • Iterative Censoring and Highly Efficient Machine Learning with Condition Number in LSMR Method， 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE)， 2023.07, Miho Chiyonobu, Itsuki Kuboi, Rika Tanaka, Shinya Ozawa, Yohsuke Hosoda, Masami Takata, Kinji Kimura, Yoshimasa Nakamura

    DOI:10.1109/csce60160.2023.00358, Research paper (scientific journal)， Single Author

    Authorship：Lead author  

  • Stock recommendation methods for stability， The Journal of Supercomputing， 2024.02, Masami Takata, Natsu Kidoguchi, Miho Chiyonobu

    DOI:10.1007/s11227-024-05902-7, Research paper (scientific journal)， Single Author

  • Improvement of recognition rate using data augmentation with blurred images， The Journal of Supercomputing， 2024.02, Shiori Ishikawa, Miho Chiyonobu, Sayaka Iida, Masami Takata

    DOI:10.1007/s11227-024-05901-8, Research paper (scientific journal)， Single Author

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Review Papers 【 display / non-display 】

  • ナップサック問題への局所近傍探索の適用 (16) ， 2023.12, 磯野,令奈, 千代延,未帆, 髙田,雅美

    , Single Author

  • 立体構造物内部状態推定シミュレーション～実験データとの比較～ (20) ， 2023.06, 勝島,理湖, 千代延,未帆, 川上,竜太, 城,和貴

    , Single Author

  • LSMR法の停止条件を深層学習する際のデータ数削減方法に関する提案 (31) ， 2023.03, 千代延,未帆, 久保井,五貴, 田中,利佳, 小澤,伸也, 細田,陽介, 髙田,雅美, 木村,欣司, 中村,佳正

    , Single Author

  • 空間周波数と多層畳み込みオートエンコーダを用いた立体構造物の内部状況の推定 (15) ， 2022.12, 勝島,理湖, 今野,真生, 千代延,未帆, 城,和貴

    , Single Author

  • 亀裂検出の認識率改善に向けた Data Augmentation による影響 (3) ， 2022.09, 石川,史織, 千代延,未帆, 飯田,紗也香, 高田,雅美

    , Single Author

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Charge of off-campus class subject 【 display / non-display 】

  • 情報と職業，Nara Women's University，2025.04 - Now

  • プログラミングとデータベース，Nara University of Education，2024.10 - Now

  • 基礎からのOffice活用，2023.10 - Now

  • 基礎からのパソコン活用，2022.04 - 2023.09

  • データベースの基本，2021.01 - 2021.03

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