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J-GLOBAL ID：200901079307783952   Update date: Mar. 11, 2024

Ohsaki Miho

オオサキ ミホ | Ohsaki Miho
Affiliation and department：
Doshisha University Faculty of Science and Engineering Department of Information Systems Design

About Doshisha University Faculty of Science and Engineering Department of Information Systems Design


Job title： Professor
Research field  (1)： Intelligent informatics
Research keywords  (2)： Machine Learning ,  Knowledge Discovery and Data Mining
Research theme for competitive and other funds  (15)：
  • 2022 - 2024 走行中の救急車での計測も可能な脳動脈閉塞検査システムの開発
  • 2021 - 2024 Development of Prehospital Diagnostic Method for Cerebral Artery Occlusion by Simple Non-invasive Measurement of Carotid Artery Pulse Wave
  • 2021 - 2024 Development and Application of Co-nonlinearity Analysis Methods Leading to Novel Knowledge Awareness
  • 2014 - 2019 Evolutionary Adaptive Motor Driver Support System: Driver-In-the-Loop
  • 2015 - 2018 Development and Application of an Imbalanced Data Classifier
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Papers (105)：
  • Takuma Shimada, Kazumasa Matsubara, Daisuke Koyama, Mami Matsukawa, Miho Ohsaki, Yasuyo Kobayashi, Kozue Saito, Hiroshi Yamagami. Development of Evaluation System for Cerebral Artery Occlusion in Emergency Medical Services: Noninvasive Measurement and Utilization of Pulse Waves. Scientific Reports. 2023. DOI: https://doi.org/10.1038/s41598-023-30229-3
  • Rina Obata, Kei Ohnishi, Makoto Fukumoto, Miho Ohsaki. Experiment to Investigate Awareness of Tastes for Users in Interactive Evolutionary Computation. Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2022. 2022. DOI: 10.1109/SCISISIS55246.2022.10002067
  • Koki Kishishita, Shigeru Katagiri, Miho Ohsaki. A Proposal of an Improved Maximum Bayes Boundary-Ness Training Method. International Conference on Signal Processing and Machine Learning SPML-2022. 2022. DOI: https://doi.org/10.1145/3556384.3556422
  • Ginji Hayashi, Shigeru Katagiri, Xugang Lu, Miho Ohsaki. An Investigation of Feature Difference Between Child and Adult Voices Using Line Spectral Pairs. International Conference on Signal Processing and Machine Learning SPML-2022. 2022. DOI: https://doi.org/10.1145/3556384.3556399
  • Miho Ohsaki, Naoya Kishimoto, Hayato Sasaki, Ryoji Ikeura, Shigeru Katagiri, Kei Ohnishi, Yakub Sebastian, Patrick Then. NNR-GL: A Measure to Detect Co-nonlinearity Based on Neural Network Regression Regularized by Group Lasso. IEEE Access. 2021. DOI: 10.1109/ACCESS.2021.3111105
ｍore...
MISC (294)：
  • 中屋敷楓, 小畑里菜, 口石和真, 大西圭, 福本誠, 大崎美穂. インタラクティブ進化計算ユーザの好みの自覚に関する実験. 第25回日本知能情報ファジィ学会九州支部学術講演会. 2023
  • 山田紘丘, 前田一葉, 大崎美穂, 松原和正, 松川真美, 小林恭代, 斎藤こずえ, 山上宏. 脈波を用いた脳動脈閉塞の推定:LSTMオートエンコーダによる閉塞有無の教師なし分類. 情報処理学会電子情報通信学会共催,情報科学技術フォーラムFIT2023. 2023. G017
  • 田儀樹, 大崎美穂, 片桐滋, 大西圭. 混同行列に基づく不均衡データ分類ニューラルネットワーク. 情報処理学会電子情報通信学会共催,情報科学技術フォーラムFIT2023. 2023. F005
  • 大崎美穂, 田儀樹, 佐々木捷人, 岸本真弥, 片桐滋, 大西圭. 共非線形性尺度NNR-GLを用いた変数集合発見とその実験的評価. 情報処理学会電子情報通信学会共催,情報科学技術フォーラムFIT2023. 2023. F004
  • Kazumasa Matsubara, Hiroki Yamada, Mami Matsukawa, Miho Ohsaki, Kozue Saito, Hiroshi Yamagami. Age Dependent Features of Carotid Pulse Waveforms Measured by Piezoelectric Sensor. International Conference of the IEEE Engineering in Medicine and Biology Society EMBC-2023. 2023. 1761
ｍore...
Books (4)：
  • Mining Complex Data
    Springer 2008
  • Communications and Discoveries from Multidisciplinary Data
    Springer 2008
  • Management Information and Internet
    Chuokeizai-Sha 2003 ISBN:4502367206
  • Genetic Algorithm 4
    Sangyo Tosho 2000 ISBN:4782851499
Education (3)：
  • 1996 - 1999 Graduate School of Design, Kyushu Institute of Design Division of Audio and Visual Communication Studies Doctoral Program (Second Semester)
  • 1994 - 1996 Graduate School of Design, Kyushu Institute of Design Division of Audio and Visual Communication Studies Doctoral Program (First Semester)
  • 1990 - 1994 Kyushu Institute of Design Faculty of Design Department of Acoustic Design
Professional career (3)：
  • Doctor of Engineering (Kyushu Institute of Design (now Kyushu University))
  • Master of Design in Engineering (Kyushu Institute of Design (now Kyushu University))
  • Bachelor of Design in Engineering (Kyushu Institute of Design (now Kyushu University))
Work history (6)：
  • 2016 - 現在 Doshisha University Faculty of Science and Engineering Professor
  • 2015/09 - 2016/08 University of Cincinnati College of Engineering and Applied Science Visiting Scholar
  • 2007 - 2016 Doshisha University Faculty of Science and Engineering Associate Processor
  • 2004 - 2007 Doshisha University Faculty of Engineering Full-Time Lecturer
  • 1999 - 2004 Shizuoka University Faculty of Informatics Research Associate
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Awards (12)：
  • 2023/09 - [ Student's and Collaborator's Award ] Forum on Information Technology FIT Young Researcher's Award
  • 2023/06 - IEEE Senior Member
  • 2021/03 - [ Student's and Collaborator's Award ] IEICE General Conference Young Researcher's Award
  • 2018/09 - [ Student's and Collaborator's Award ] Forum on Information Technology FIT Young Researcher's Award
  • 2017/07 - Japan Society for the Promotion of Science Screening Committee Award of JSPS Research Fellowship for Young Scientists
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Association Membership(s) (7)：
Institute of Electrical and Electronics Engineers IEEE ,  Information Processing Society of Japan IPSJ ,  Institute of Electronics, Information and Communication Engineers IEICE ,  Japanese Society for Artificial Intelligence JSAI ,  Japan Society for Fuzzy Theory and intelligent informatics SOFT ,  Japan Association for Medical Informatics JAMI ,  Acoustical Society of Japan ASJ
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