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J-GLOBAL ID:200901079307783952   Update date: Oct. 12, 2024

Ohsaki Miho

オオサキ ミホ | Ohsaki Miho
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Affiliation and department:
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  (16):
  • 2024 - 2025 救急車で使用可能な脳動脈閉塞スクリーニングシステムの開発
  • 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
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Papers (106):
  • 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
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MISC (300):
  • 藤澤璃子, 大園健史, 大崎美穂, 白浜公章, 松川真美, 小林恭代, 斎藤こずえ, 山上宏. オートエンコーダと閾値ベース分類器による脳動脈閉塞推定. 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FIT2024. 2024. G008
  • 大園健史, 藤澤璃子, 大崎美穂, 白浜公章, 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:閉塞有無分類のためのオートエンコーダの選定. 第38回人工知能学会全国大会. 2024. 4L1-GS-10-02
  • Xiaolong Guan, Kimiaki Shirahama, Miho Ohsaki. Human Activity Recognition Framework Based on Generative Imputation of Missing Modalities. 第38回人工知能学会全国大会. 2024. 4Q1-IS-2c-05
  • 松村圭悟, 半田久志, 濵砂幸裕, 大崎美穂, 白浜公章. Perceptual Lossを用いた反事実的画像生成の改善. 2024年電子情報通信学会総合大会. 2024. D-12A-21
  • 水野翔太, 半田久志, 波部斉, 大崎美穂, 白浜公章. 映画における登場人物の感情変化を視覚化するための画像生成モデルの応用. 2024年電子情報通信学会総合大会. 2024. D-12B-04
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 (7):
  • 2023/07 - 現在 Doshisha University Data Science Research Center Director
  • 2016/04 - 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
  • 2007/04 - 2016/03 Doshisha University Faculty of Science and Engineering Associate Processor
  • 2004/04 - 2007/03 Doshisha University Faculty of Engineering Full-Time Lecturer
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Awards (13):
  • 2023/11 - National Institute of Standards and Technology NIST, USA [ Student's and Collaborator's Award ] 1st Place in MIQG Task at TRECVID 2023
  • 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
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Association Membership(s) (7):
Association for Computing Machinery ACM ,  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
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