2021 - 2025 Deepening of Recommender Systems with Explanations and their Quality Evaluation
2020 - 2024 高齢者の運転免許継続・返納に関する脳医科学的根拠の提案
2017 - 2022 Brain Decoding for Super-resolution fMRI with unsupervised learning
2019 - 2021 Development of AI-supported auto-diagnostic system for occupational lung diseases
2012 - 2015 BCI image retrieval using fMRI and kernel fuzzy clustering
2008 - 2009 Image similarity generation using fuzzy logical operators and aggregation operators
2007 - 画像内容検索システム
2007 - テキスト情報や主観的な質的データも加味した時系列予測
2004 - 2006 汎用ファジィ情報処理コプロセッサの提案・実現に関する研究
2003 - 2005 Fuzzy objects based image compression system for managing vast images
2001 - 2002 視覚・聴覚・触覚情報の統合に基づく物質内部状態の診断に関する研究
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Papers (89)：
Yuu Tanomito, Zhen Zhang, Shinichi Yoshida. Object Detection for Yellow Maturing Citrus Fruits from Constrained or Biased UAV Images: Performance Comparison of Various Versions of YOLO Models. AgriEngineering. 2024. 6. 4. 4308-4324
Hongtao Zhang, Kiminori Matsuzaki, Shinichi Yoshida. Assessing Brain-like Characteristics of DNNs with Spatiotemporal Features: A Study Based on the Müller-Lyer Illusion. IEEE Access. 2024. 1-1
Boyue Song, Shinichi Yoshida. Explainability of three-dimensional convolutional neural networks for functional magnetic resonance imaging of Alzheimer’s disease classification based on gradient-weighted class activation mapping. PLOS ONE. 2024. 19. 5. e0303278-e0303278
Hongtao Zhang, Shinichi Yoshida. Exploring Deep Neural Networks in Simulating Human Vision through Five Optical Illusions. Applied Sciences. 2024. 14. 8. 3429-3429
Hongtao Zhang, Shinichi Yoshida, Zhen Li. Brain-like illusion produced by Skye’s Oblique Grating in deep neural networks. PLOS ONE. 2024. 19. 2. e0299083-e0299083
Fuzzy Functional Link Network and Its application to the Representation of the Extended Kolmogorov Theorem. International Journal of Fuzzy Systems. 2002. 4. 2. 690-695
Fuzzy Functional Link Network and Its application to the Representation of the Extended Kolmogorov Theorem. International Journal of Fuzzy Systems. 2002. 4. 2. 690-695
- 2001 Tokyo Institute of Technology Interdisciplinary Science and Engineering Intelligent Systems Science
- 1998 Tokyo Institute of Technology Interdisciplinary Science and Engineering Intelligent Systems Science
- 1996 Chuo University Faculty of Science and Engineering
Professional career (1)：
博士(工学) (東京工業大学)
Work history (7)：
2020/10 - 現在 Kochi University of Technology School of Information Professor
2013/04 - 2020/09 Kochi University of Technology School of Information Associate Professor
2009/04 - 2013/03 Kochi University of Technology School of Information Assistant Professor
2007/08 - 2009/03 Kochi University of Technology Faculty of Engineering Department of Information Systems Engineering Assistant Professor
2007/04 - 2007/07 Kochi University of Technology Faculty of Engineering Department of Information Systems Engineering Assistant Professor
2004/04 - 2007/03 Aoyama Gakuin University Information Research Center Assistant Professor
2001/04 - 2004/03 Tokyo Institute of Technology Interdisciplinary Graduate School of Science and Engineering Assistant Professor
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Committee career (3)：
2017/01 - 2018/12 IEEE Shikoku Section (Institute of Electrical and Electronics Engineers) Secretary
2014/04 - 2016/03 The Institute of Electronics, Information and Communication Engineers Shikoku Section Secretary
2001 - 日本ファジィ学会 広報メディア委員
Association Membership(s) (4)：
Information Processing Society of Japan
, IEEE (Institute of Electrical and Electronics Engineers)
, JAPAN SOCIETY FOR FUZZY THEORY AND INTELLIGENT INFORMATICS
, The Institute of Electronics, Information and Communication Engineers
