Tezuka Taro

テヅカタロウ | Tezuka Taro

Affiliation and department：
Job title： Professor
Homepage URL (2)： https://tarotez.github.io/taro_j.html , https://tarotez.github.io/taro_e.html

Research field (1)： Database science

Research keywords (4)：データマイニング , 情報検索 , Data mining , Information retrieval

Research theme for competitive and other funds (13)：

2022 - 2026 機械学習によって行列画像から反復法の収束を予測し、適切な解法を選択する方法の検討
2020 - 2023 Significance of synaptic plasticity for memory consolidation during sleep
2019 - 2022 Decoding of motor signals using non-linear generalization of sparse coding and dictionary learning
2016 - 2021 Extension of dictionary learning by kernel methods and its application to feature extraction from images
2016 - 2020 Research on interaction between social capital growth and user's information behavior

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Papers (66)：

Iyo Koyanagi, Taro Tezuka, Jiahui Yu, Sakthivel Srinivasan, Toshie Naoi, Shinnosuke Yasugaki, Ayaka Nakai, Shimpei Taniguchi, Yu Hayashi, Yasushi Nakano, et al. Fully automatic REM sleep stage-specific intervention systems using single EEG in mice. Neuroscience research. 2022. 186. 51-58
Taro Tezuka, Deependra Kumar, Sima Singh, Iyo Koyanagi, Toshie Naoi, Masanori Sakaguchi. Real-time, automatic, open-source sleep stage classification system using single EEG for mice. Scientific reports. 2021. 11. 1. 11151-11151
Masaki Taniguchi, Taro Tezuka. Automatic Trimap Generation by a Multimodal Neural Network. ICIP. 2021. 2768-2772
Masaki Taniguchi, Taro Tezuka, Pablo Vergara, Sakthivel Srinivasan, Takuma Hosokawa, Yoan Chérasse, Toshie Naoi, Takeshi Sakurai, Masanori Sakaguchi. Open-Source Software for Real-time Calcium Imaging and Synchronized Neuron Firing Detection. EMBC. 2021. 2997-3003
Yuki Oba, Taro Tezuka, Masaru Sanuki, Yukiko Wagatsuma. Interpretable Prediction of Diabetes from Tabular Health Screening Records Using an Attentional Neural Network. 8th IEEE International Conference on Data Science and Advanced Analytics(DSAA). 2021. 1-11

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MISC (7)：

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Books (2)：

Web and Wireless Geographical Information Systems - 6th International Symposium, W2GIS 2006
Springer-Verlag 2006
Web and Wireless Geographical Information Systems - 6th International Symposium, W2GIS 2006
Springer-Verlag 2006

Lectures and oral presentations (24)：

Presentation of Dynamic Maps by Estimating User Intentions from Operation History
(Proceedings of the 13th International MultiMedia Modeling Conference (MMM2007) 2007)
Mining the Web for Appearance Description
(Proceedings of the 18th International Conference on Database and Expert Systems Applications (DEXA 2007) 2007)
Presentation of Dynamic Maps by Estimating User Intentions from Operation History
(Proceedings of the 13th International MultiMedia Modeling Conference (MMM2007) 2007)
Mining the Web for Appearance Description
(Proceedings of the 18th International Conference on Database and Expert Systems Applications (DEXA 2007) 2007)
Visual Description Conversion for Enhancing Search Engines and Navigational Systems
(Frontiers of WWW Research and Development - APWeb 2006, Lecture Notes in Computer Science 3841,Springer-Verlag 2006)

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