2024 - 2026 Development of Adaptive Data Compression Method for Streaming Data on IoT
2020 - 2024 Development of High Performance Stream-based Lossless Data Compression
2020 - 2024 大局的エントロピー予測によるデータ圧縮の最適化技法の開発
2020 - 2023 ワンショット舌粘膜立体視診査システムの開発
2019 - 2023 Development of disease sign recognition algorithm and high-resolution transformation of in vivo tongue mucosa image applying deep learning technologies
2018 - 2021 知覚的エントロピー劣化によってストリームデータの圧縮率の制御は可能か?
2018 - 2019 IoT機器向け高性能データ圧縮LSIの開発
2015 - 2019 データストリーム伝送路におけるロスレス圧縮技術の開発
2015 - 2018 動きビッグデータからスキルの予測は可能か?
2015 - 2017 Sensory motor control with sense of finger-tip which realizes skillful throw
2014 - 2017 Knowledge discovery from compressed stream data
2013 - 2017 Development of a system to promote understanding, learning, and transmission of kinematic and kinetic features of physical movement in sports
2013 - 2017 Hardware-friendly machine learning with integer-parameter regularized learning based on discrete convexity
2016 - 2016 リスボン工科大学教授Leonel Sousa氏
2012 - 2016 Integrated Understanding for Emergent Property of Cooperation and Competition Dynamics
2008 - 2011 Integrated understanding for motor skill learning from dynamical system approach
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Papers (85):
Taiki Kato, Shinichi Yamagiwa, Koichi Wada. Toward Parallelization Technique for Stream-based Lossless Data Compression. Proceedings of 2023 IEEE International Conference on Big Data. 2023. 2667-2672
Taiki Kato, Shinichi Yamagiwa, Koichi Marumo. Performance Enhancement of Stream-Based Decompression Process by Notifying Compression Buffer Size. 2023 IEEE Symposium on Computers and Communications (ISCC). 2023. 491-494
Satoshi Kato, Shinichi Yamagiwa. Predicting Successful Throwing Technique in Judo from Factors of Kumite Posture Based on a Machine-Learning Approach. Computation. 2022. 10. 10. 175-175
Tian Danhe, Shinichi Yamagiwa, Koichi Wada. Heuristic Method for Minimizing Model Size of CNN by Combining Multiple Pruning Techniques. Sensors. 2022. 22. 15. 5874-5874
Shinichi Yamagiwa, Wenjia Yang, Koichi Wada. Adaptive Lossless Image Data Compression Method Inferring Data Entropy by Applying Deep Neural Network. Electronics. 2022. 11. 4. 504-504