Rchr
J-GLOBAL ID：202101014930163478
Update date: Oct. 22, 2024
Hanada Hiroyuki
ハナダ ヒロユキ | Hanada Hiroyuki
Affiliation and department：
Job title：
Researcher
Research field (4)：
Computational science
, Computational science
, Computational science
, Intelligent informatics
Research theme for competitive and other funds (2)：
- 2024 - 2029 Data reduction methods for machine learning with continual and distribution-changing data increase
- 2020 - 2025 探索的分析によるデータ駆動型仮説の信頼性評価法の確立と生命科学分野における実証
Papers (11)：
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Takumi Yoshida, Hiroyuki Hanada, Kazuya Nakagawa, Kouichi Taji, Koji Tsuda, Ichiro Takeuchi. Efficient model selection for predictive pattern mining model by safe pattern pruning. Patterns. 2023
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Kento Goto, Norimasa Tamehiro, Takumi Yoshida, Hiroyuki Hanada, Takuto Sakuma, Reiko Adachi, Kazunari Kondo, Ichiro Takeuchi. Novel Machine Learning Method AllerStat Identifies Statistically Significant Allergen-Specific Patterns in Protein Sequences. Journal of Biological Chemistry. 2023. 104733-104733
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Hiroki Kato, Hiroyuki Hanada, Ichiro Takeuchi. Safe RuleFit: Learning Optimal Sparse Rule Model by Meta Safe Screening. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2023
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Hiroshi Nishiwaki, Mikako Ito, Tomonari Hamaguchi, Tetsuya Maeda, Kenichi Kashihara, Yoshio Tsuboi, Jun Ueyama, Takumi Yoshida, Hiroyuki Hanada, Ichiro Takeuchi, et al. Short chain fatty acids-producing and mucin-degrading intestinal bacteria predict the progression of early Parkinson's disease. NPJ Parkinson's disease. 2022. 8. 1. 65-65
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Vo Nguyen Le Duy, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Hiroyuki Hanada, Yasuo Tabei, et al. Stat-DSM: Statistically Discriminative Sub-Trajectory Mining With Multiple Testing Correction. IEEE Transactions on Knowledge and Data Engineering. 2022
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MISC (7)：
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Rory Bunker, Keisuke Fujii, Hiroyuki Hanada, Ichiro Takeuchi. Supervised sequential pattern mining of event sequences in sport to identify important patterns of play: An application to rugby union. PLOS ONE. 2021. abs/2010.15377
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Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada, Koji Tsuda, Ichiro Takeuchi. Fast and More Powerful Selective Inference for Sparse High-order Interaction Model. CoRR. 2021. abs/2106.04929
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Hiroki Kato, Hiroyuki Hanada, Ichiro Takeuchi. Learning sparse optimal rule fit by safe screening. CoRR. 2018. abs/1810.01683
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Hiroyuki Hanada, Toshiyuki Takada, Jun Sakuma, Ichiro Takeuchi. Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values. CoRR. 2018. abs/1803.00218
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Hiroyuki Hanada, Mineichi Kudo, Atsuyoshi Nakamura. On Practical Accuracy of Edit Distance Approximation Algorithms. CoRR. 2017. abs/1701.06134
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