2015 - 2017 Mechanisms of carcinogenesis through deviation from normal development
2014 - 2017 ビッグデータ解析における最適保障スクリーニングの理論と応用
2014 - 2016 統計的機械学習と第一原理計算に基づくプロトン伝導体の効率的探索
2011 - 2014 機械学習による超高次元データの統計的マッチングとマイクロアレイ解析への応用
2011 - 2013 Novel super-rapid screening method to customize the cellular medium ingredients based-on cell morphology analysis
2009 - 2012 抗がん剤感受性に関わるゲノム異常の同定
2009 - 2011 Chemical biology reprogramming epigenetic aberration in malignant brain tumors
2007 - 2010 適応的分位点回帰分析によるネットワークトラフィックの確率的予測に関する研究
2004 - 2007 リスク細分型保険のためのロバスト回帰分析に関する研究
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Papers (114):
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
Noriaki Hashimoto, Kaho Ko, Tatsuya Yokota, Kei Kohno, Masato Nakaguro, Shigeo Nakamura, Ichiro Takeuchi, Hidekata Hontani. Subtype classification of malignant lymphoma using immunohistochemical staining pattern. International Journal of Computer Assisted Radiology and Surgery. 2022. 17. 7. 1379-1389
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
Shinya Suzumura, Kazuya Nakagawa, Yuta Umezu, Koji Tsuda, Ichiro Takeuchi. Selective Inference for High-order Interaction Features Selected in a Stepwise Manner. IPSJ Transactions on Bioinformatics. 2021. 14. 1-11
Duy N.L.V, Toda H, Sugiyama R, Takeuchi I. Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming. Proceedings of 34th Conference on Neural Information Processing Systems (NeurIPS2020). 2020