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 氏名・所属
 経歴
 研究分野
 研究室の特徴
 論文
  • Komori, O. and Eguchi, S. (2010). A Boosting Method for Maximizing the Partial Area under the ROC Curve. BMC Bioinformatics 11, 314. online
  • Komori, O. (2011). A Boosting Method for Maximization of the Area under the ROC Curve. Annals of the Institute of Statistical Mathematics 63, 961-979.
  • Komori, O. and Eguchi, S. (2011).Boosting learning algorithm for pattern recognition and beyond. IEICE Transactions on Information and Systems E94-D,1863-1869.
  • Eguchi, S., Komori, O. and Kato, S. (2011). Projective power entropy and maximum Tsallis entropy distributions. Entropy 13, 1746-1764 online.
  • Takenouchi, T., Komori, O. and Eguchi, S. (2012).An extension of the Receiver Operating Characteristic curve and AUC-optimal classification. Neural Computation 24, 2789-2824.
  • Chen, P., Hung, H., Komori, O., Huang, S., Eguchi, S. (2013). Robust Independent Component Analysis via Minimum γ-Divergence Estimation. Selected Topics in Signal Processing, IEEE Journal 7, 614-624.
  • Komori, O., Pritchard, M., Eguchi, S. (2013). Multiple suboptimal solutions for prediction rules in gene expression data. Computational and Mathematical Methods in Medicine 2013, 14.
  • Notsu, A., Komori, O., Eguchi, S. (2014). Spontaneous Clustering via Minimum Gamma-divergence. Neural Computation 26, 421-448.
  • Kanao, K., Komori, O., Nakashima, J., Ohigashi, T., Kikuchi, E., Miyajima, A., Nakagawa, K., Eguchi, S. and Oya, M. (2014). Individualized prostate-specific antigen threshold values to avoid overdiagnosis of prostate cancer and reduce unnecessary biopsy in elderly men. Japanese Journal of Clinical Oncology 44, 852-859.
  • Eguchi, S., Komori, O. and Ohara, A. (2014). Duality of maximum entropy and minimum divergence. Entropy 16, 3552-3572
  • Komori, O., Eguchi, S. and Copas, J. B. (2015). Generalized t-statistics for two-group classification. Biometrics 71, 404-416.
  • Takenouchi, T, Komori, O. and Eguchi, S (2015). Binary classification with a pseudo exponential model and its application for multi-task learning. Entropy 17, 5673-5694
  • Komori, O., Eguchi, S., Ikeda, S., Okamura, H., Ichinokawa, M. and Nakayama, S. (2015). An asymmetric logistic regression model for ecological data. Methods in Ecology and Evolution 7, 249-260
  • Hamada, R., Nakashima, M., Ohori, Y., Komori, O., Yoshioka, K. and Tachibana, M. (2015). Preoperative predictive factors and further risk stratification of biochemical recurrence in clinically localized high-risk prostate cancer. International Journal of Clinical Oncology 21, 595-600
  • Tsujimoto, M., Komori, O. and Imura, S. (2016). Effect of lifespan and age on reproductive performance of the tardigrade Acutuncus antarcticus: minimal reproductive senescence Hydrobiologia 772, 93-102
  • Okuma, H., Koizumi, F., Hirakawa, A., Nakatochi, M., Komori, O., Hashimoto, J., Kodaira, M., Yunokawa, M., Yamamoto, H.,Yonemori, K., Shimizu, C., Fujiwara, Y. and Tamura, K. (2016). Clinical and microarray analysis of breast cancers of all subtypes from two prospective preoperative chemotherapy studies British Journal of Cancer 115, 411-419
  • Omae, K., Komori, O. and Eguchi, S. (2016). Reproducible detection of disease-associated markers from gene expression data. BMC Medical Genomics 9, 53
  • Omae, K., Komori, O. and Eguchi, S. (2017). Quasi-linear score for capturing heterogeneous structure in biomarkers. BMC Bioinformatics 18, 308
  • Komori, O., Eguchi, S., Saigusa, Y., Okamura, S. and Ichinokawa, M. (2017). Robust bias correction model for estimation of global trend in marine populations. Ecosphere (accepted)
 総説・会議録
  • Robust hierarchical clustering for gene expression data analysis (2009). Md. Nurul Haque Mollah, Mari Pritchard, Osamu Komori and Shinto Eguchi. Communications of SIWN 6, 118-122.
  • ゲノム・プロテオミクスデータを用いた予測解析: 機械学習による新しい統計的手法(2011). 小森理・江口真透.計量生物学 32, 49-73.
 受賞
 発表
 海外研修
 写真

鹿児島・開聞岳(2007.8)

カナダ・アルバータ(2008.6)

台湾・Sinica(2009.4)

東京・広尾(2009.4)

台湾・台南(2009.4)

アメリカ・シカゴ(2009.4)

韓国・ソウル(2009.6)

東京・広尾(2009.9)

台湾・宜蘭(2010.4)

山梨・湯ノ沢峠(2010.7)

東京・小金井(2010.11)

ブラジル・フロリアノポリス(2010.12)

東京・立川(2011.2)

東京・立川(2011.3)

東京・立川(2011.5)

東京・立川(2011.7)

東京・立川(2011.7)

イギリス・コベントリー(2011.8)

東京・皇居(2011.10)

台湾・台北(2011.12)

東京・立川(2012.3)

東京・立川(2012.4)

神奈川・鎌倉(2012.8)

台湾・台北(2012.10)

バングラデシュ・ボグラ(2012.12)

東京・立川(2013.3)

東京・立川(2015.3)

東京・品川(2016.1)

福井・福井(2017.4)