国内会議発表 (査読有り)

• 高木 潤, 杉山 将, 木村 昭悟, 八谷 大岳, 大石 康智, 山田 誠.. 簡易半教師付確率的分類器を用いた自動メディアアノテーション, 画像の認識・理解シンポジウム2012 (MIRU2012), 画像の認識・理解シンポジウム2012 (MIRU2012)論文集, Aug. 2012.

国際会議発表 (査読なし・不明)

• Yamada, M., Niu, G., Takagi, J., Sugiyama, M.. Computationally efficient sufficient dimension reduction via squared-loss mutual information., the Third Asian Conference on Machine Learning (ACML2011), JMLR Workshop and Conference Proceedings, the Third Asian Conference on Machine Learning (ACML2011), JMLR Workshop and Conference Proceedings, vol. 20, pp. 247-262, Feb. 2012.
• Takagi, J., Ohishi, Y., Kimura, A., Sugiyama, M., Yamada, M., Kameoka, H.. Automatic audio tag classification via semi-supervised canonical density estimation., 28th International Conference on Machine Learning (ICML2011, 28th International Conference on Machine Learning (ICML2011), Bellevue, Washington, USA, pp. 497-504, July 2011.

国内会議発表 (査読なし・不明)

• Takagi, J., Sugiyama, M., Kimura, A., Hachiya, H., Ohishi, Y., & Yamada, M.. Automatic media annotation with simple semi-supervised probabilitic classifiers, Meeting on Image Recognition and Understanding 2012, Aug. 2012.
• Yamada, M., Niu, G., Takagi, J., Sugiyama, M.. Sufficient component analysis for supervised dimension reduction., The 5th International Workshop on Data-Mining and Statistical Science (DMSS2011),, Feb. 2012.
• 高木 潤, 大石 康智, 木村 昭悟, 杉山 将, 亀岡 弘和.. 半教師付き正準密度推定法に基づく音響信号の自動タグ付けと検索., 第13回情報論的学習理論ワ－クショップ (IBIS2010),, Feb. 2012.
• Takagi, J., Ohishi, Y., Kimura, A., Sugiyama, M., Yamada, M., Kameoka, H.. Automatic audio tagging and retrieval based on semi-supervised canonical density estimation., IEICE, IEICE Technical Report, PRMU2010-126, pp. 1-6, Dec. 2010.
• Takagi, J., Ohishi, Y., Kimura, A., Sugiyama, M., Kameoka, H.. Automatic audio tagging and retrieval based on semi-supervised canonical density estimation., 2010 Workshop on Information-Based Induction Sciences (IBIS2010, Nov. 2010.

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