論文

• 石畠正和, 亀谷由隆, 佐藤泰介, 湊 真一. BDD上の命題化計算に基づくEMアルゴリズム, 人工知能学会論文誌, 社団法人 人工知能学会, Vol. 25, No. 3, Feb. 2012.
• 亀谷由隆 森高志 佐藤泰介. WFST に基づく確率文脈自由文法およびその拡張文法の高速EM学習法, 自然言語処理, Vol. 8, No. 1, pp. 49-84, 2001.
• Yoshitaka Kameya Taisuke Sato. Efficient EM learning with tabulation for parameterized logic programs, Proceedings of the 1st International Conference on Computational Logic (CL2000), pp. 269-294, 2000.
• Yoshitaka Kameya Nobuhisa Ueda Taisukek Sato. A graphical method for parameter learning of symbolic-statistical models, Proceedings of the 2nd International Conference on Discovery Science (DS99), pp. 264-276, 1999.
• Yoshitaka Kameya Taisuke Sato. Abstracting human's decision process by PRISM, Proceedings of the 1st International Conference on Discovery Science (DS98), pp. 389-390, 1998.
• 亀谷由隆 佐藤泰介. 記号的統計モデル言語PRISM, 電子情報通信学会技術研究報告, Vol. 97, No. 373, pp. 71-78, 1997.

国際会議発表 (査読有り)

• Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato, Shin-ichi Minato. Parameter learning for Bayesian networks on Shared Binary Decision Diagrams, The st International Workshop on Advanced Methodologies for Bayesian Networks, Nov. 2010.
• Masakazu ishihata, yoshitaka kameya, taisuke sato, Shin-ichi Minato. An EM Algorithm on BDDs with Order Encoding for Logic-based Probabilistic Models, The 2nd Asian Conference on Machine Learning, JMLR: Workshop and Conference Proceedings, Vol. 13, Page 161-176, Nov. 2010.
• Inoue, K., Sato, T., Ishihata, M., Kameya, Y., Nabeshima, H.. Evaluating abductive hypotheses using an EM algorithm on BDDs, The 21st International Joint Conference on Artificial Intelligence (IJCAI-2009), pp. 810–815, July 2009.
• Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato, Shin-ichi Minato. Propositionalizing the EM algorithm by BDDs, The 18th International Conference on Inductive Logic Programming, The 18th International Conference on Inductive Logic Programming: Late Breaking Papers, Sept. 2008.
• Yoshitaka Kameya. Yet more efficient EM learning for parameterized logic programs by inter-goal sharing, The 16th European Conference on Artificial Intelligence, Proceedings of the 16th European Conference on Artificial Intelligence (ECAI-2004), pp. 490-494, Aug. 2004.

国内会議発表 (査読なし・不明)

• 石畠正和, 亀谷由隆, 佐藤泰介, 湊 真一. 命題論理に基づく確率モデルのための二部決定グラフと順序符号化を用いた効率的なEMアルゴリズム, 電子情報通信学会技術研究報告. IBISML, 情報論的学習理論と機械学習, 社団法人電子情報通信学会, Vol. 110, No. 76, May 2010.
• 石畠正和, 亀谷由隆, 佐藤泰介, 湊真一. BDD上の命題化確率計算に基づくEMアルゴリズム, 人工知能学会第70回人工知能基本問題研究会, SIG-FPAI-A801, Page 15-22, Mar. 2008.

学位論文

• 記号的統計知識の表現と学習に関する研究,  本文,  Doctor of Engineering,  Tokyo Institute of Technology,  2000/--/--, 

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