論文

• 佐久間淳, 安藤 晋, 小林重信. 混合分布推定のためのコンポーネントワイズEM, 人工知能学会論文誌, Vol. 23, No. 3, pp. .163-175, Mar. 2008.
• 佐久間淳, 小林重信. カーネル密度推定器としての実数値交叉, 人工知能学会論文誌, Vol. 22, No. 5, pp. 520-530, 2007.
• 佐久間淳, 小林重信. 高次元k-tablet構造を考慮した実数値GA, 人工知能学会論文誌, Vol. 20, No. 1, pp. 28-37, 2004.
• 佐久間淳, 小林重信. 実数値GAにおけるサンプリングバイアスを考慮した外挿的交叉EDX, 人工知能学会論文誌, Vol. 17, No. 6, pp. 699-707, 2002.
• 佐久間淳, 小林重信. GAにおける外挿的交叉EDXとJSP への適用, 情報処理学会論文誌, Vol. 43, No. SIG10(TOM7), pp. 130-139, 2000.

国際会議発表 (査読有り)

• 佐久間淳, 小林重信. Large-scale k-means Clustering with User-Centric Privacy Preservation, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Proceedings of Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), June 2008.
• Jun Sakuma, SHIGENOBU KOBAYASHI. Privacy Preserving Combinatorial Optimization by Means of Genetic algorithm, Genetic and Evolutionary Computation Conference, Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1372 - 1379, July 2007.
• Jun Sakuma, Shigenobu Kobayashi. Real-coded crossover as a role of kernel density estimation, Genetic and Evolutionary Computation Conference, Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1417-1424, July 2005.
• Jun Sakuma, Shigenobu Kobayashi. Latent variable crossover for k-tablet structures and its application to lens design problems, Genetic and Evolutionary Computation Conference 2005, Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1347-1354, July 2005.
• Shin Ando, Jun Sakuma, SHIGENOBU KOBAYASHI. Adaptive Isolation Model using Data Clustering for Multimodal Function Optimization, Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1417-1424, July 2005.
• Jun Sakuma, SHIGENOBU KOBAYASHI. Non-Parametric Expectation-Maximization for Gaussian Mixtures, Proceedings of International Conference on Neural Information Processing, pp. 517-522, Nov. 2002.
• Jun Sakuma, SHIGENOBU KOBAYASHI. k-tablet Structures and Crossover on Latent Variables for Real-Coded GA, GECCO Late Breaking Papers 2002, pp. 404-411, July 2002.
• Jun Sakuma, SHIGENOBU KOBAYASHI. Extrapolation-Directed Crossover for Real-coded GA : Overcoming Deceptive Phenomena by Extrapolative Search, Congress on Evolutionary Computation, Proceedings of Congress on Evolutionary Computation, pp. 655-662, July 2001.
• Jun Sakuma, SHIGENOBU KOBAYASHI. Extrapolation-Directed Crossover for Job-shop Scheduling Problems : complementary combination with JOX, International Conference of Genetic Algorithms, Proceedings of International Conference of Genetic Algorithms, pp. 973-980, July 2000.

国際会議発表 (査読なし・不明)

• Michael E. Houle, Jun Sakuma. Fast Approximate Similarity Search in Extremely High-Dimensional Data Sets, International Conference on Data Engineering 2005, pp. 619-630, Apr. 2005.

学位論文

• 交叉オペレータによる高次元分布推定とその最適化・モデル推定への応用,  本文,  Doctor of Engineering,  Tokyo Institute of Technology,  2002/--/--, 

[ BibTeX 形式で保存 ]    [ 論文・著書をCSV形式で保存 ]    [ 特許をCSV形式で保存 ]