論文

• Yoshikazu Washizawa, Tatsuya Yokota, Yukihiko Yamashit. Multiple kernel learning for quadratically constrained MAP classification, IEICE Trans. on Information and Systems (letter), E79-D, E79-D, 1340--1344, May 2014.
• Tatsuya Yokota, YUKIHIKO YAMASHITA. A Quadratically Constrained Maximum A Posteriori Classifier Using the Mixture of Gaussians Models as a Weight Function, IEEE Transactions on Neural Networks and Learning Systems, IEEE press, vol. 24, issue 7, pp. 1127-1140, July 2013.
• Yokota, T., Sugiyama, M., Ogawa, H., Kitagawa, K., Suzuki, K.. The interpolated local model fitting method for accurate and fast single-shot surface profiling., Applied Optics, vol. 48, no. 18, pp. 3497-3508, 2009.

国際会議発表 (査読有り)

• Tatsuya Yokota, Toru Wakahara, Yukihiko Yamashita. Heteroscedastic Gaussian based Correction term for Fisher Discriminant Analysis and Its Kernel Extension, International Joint Conference on Neural Networks (IJCNN) 2013, Proceedings of IJCNN 2013, IEEE press, pp. 662-669, Aug. 2013.
• Tatsuya Yokota, Andrzej Cichocki, YUKIHIKO YAMASHITA. Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis, ICONIP 2012, LNCS, Springer-Verlag Berlin Heidelberg, Vol. 7665, pp. 84-91, Nov. 2012.
• K. Taniguchi-Hiyoshi, M. Kawasaki, T. Yokota, H. Bakardjian, H. Fukuyama, F. Vialatte, A. Cichocki. EEG Beta Range Dynamics and Emotional Judgments of Face and Voices, International Joint Conference on Computational Intelligence (IJCCI) 2012, Proceedings of the IJCCI 2012, SciTePress, pp. 738-740, Oct. 2012.
• Tatsuya Yokota, Yukihiko Yamashita. Support Vector Machine with Weighted Regularization, International Conference on Neural Information Processing, Lecture Notes in Computer Science, vol. 7063, pp. 471--480, Nov. 2011.
• Tatsuya Yokota, Yukihiko Yamashita. Quadratically Constrained Maximum A Posteriori Estimation for Binary Classifier, Machine Learning and Data Mining in Pattern Recongnition, LNCS, Vol. 6871, pp. 1--15, Aug. 2011.
• Yokota, T., Sugiyama. M., Ogawa, H., Kitagawa, K., Suzuki, K.. Error analysis of local model fitting method in single-shot surface profiling., 2009 Spring Meeting, In Proceedings of the Japan Society for Precision Engineering,, no. C02, pp. 167-168, Mar. 2009.

国内会議発表 (査読なし・不明)

• 鷲沢嘉一, 横田達也, 山下幸彦. 多カーネルを用いた二次制約MAPによるパラメータレスの識別器の実現, Signal processing symposium, In Proceedings of 28th Signal processing symposium, pp. 143--148, Nov. 2013.
• 横田達也, アンジェイチホツキ, 山下幸彦. 運動想起型BCIのための被験者間共通空間パターンフィルタ, IBIS2013, 信学技報, vol. 113, no. 286, pp. 85-90, Nov. 2013.
• 横田達也, 若原徹, 坂野鋭, 山下幸彦. 正規分布に基づくFisher判別分析の補正項, PRMU2012, 信学技報, vol. 112, no. 495, PRMU2012-185, pp. 31-36, Mar. 2013.
• 横田達也, 山下幸彦. 2クラス識別のためのMAP推定に基づく二次制約評価基準, 信学技報, vol. 110, no. 265, pp. 187--194, Nov. 2010.

学位論文

• Feature Extraction and Classification Methods for Multi-way Data Analysis,  Thesis,  Doctor (Engineering),  Tokyo Institute of Technology,  2014/03/26,   
• Feature Extraction and Classification Methods for Multi-way Data Analysis,  Exam Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2014/03/26,   
• Feature Extraction and Classification Methods for Multi-way Data Analysis,  Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2014/03/26,   

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