石黒 勝彦, Ph. D. - home

Last Updated: April 27, 2012 by Katsuhiko Ishiguro.

所属

2006年4月より、 NTTコミュニケーション科学基礎研究所 研究員。

研究の興味、分野

統計的機械学習、ノンパラメトリックベイズモデル
データマイニング
時系列解析
コンピュータビジョン

代表的な論文

K. Ishiguro, N. Ueda and H. Sawada,
Subset Infinite Relational Models,
Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS2012), pp. 547-555, 2012.
K. Ishiguro, T. Yamada, S. Araki, T. Nakatani and H. Sawada,
Probabilistic Speaker Diarization with Bag-of-words Representations of Speaker Angle Information,
IEEE Transactions on Audio, Speech and Language Processing, Vol. 20, No. 2, pp. 447-460, 2012.
K. Ishiguro, T. Iwata, N. Ueda and J.Tenenbaum,
Dynamic Infinite Relational Model for Time-varying Relational Data Analysis,
Advances in Nueral Information Processing Systems 23 (Proceedings of NIPS2010), 2010.
K. Ishiguro, T. Yamada and N. Ueda,
Simultaneous Clustering and Tracking Unknown Number of Objects,
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '08), pp. 1-8, 2008.
K. Ishiguro, N. Otsu, M. Lungarella and Y. Kuniyoshi,
Detecting Direction of Causal Interactions Between Dynamically Coupled Signals,
Physical Review E, Vol. 77, No. 2, 026216, 2008.

E-mail

ishiguro 'どっと' katsuhiko 'あっと' lab 'どっと' ntt 'どっと' co 'どっと' jp

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