Ph.D. student (Supervisor: Associate Professor Hisashi Kashima),
- EMAIL: daisuke_kimura AT mist.i.u-tokyo.ac.jp
- Office: Room 526, Faculty of Engineering Building 14, Hongo campus, University of Tokyo, Tokyo 113-8656.
- Research Fellowship for Young Scientists (DC1), 2012/4-
- Machine learning with structured data such as sequences, trees, graphs
- Succinct Data Structure
Daisuke Kimura and Hisashi Kashima: Fast Computation of Subpath Kernel for Trees. In Proc. 29th International Conference on Machine Learning (ICML'12), pp. 393-400 Edinburgh, Scotland, June 2012. (to appear) [PDF][spotlight] [poster]
Daisuke Kimura, Tetsuji Kuboyama, Tetsuo Shibuya and Hisashi Kashima: A Subpath Kernel for Rooted Unordered Trees, Journal of Japanese Society of Artificial Intelligence, Vol.26, No.3, pp.473-482, 2011. [in Japanese] [PDF]
Daisuke Kimura, Tetsuji Kuboyama, Tetsuo Shibuya and Hisashi Kashima: A Subpath Kernel for Rooted Unordered Trees. In Proc. 15th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'11), pp 62-74, Shenzhen, May 2011. [slide]
Daisuke Kimura and Kumiko Tanaka-Ishii: A Study on Constants of Natural Language Texts. Journal of Natural Language Processing, Vol.18, No2, pp.119-138, 2011. [in Japanese] [PDF] (ANLP Best Paper Award)
Kernel Methods for Tree-structured Data, PhD Seminar, University of Leicester, Hosted by Prof. Rajeev Raman and Muhammad Muzammal, July 2, 2012.