津田宏治 (Koji Tsuda) - マイポータル

基本情報

所属: 独立行政法人産業技術総合研究所生命情報工学研究センター

J-GLOBAL ID: 200901013564496343
researchmap会員ID: 5000087028

外部リンク: http://www.aist.go.jp/RESEARCHERDB/cgi-bin/worker_detail.cgi?call=namae&rw_id=K74805604

MISC

SCARNA: fast and accurate structural alignment of RNA sequences by matching fixed-length stem fragments

Yasuo Tabei, Koji Tsuda, Taishin Kin, Kiyoshi Asai

BIOINFORMATICS 22(14) 1723-1729 2006年7月
Fast protein classification with multiple networks

K Tsuda, HJ Shin, B Scholkopf

BIOINFORMATICS 21(suppl 2) 59-65 2005年9月
Matrix exponentiated gradient updates for on-line learning and Bregman projection

K Tsuda, G Ratsch, MK Warmuth

JOURNAL OF MACHINE LEARNING RESEARCH 6 995-1018 2005年6月
Image reconstruction by linear programming

K Tsuda, G Ratsch

IEEE TRANSACTIONS ON IMAGE PROCESSING 14(6) 737-744 2005年6月
Selective integration of multiple biological data for supervised network inference

T Kato, K Tsuda, K Asai

BIOINFORMATICS 21(10) 2488-2495 2005年5月
Propagating Distributions on a Hypergraph by Dual Information Regularization

22nd International Conference on Machine Learning 921-928 2005年
Biological network inference via kernel matrix completion

The institute of electronics, information and communication engineers (IEICE) Technical Report 2005年
Learning kernels from biological networks by maximizing entropy

Koji Tsuda, William Stafford Noble

BIOINFORMATICS 20(Suppl.1) 326-333 2004年8月
Minimizing the cross validation error to mix kernel matrices of heterogeneous biological data

K Tsuda, S Uda, T Kin, K Asai

NEURAL PROCESSING LETTERS 19(1) 63-72 2004年2月
Learning to Find Graph Pre-Images

DAGM'04: 26th Pattern Recognition Symposium 253-261 2004年
Matrix Exponential Updates for On-line Learning and Bregman Projection

Advances in Neural Information Proecssing Systems 17 1425-1432 2004年
The em algorithm for kernel matrix completion with auxiliary data

Koji Tsuda, Shotaro Akaho, Kiyoshi Asai

Journal of Machine Learning Research 4(1) 67-81 2004年1月1日
Asymptotic properties of the Fisher kernel

K Tsuda, S Akaho, M Kawanabe, KR Muller

NEURAL COMPUTATION 16(1) 115-137 2004年1月
Image Reconstruction by Linear Programming

Advances in Neural Information Processing Systems 16 57-64 2004年
Marginalized Kernels Between Labeled Graphs

PROCEEDINGS OF 20TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING 321-328 2003年
Clustering with the Fisher Score

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 15 729-736 2003年
A new discriminative kernel from probabilistic models

K Tsuda, M Kawanabe, G Ratsch, S Sonnenburg, KR Muller

NEURAL COMPUTATION 14(10) 2397-2414 2002年10月
Marginalized Kernels for RNA Sequence Data Analysis

Kin Taishin, Tsuda Koji, Asai Kiyoshi

GENOME INFORMATICS 13 112-122 2002年
The Leave-one-out Kernel

PROC ICANN02 (LNCS2415) 727-732 2002年
A New Discriminative Kernel From Probabilistic Models

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 14 977-984 2002年

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