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Book Chapter

Protein Classification via Kernel Matrix Completion

MPS-Authors
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Tsuda,  K
Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society;
Max Planck Institute for Biological Cybernetics, Max Planck Society;

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Citation

Kin, T., Kato, T., & Tsuda, K. (2004). Protein Classification via Kernel Matrix Completion. In B. Schölkopf, K. Tsuda, & J.-P. Vert (Eds.), Kernel Methods in Computational Biology (pp. 261-274). Cambridge, MA, USA: MIT Press.


Cite as: http://hdl.handle.net/11858/00-001M-0000-0013-F35B-2
Abstract
This chapter contains sections titled: Introduction, Kernel Matrix Completion, Information Geometry of Positive Definite Matrices, Approximating an Incomplete Kernel Matrix, Protein Structure Classification Experiment, Conclusion.