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| Research on
mathematical models to elucidate the meaning of biological
information and biological mechanisms. Pioneering the
application of theoretical work such as stochastic models,
kernel methods and searching algorithms, and of analyses
of sequence information and metabolic/ signal transfer
networks. |
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| Kernel matrix completion method via an em algorithm |
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Team Leader : Kiyoshi Asai |
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Name |
Keywords |
Reference |
Yutaka Ueno
Senior Research Scientist (A concurrent position)
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molecular graphics, programming language, single particle analysis, molecular imaging, structural biology |
Details |
Koji Tsuda
Research Scientist
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Machine learning, Kernel methods, Protein networks, Structured data |
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Taishin Kin
Research Scientist
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RNA, secondary structure, SCFG, stochastic context-free, grammar, kernel methods, SVM, support vector machine, marginalized kernel |
A Novel Method for RNA Sequence Data Analysis |
Hisanori Kiryu
AIST Research Staff
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ncRNA, sequence alignment, RNA secondary structure, promoter analysis |
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Michiko Yamana
AIST Research Staff
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