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Functional knowledge transfer for high-accuracy prediction of under-studied biological processes (2013)

by C Y Park
Venue:PLoS Comput. Biol
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unknown title

by Christopher Y. Park, Arjun Krishnan, Qian Zhu, Aaron K. Wong, Young-suk Lee, Olga G. Troyanskaya
"... Data and text mining Tissue-aware data integration approach for the inference of pathway interactions in metazoan organisms ..."
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Data and text mining Tissue-aware data integration approach for the inference of pathway interactions in metazoan organisms

for integration, visualization and prediction of protein

by Aaron K. Wong, Arjun Krishnan, Victoria Yao, Alicja Tadych , 2015
"... functions and networks ..."
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functions and networks
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... experimentally validated gene function) limits the coverage and accuracy of computational methods that require prior knowledge to learn novel biology, even when largescale genomic data are available =-=(2)-=-. Thus, these methods are limited to performing well on processes and pathways that are already well characterized in an organism. IMP (IntegratedMulti-species Prediction) was originally developed to ...

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