Table 2.
The list of symbols and notations used in this paper
Symbol | Description |
---|---|
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Drug response matrix (main input), ![]() |
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Predicted drug response value (output), (It might be real value or binary value, depends on the problem.) |
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General notation for similarity matrix |
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Cell line similarity matrix, ![]() |
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Drug similarity matrix, ![]() |
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Target similarity matrix, ![]() |
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Low-rank representation of cell lines, ![]() |
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Low-rank representation of drugs, ![]() |
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Feature matrix, ![]() |
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Low-rank representation of feature matrix, ![]() |
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Projection matrix for dimensionality reduction |
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Bias term matrix for drugs and cell lines |
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General notation for a kernel matrix |
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Cell line kernel matrix, ![]() |
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Drug kernel matrix, ![]() |
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Kernel weights; ![]() ![]() |
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Drug target interaction matrix, ![]() |