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Network based approaches have also been used to study drug-drug interactions.
Similar PCA based approaches have also been widely used to select a small set of PCA-correlated SNPs to correct population stratification [12] [14].
Other co-expression based approaches have also been successfully applied in other cancers such as breast cancer [ 7].
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Both approaches are based on artifice, but the second is also a pernicious falsehood.
Genetic algorithm, decision tree, and neural network based approaches had also been attempted to distinguish the drug-like compounds from the non drug-like compounds [ 17- 19].
Network-based approaches have also been employed to predict or prioritize new candidate disease genes based upon network linkages with known disease genes [ 1- 3, 12, 23].
Decision theoretic-based approaches have also been applied.
Knowledge-based approaches have also been advanced to configure the optimal governance structure of activities.
Besides, threshold-based approaches have also been used in [19,20] to apply sleep mode to PBSs.
AI-based approaches have also highlighted the extent to which the generation of new knowledge draws on existing knowledge that constrains the development of new hypotheses.
Note that the Kalman filter-based approaches have also been generalized for the efficient identification of multiple-input/multiple-output systems [43].
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Justyna Jupowicz-Kozak
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