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These machine learning methods can act as universal approximators of complex functions [ 15] because they are capable of capturing nonlinear relationships between predictors and responses and can adaptively learn complex functional forms, through a series of transformations (i.e., activation functions) driven by parameters.
But Oliver warned that further declines in biodiversity across all five functions driven by intensive farming and urbanisation could lead to "potentially catastrophic and irreversible impacts on human wellbeing".
Importantly, we present a proof-of-concept experiment to synthesize polySBAA nanogels, which show a switchable property between antifouling and pH-responsive functions driven by acid base conditions, while still maintaining high stability in undiluted fetal bovine serum and minimal toxicity to cultured cells.
Thus, miRNAs can perform cellular-context-dependent functions driven by different cohorts of downstream effectors.
The CBM calculations are performed by SurreyFBA functions driven by the new code implementing PN data structure and QSSPN algorithm.
These transcription factors may participate in functions driven by cell cycles, or may regulate cell cycle directly or indirectly.
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But format has shifted function, driven by business intention and startup acceleration.
Identification of the RBPT modules is done using the function driven object oriented (FUDOO) methodology.
To improve the efficiency of knowledge search, an approach of function driven knowledge search (FDKS) is proposed.
Based on the concept of function driven, connected artificial neural networks and active server pages techniques, a novel method of knowledge search over the Internet is achieved.
When the acoustic models are estimated by using the logarithmically scaled features such as cepstral coefficients, the transformation function driven by the acoustic mismatch defined in (8) is known to be the form of a nonlinear function.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com