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Ideally, a random vibration and reliability based approach should be implemented because of the random nature of the excitation process.
It is good to know that in reliability analysis, individual based approach should be considered instead of global average which Pearson's correlation r cannot do.
Three different relation extraction approaches are compared, showing that the tri-occurrence based approach should be the first reliable choice among all others.
Given these strengths, a query based approach should be considered for the initial phase of candidate gene analysis, which will then maximize the value of subsequent association testing.
If and when the presence of multimodal objective function is confirmed from multistart local optimizations (typically involving 25-50 initial guesses), a hybrid stochastic-local optimization method such as the scatter search based approach should be used.
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This has two implications: first, merging criteria for internal segment size based approaches should be more relaxed and, second, the consensus call should indicate the most accurate breakpoint predictions available.
Statistical hypothesis test based approaches should be employed whenever deciding between two hypotheses where usually the null hypothesis represents the PBLSTL logic property ϕ, respectively the alternative hypothesis ¬ ϕ.
Science and risk-based approach should be used to drive better decision making for current product development process.
New approaches to teaching science in the twenty-first century, such as argument-based inquiry, STEM education, context-based learning and the model-based approach, should be addressed in science teacher education programmes.
As a result, when a component-based approach identifies a critical endpoint of concern that was not addressed in the whole mixture toxicity study, a component-based approach should be used.
Moreover, the need for the construction of data-driven models which use a small number of input parameters, suggested that a generalized, ensemble-based approach should be employed for the AQ modeling in both areas of interest, these being the novelty points of the research results at hand.
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