Sentence examples for data-driven considerations from inspiring English sources
Definitions of long delays were based on programme-relevant as well as data-driven considerations.
The SEM involves testing a theoretically derived model; any changes to the theoretical model based on data-driven considerations may result in a model incorporating concepts that do not match well with the originally intended model [ 10].
In this paper, the important evidence dependency problem is solved by a data-driven Bayesian approach with consideration of evidence transition probability.
Based on the above considerations, this paper focuses on data-driven internal validation measures, particularly on those designed for and tested on microarray data.
The methods and considerations provide useful experience for deriving data-driven models for industrial processes.
By systematically integrating considerations associated with local embedded processing, classifier configuration, data-driven adaptation and networked com- munication, our approach allows for effective assessment, prototyping, and implementation of alternative distributed design methods for data-driven, adaptive stream mining systems.
It is with these considerations in mind that we present the idea that data-driven motion control strategies may have the requisite qualities to surmount this hurdle and drive this area of technology forward.
A data-driven method is introduced to establish a stochastic energy consumption prediction model with consideration of realistic uncertainties.
Functional connectivity is data-driven and assesses statistical dependencies between fMRI signals from different brain regions without consideration of the underlying neuronal activity.
A multidisciplinary approach to creating data-driven reports was of particular value in this case, and may be worthy of consideration elsewhere.
In such situation it is preferred to implement a simple "black box" (data-driven, or machine learning) model to identify a direct mapping between the inputs and outputs without detailed consideration of the internal structure of the physical process.
