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However, other reports suggested that CD44, CD166 could be more robust identifiers than CD133 [ 16, 27].
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Biometrics can also facilitate inclusion for marginalised groups; a robust identifier can replace the need for extensive documentation (which the poor often lack) in many cases.
Furthermore, concepts of negative correlation topology design and hierarchical pair competition based parallel training are extracted from literature to form a diverse and robust ensemble identifier.
It is regarded as one of the most robust and efficient outlier identifiers [ 36, 37].
The output of the ACFNN controller is the sum of the FNN identifier, the robust controller, and an auxiliary function.
A novel actor critic identifier (ACI) is proposed to approximate the Hamilton Jacobi Bellman equation using three neural network (NN) structures actor and critic NNs approximate the optimal control and the optimal value function, respectively, and a robust dynamic neural network identifier asymptotically approximates the uncertain system dynamics.
The controller consists of an FNN identifier and a robust controller.
A guaranteed transient performance and final tracking accuracy is achieved by incorporating the well-developed adaptive robust controller with effective parameter identifier.
For the vehicle with possibly modeling uncertainty, we combine a neural controller containing a wavelet neural network (WNN) identifier with a robust control to construct a robust adaptive WNN control for the vehicle to track the desired environmental contour line.
Interpretation of these data was facilitated by representing the SAGE data by gene identifier, allowing more robust statistical analysis, cross-platform comparisons and the identification of genes sharing common expression profiles.
We therefore also controlled for clustered sampling within household using unique household identifiers that produced Huber/White/sandwich robust variance estimators that allowed for within-household dependence [38].
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