Contrast variables were created to include the categorical variables of assay, matrix pH, and complexity in the multiple regression model for each cytokine.
"An increase in environmental complexity and uncertainty drives the need for the matrix and its complexity.
In the academic literature, the key assumption is that the matrix, as a complex organizational form, is a response to an ever more complex business environment: "An increase in environmental complexity and uncertainty drives the need for the matrix and its complexity.
After the maximum tree value had been obtained, the pruning process began in order to obtain optimum tree set, using the cost-complexity setting method, providing the balance between probability of misclassification calculation from risk matrix and tree complexity.
For natural images, block compressive sensing (BCS) has been designed to reduce the size of sensing matrix and the complexity of sampling and reconstruction.
Theoretical analysis shows that the proposed algorithm provides a potential solution to suppress the co-channel interference with low complexity and reduce the computation complexity without adding extra interference suppression matrices and computation complexity at receivers.
That is, the reward distribution gives good indication regarding the number of packets XORed in a coded packet, and a good indication regarding the sparseness of the matrix, and accordingly the complexity of finding the cliques.
The general factors that impact on the cost of a purification process are the scale at which a process can be performed, the cost of the purification matrix, and the number and complexity of the chromatographic steps employed.
For a mask of size the number of multiplications in calculating the covariance matrix of size is and complexity of eigen-decomposition is generally For an image frame with m pixels, the total computational complexity is It can be reduced to if using iterative PCA (IPCA) as discussed in [17], where is a small integer.
We propose a new structured compressive sensing scheme, based on codes of graphs, that allows for a joint design of structured sensing matrices and logarithmic-complexity reconstruction algorithms.
