This employs an implementation of global workspace theories.
We employed an alternative implementation of Random Forests that eliminates the bias in variable selection where potential predictor variables vary in their scale of measurements and their number of categories (Strobl et al., 2007).
In the case of the SVM classifier applied to our Illumina data set, the BL probability is a posterior class probability obtained from libSVM, employing an improved implementation of Platt's posterior probability function for binary classification [ 44].
Since building the Jacobian matrix for problems of interest can be challenging, we employ a Jacobian free implementation of Newton's method, where the action of the Jacobian matrix on a vector is approximated by a first order Taylor series expansion.
To eliminate this bottleneck, we employ a new implementation of the computationally much less demanding algorithmic significance test [ 16], which has recently been applied in the context of Hidden Markov Models [ 17- 19], but is also applicable as a general method for pattern discovery [ 20, 21].
As a result, this study employed the implementation of CFD simulations in the design of a 150 kW tangential swirl burner and considered the consequences of 50 LPM diffusive air injection at different positions on three-dimensional isothermal flow field characterizations, especially the turbulence, downstream the burner nozzle.
First, we describe how we employ distributed object technology to move towards an implementation of our InfoBus vision.
This section evaluates the performance gains resulting from an implementation of Bloomfwd that employs an asynchronous strategy to fill and process two IP address buffers concurrently (double buffering) using the CPU and the Intel Xeon Phi 7120P cooperatively.
In addition, the paper describes the software components for realizing the design and how an implementation of the SSI was employed as part of an e-Participation initiative in Europe.
Special homotopy structures which ensure the monotonicity of path length with respect to the homotopy parameter are employed for implementation of fast solution searching.
