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The lightweight IDS has been developed using a wrapper-based feature selection algorithm that maximizes the specificity and sensitivity of the IDS as well as by employing a neural ensemble decision tree iterative procedure to evolve optimal features.
The algorithm employs parametrization by high order polynomials and a linearization of the weak formulation of the Laplace Beltrami operator to arrive at an iterative procedure to evolve from a given initial surface to the final minimal surface.
A procedure to evolve from this type of optimal networks to new ones showing a maximum for the ratio β = QE/A for each given size of the exchange area, is also outlined.
The lightweight IDS has been developed by using a wrapper based feature selection algorithm that maximizes the specificity and sensitivity of the IDS as well as by employing a neural ensemble decision tree iterative procedure to evolve optimal features.
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This is expected to become more significant as performance based-design procedures continue to evolve and gain acceptance in the design community.
This suggestive, if highly formal procedure led Leibniz to evolve rules for calculating with differentials, which was achieved by appropriate modification of the rules of calculation for ordinary numbers.
Despite the increase in ANSF and ISAF capabilities to counter insurgent attacks, the insurgents' tactics, techniques, and procedures (TTPs) continue to evolve in sophistication.
Imaging technology and both present and future focal therapy procedures therefore need to evolve in tandem to assure focal tumour ablation.
Unfortunately, regulation of these procedures has been slow to evolve.
Although routine in the management of breast cancer and melanoma, the use of SLNB procedures for HNSCC continues to evolve.
Genuine public goods pose severe problems for the national budget; it is very difficult to decide how far particular goods the arts, national parks, even defense should be supplied, and therefore no formal procedure of determination is likely to evolve.
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