Sentence examples for taking as basis from inspiring English sources

Our contribution is twofold: (i) taking as basis the tree-based algorithm LRT described in [1], we design weaker tree-based models which can be learnt more efficiently; and (ii) we show that bagging these weak learners improves not only the LRT algorithm, but also the state-of-the-art one (IBLR [1]).

The experimental data obtained in this period was taken as basis but not used directly for the training of the ANNs.

A second degree polynomial and a set of sinusoidal functions are taken as basis functions to represent form and waviness respectively.

The mechanical behaviours of individual monolithic composite materials were combined and taken as basis for the design of the layered structures.

Optimization results demonstrate the efficiency of the proposed algorithm that outperforms the PSO variants taken as basis of comparison and is very competitive with other state-of-the-art metaheuristic optimization methods.

A simple ultimate strength formulation for ring-stiffened cylinders taking into account the interaction between local and global failure modes and an ultimate strength formula for hemispherical shells which have better accuracy and reliability than current design codes are taken as basis for reliability analysis.

The following disciplines were taken as basis: "Design of timber industry enterprises", "Forest harvesting operations technology", "Technology of reforestation works", "Forest care", and for each of them, examples of organization of interactive methods of teaching the students in the direction of applied bachelor's degree "Technology of forest harvesting and timber-processing production".

Kant's following "proof" of this proposition begins (4, 541; 81): "From general metaphysics we take as basis the proposition that in all changes of nature no substance either arises or perishes, and here it is only shown what substance shall be in matter".

The fact that the immune responses induced against CS in some models has little bearing on the acquisition of sterile immunity conferred by immunization with IrrSpz, should not be taken as basis to rule out inclusion of the CS alone or in combination with other antigens in vaccine formulation.

The outcome of the discussion was taken as basis of a following consensus step for which the well-established Delphi procedure was employed.

IK, BS, GH, PJ and RM were involved in the pilot studies that are taken as basis for this study protocol.