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It does not use a single algorithm but rather a family of four, each designed for a certain application.
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All test cases for all techniques are obtained from the same model using a single algorithm.
The general form has the advantage that we can solve the various regularization problems in a unified framework using a single algorithm.
The goal of this study was to overcome three main shortcomings in using a single algorithm to determine a particular clustering of a phenomenon.
This paper presents a digital background calibration technique that measures and cancels offset, linear and nonlinear errors in each stage of a pipelined analog to digital converter (ADC) using a single algorithm.
We used a single algorithm to obtain spectral signatures.
Therefore, we have used a single algorithm, e.g. RNA22 [ 40] to predict miRNA targets.
Whether one uses a single algorithm or a combination of different ones has no effect on costs, as these population-based evaluations are done in an automated way, e.g. by entering the Inno-Lia dataset into a simple pre-formed Excel table.
We don't use a single fixed algorithm to analyze transactions either.
Zeyde et al. [8] use a single dictionary training algorithm to train the LR dictionary and then generate the HR dictionary by solving a least square problem.
The idea of system-level learning (see also [ 8]) is to represent all quantities available at the highest hierarchy level in a common way in order to use a single, scalable learning algorithm for detecting correlations.
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