Traditional time series forecasting can be performed using several classes of regression models, as reviewed in De Gooijer and Hyndman (2006), while the two major classes are stochastic and machine learning.
The segmentation can be performed using several different methods, e.g. delineating the volume of interest (VOI) on a CT image and transfer it to the SPECT or PET, threshold-based VOIs or by background-adapted threshold-based VOIs.
The discrete approach of the wavelet transform, named discrete wavelet transform (DWT), can be performed using several different approaches, probably the most popular ones for image pansharpening being Mallat's [42, 46, 92, 93] and the "a' trous" [13, 94, 95] algorithms.
"Second best" is if, using predefined categories (e.g. breed codes), the merge may be performed using several identifiers.
For example, Step 6 can be performed using several existing strain design algorithm, such as OptKnock, GDLS, OptReg, OptReg'LS, and EMILiO.
Yes, three-dimensional (3D) single-molecule imaging has been carried out using both dyes and paFPs [ 13, 14]. 3 D imaging can be performed using several methods.
To show the usefulness of the DNA methylation data simulator, a benchmark is performed using several, commonly used and available packages for differential methylation analysis (described in detail in the Supplementary Information), including BSmooth (Hansen et al., 2012), Methylseq (Li et al., 2013), MethylKit (Akalin et al., 2012) and the Fisher exact test.
All reconstructions with priors were performed using several parameter sets.
This experiment was performed using several different face recognition algorithms.
The evaluation is performed using several real-world excerpts from different musical genres.
