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This section will elaborate on the different algorithms implemented on the data set to build the predictive models.
The questionnaire we have implemented on the data panel is a follow-up questionnaire on the adoption of collaboration technologies for the years 2012 2013.
Further on, a Savitzky Golay smoothing filter was implemented on the data from the respirometer to estimate the real-time respiration rate.
Under FPMM of segregation analysis, four major Mendelian gene models (dominant, recessive, codominant, descending), polygenetic models (pure polygenetic, major gene and polygenetic) and three non-genetic models (no major type, pure environmental, and general) are implemented on the data to estimate which model is most consistent with the observed data.
Hierarchical cluster analysis was implemented on the data to help further evaluate connections between gene expression and metabolite composition of the hippocampi.
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To eliminate the start/stop overhead, Rivers et al. (2010) implemented on-the-fly data collection, with continuous motion of the rotation stage.
To estimate the oscillation mode from multi-channel measurement data, CWT has to be implemented on the measurement data of each channel one by one, which may aggravate the computational burden.
Various data mining techniques are implemented on the input data to assess the best performance yielding method.
This method was implemented on the GRACE SCA data for the first time.
The approach was implemented on the streamflow data observed over a long period of 151 years from the Mississippi River basin at St .Louis, Missouri.
The best k-NN configurations were then used for pixel level estimation; the accuracy was estimated with a bootstrapping procedure; and the results were compared to estimates obtained using parametric regression methods implemented on the same data set.
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