create.Myfis

<p>This function creates a fuzzy inference system that contains three input variables and three output variables.
Each variable is expressed by 4 linguistic terms as low, medium, medium_high and high.
A trapezoidal membership function is used to match input and output to a degree of membership.</p>

Filling large gaps in low or uncorrelated multivariate time series uses a new fuzzy weighted similarity measure. It contains all required functions to create large missing consecutive values within time series and then fill these gaps, according to the paper Phan et al. (2018), <DOI:10.1155/2018/9095683>. Performance indicators are also provided to compare similarity between two univariate signals (incomplete signal and imputed signal).

Thi Hong Phan

create.Myfis: Building a fuzzy inference system

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