Time Series Analysis, Time Series Forecasting, Data Science, Noise Reduction, Signal Processing.
series. Let’s understand what this means and how we can apply that to our real-world problems. Empirical Mode Decomposition The first step is to divide our time series into what is called Intrinsic Mode Functions (IMFs). For that, we will use a method called Empirical Mode Decomposition (EMD) that