Investigating the Impact of the Stationarity Hypothesis on Heart Failure Detection using Deep Convolutional Scattering Networks and Machine Learning

Bruna and Mallat⁴⁴ proposed a new feature extraction method, namely the Wavelet Scattering Transform (WST). This technique uses complex wavelets to make a good trade-off between its ability to detect the different pattern in the signal and its…