- Process Mining
- Predictive Process Monitoring
Is fascinating to me the effort to extract and emphasise knowledge embedded in non-structured datasets. Extracting this knowledge means to me trying to give a machine the capability to help humans optimising day-by-day processes. But this optimisation cannot be effective if machines previously did not embrace and comprehend the process they are handling itself. Making this match between our representation of data and machine’s representation is therefore of vital importance for any kind of machine learning technique. I personally see an instance of this fascination become concrete through the application on real life dataset, i.e. bearing or electrodes, of predictive process monitoring techniques.