WP4 – Data processing and machine learning algorithms

The scope of Work Package 4 is to: 1) define the input and output variables of AI algorithms, after data pre-processing and feature extraction stages; 2) Identify which existing risk calculators are best suited to process individual risk for the identified areas involved in the WARIFA system; 3) setup a model based on machine learning (ML) techniques which includes all relevant input and output variables and utilizes the risk calculators; and 4) Integrate the developed model in the WARIFA tool and system testing. To obtain the above-mentioned objectives the WP is organised in four tasks.