O. S. Maistrenko

A NON-PARAMETRIC APPROACH TO EXPLAINABLE ARTIFICIAL INTELLIGENCE AND ITS APPLICATION IN MEDICINE

2023 · Journal of Numerical and Applied Mathematics

The paper proposes a non-parametrical approach to explainable artificial intelligence based on the compactness postulate, which states that objects of one class in the feature space are, as a rule, located closer to each other …