Sampling and approximation techniques for efficient process conformance checking

Martin Bauer, Han van der Aa, Matthias Weidlich

Abstract: Highlights•We propose sample and approximation-based techniques for conformance checking.•Cover three types of conformance measures, fitness, deviations, and resources.•Experiments show that runtime efficiency is increased by orders of magnitude.