V. Taraniuk

EXPLAINABLE IMU-BASED SURFACE CLASSIFICATION FOR HUMAN-CENTERED DECISION SUPPORT IN MOBILE ROBOT OPERATIONS

The surface recognition can assist in the navigation and management of a mobile robot, but merely a classification accuracy cannot fully justify why the particular terrain classification was made. This paper analyses a leakage aware and explainable classical machine learning pipeline based on the Surface Type Classific...