Case-based Explanations for Black-Box Time Series and Image Models with Applications in Smart Agriculture

This research examines how leveraging case-based reasoning (CBR) techniques such as NearestUnlike-Neighbors (NUNs) can aid the generation and evaluation of explanations in these domains and demonstrates the inadequacies of many traditional techniques used to evaluate explanations.