Mining Value in AI. October 5, ... Machine learning, a subfield of artificial intelligence, comprises algorithms that aim to understand relationships in complex data sets and that use that understanding to make predictions. ... Ballast fouling is a major problem for rail networks used in mining. Rail ballast—the track bed on which sleepers ...