Machine learning applications in minerals processing: A review

•Machine learning applications in mineral processing from 2004 to 2018 are reviewed.•Data-based modelling; fault detection and diagnosis; and machine vision identified as main application categories.•Future directions are proposed, including comments on technical research requirements and industrial application.•Searchable summaries of reviewed articles are provided in the supplementary material.