This book constitutes the refereed proceedings of the 10th IndustrialConference on Data Mining, ICDM 2010, held in Berlin, Germany in July2010.The 48 revised full papers presented together with two invited paperswere carefully reviewed and selected from 175 submissions. The papersare organized in topical sections on theoretical aspects of data mining, multimedia data mining, data mining in marketing, data mining inindustrial processes, data mining in medicine, data mining inagriculture, Webmining, data mining in finance, aspects of data mining, and data mining for network performance monitoring.