ABSTRACT

Internet of things (IoT) is the Internet connected all objects [1-2]. The birth and development of the IOT will bring the explosive growth of the data. In a meanwhile, the diversification of the sensor makes dimension of data collected by IoT technology generally higher, then how to mine the potential value of the vast amounts of high-dimensional data by analysis is a problem that needs to be solved urgently. Therefore, it is a cornerstone of the stable development of IoT to develop efficient and practical data mining algorithms.