Encoding of Sensing Data for Effective Data Stream Mining
Donghyok Suh, Young-Oh Han · Advanced science and technology letters · 2014
This study proposed an encoding scheme of sensing data for efficient data stream mining the environment which takes into account the frequency analysis and association rule mining of data stream. In this research, sensing data was encoded in the ways of presenting the features of the events detected by sensors and of including the changes of the sensing data stream. Therefore, it was found that the proposed scheme reached the point of reasoning a situation which will be detected and recognized through sensing of multiple sensors.