Temporal Data Mining is a rapidly evolving area of research that is at the
intersection of several disciplines, including statistics, temporal pattern
recognition, temporal databases, optimisation, visualisation, high-performance
computing, and parallel computing. This paper is rst intended to serve as an
overview of the temporal data mining in research and applications. Then we present
a general analysis theory which we have done on the temporal data mining.