Several embodiments of systems and methods for adaptive smart environment automation
are described herein. In one embodiment, a computer implemented method includes
determining a plurality of sequence patterns of data points in a set of input data
corresponding to a plurality of sensors in a space. The input data include a plurality of data
points corresponding to each of the sensors, and the sequence patterns are at least partially
discontinuous. The method also includes generating a plurality of statistical models based
on the plurality of sequence patterns, and the individual statistical models corresponding to
an activity of a user. The method further includes recognizing the activity of the user based
on the statistical models and additional input data from the sensors.