Skip to main content
. Author manuscript; available in PMC: 2011 Jan 19.
Published in final edited form as: IEEE Pervasive Comput. 2010;9(1):48. doi: 10.1109/MPRV.2010.7

Table 1.

Comparison of activity recognition models

HMM Linear Chain CRF Skip Chain CRF Emerging Pattern
Concurrent & interleaved activity Not recognized Not recognized Recognized Recognized
Learning method for Labeling Supervised Supervised Supervised Partially unsupervised
Scalability Change of HMM graph required Change of CRF graph required Change of SCCRF graph required EP mining required