AR Activity Recognition Tool
The AR tools are designed to generate activity labels based on an input sequence of sensor event data.
Version
Description
ar.1.2.zip
Naive Bayes, HMM, and CRF models, segmented data
ar.2.0.zip
SVM model, streaming data
ar.3.0.zip
Decision tree model, streaming data
Papers:
N. Krishan and D. Cook.
Activity recognition on streaming sensor data
, 2012.
D. Cook, N. Krishnan, and P. Rashidi.
Activity discovery and activity recognition: A new partnership
, 2012.
D. Cook.
Learning setting-generalized activity models for smart spaces.
IEEE Intelligent Systems, 27(1):32-38, 2012.
