SPEED: An Inhabitant Activity Prediction Algorithm for Smart Homes

  title={SPEED: An Inhabitant Activity Prediction Algorithm for Smart Homes},
  author={Muhammad Raisul Alam and Mamun Bin Ibne Reaz and Mohd. Alauddin Mohd. Ali},
  journal={IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans},
This paper proposes an algorithm, called sequence prediction via enhanced episode discovery (SPEED), to predict inhabitant activity in smart homes. SPEED is a variant of the sequence prediction algorithm. It works with the episodes of smart home events that have been extracted based on the on -off states of home appliances. An episode is a set of sequential user activities that periodically occur in smart homes. The extracted episodes are processed and arranged in a finite-order Markov model. A… CONTINUE READING
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