A competitive approach for human activity recognition on smartphones

@inproceedings{Reiss2013ACA,
  title={A competitive approach for human activity recognition on smartphones},
  author={Attila Reiss and Gustaf Hendeby and Didier Stricker},
  booktitle={ESANN},
  year={2013}
}
This paper describes a competitive approach developed for an activity recognition challenge. The competition was defined on a new and publicly available dataset of human activities, recorded with smartphone sensors. This work investigates different feature sets for the activity recognition task of the competition. Moreover, the focus is also on the introduction of a new, confidence-based boosting algorithm called ConfAdaBoost.M1. Results show that the new classification method outperforms… CONTINUE READING
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