An Ensemble Approach for Activity Recognition with Accelerometer in Mobile-Phone

@article{Yuan2014AnEA,
  title={An Ensemble Approach for Activity Recognition with Accelerometer in Mobile-Phone},
  author={Yuan Yuan and Changhai Wang and Jianzhong Zhang and Jingdong Xu and Meng Li},
  journal={2014 IEEE 17th International Conference on Computational Science and Engineering},
  year={2014},
  pages={1469-1474}
}
Activity recognition with triaxial accelerometer embedded in mobile phone is an important research topic in pervasive computing field. The research results can be widely used in many healthcare or data mining applications. Numerous classification algorithms have been applied into the activity recognition tasks. Among these algorithms, ELM (Extreme Learning Machine) shows its advantages in generalization performance and learning speed. But because of the randomly generated hidden layer… CONTINUE READING

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