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Along with the widespread use of smartphones, activity recognition using embedded inertial sensors has intrigued researchers. The learning and employing activity recognition systems suffers from some challenges. Training data of different persons should be involved in the learning procedure. In contrast, the activities of each individual should remain private. In addition, the style of different individuals...
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