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Surveillance, wellness management, healthcare, and more are now heavily reliant on the increasingly important field of human activity recognition, an emerging research area. The recognition of activities, in practical settings, is complicated by the frequently encountered blend of simple and sophisticated, diverse human behaviors. The existing methods, by and larg