Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

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On the Generality of Codebook Approach for Sensor-Based Human Activity Recognition

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Learned features versus engineered features for multimedia indexing

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Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

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A tutorial on human activity recognition using body-worn inertial sensors

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Towards large-scale multimedia retrieval enriched by knowledge about human interpretation

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A Bag-of-Features Framework to Classify Time Series

(2013) M. G. Baydogan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

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A Survey on Human Activity Recognition using Wearable Sensors

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Visual Word Ambiguity

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