Ensemble transfer learning for classifying physical examinations in GP consultation: a multi-model approach to human-object and human-to-human activity recognition. [PDF]
J Am Med Inform AssocWaheed M, Xiong H, Tong K, Lau AYS.
europepmc +1 more source
Towards User-Generalizable Wearable-Sensor-Based Human Activity Recognition: A Multi-Task Contrastive Learning Approach. [PDF]
Sensors (Basel)Guo P, Nakayama M.
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Enhancing human activity recognition with machine learning: insights from smartphone accelerometer and magnetometer data. [PDF]
PeerJ Comput SciSilva Zendron LA +4 more
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Hierarchical query design and distributed attention in transformer for player group activity recognition in sports analysis. [PDF]
Sci RepChen X, Liu Z.
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Quantifying the uncertainty of human activity recognition using a Bayesian machine learning method: a prediction study. [PDF]
Phys Act NutrMamiya H, Fuller D.
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A Comprehensive Methodological Survey of Human Activity Recognition Across Diverse Data Modalities. [PDF]
Sensors (Basel)Shin J, Hassan N, Miah ASM, Nishimura S.
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An enhanced dual inception-attention-BiGRU-attention model integrating wavelet transform for wearable sensor-based human activity recognition. [PDF]
Sci RepZhang X, Wang Y, Deng T.
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Adaptive temporal attention mechanism and hybrid deep CNN model for wearable sensor-based human activity recognition. [PDF]
Sci RepWang Z, Kang K.
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