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Implementing ensemble of deep learning model with optimization techniques for human activity recognition to assist individuals with disabilities. [PDF]

Sci Rep
Alqahtani H.
europepmc   +1 more source

Dynamic graph neural networks for UAV-based group activity recognition in structured team sports. [PDF]

Front Neurorobot
Zahra I, Wu Y, Alhasson HF, Alharbi SS, Aljuaid H, Jalal A, Liu H.   +6 more
europepmc   +1 more source

Enhancing human activity recognition with machine learning: insights from smartphone accelerometer and magnetometer data. [PDF]

PeerJ Comput Sci
Silva Zendron LA, Coelho PJ, Soares C, Pereira I, Pires IM.   +4 more
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.
europepmc   +1 more source

Hierarchical query design and distributed attention in transformer for player group activity recognition in sports analysis. [PDF]

Sci Rep
Chen X, Liu Z.
europepmc   +1 more source

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 Assoc
Waheed M, Xiong H, Tong K, Lau AYS.
europepmc   +1 more source

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Sensor-Based Activity Recognition

IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, 2012
Research on sensor-based activity recognition has, recently, made significant progress and is attracting growing attention in a number of disciplines and application domains. However, there is a lack of high-level overview on this topic that can inform related communities of the research state of the art.
Liming Chen, Chris Nugent, Diane J Cook   +2 more
exaly   +2 more sources

Activity recognition of the elderly

Proceedings of the 4th ACM International Workshop on Context-Awareness for Self-Managing Systems, 2010
The development of context aware services is one proposed way to support independent living for the elderly. Performing test scenarios with the elderly helps when developing the context aware services. However, rigorous testing is not always desirable when working with elderly subjects. Our research proposes to capture the activity data of the subjects
Matti Pouke, Seamus Hickey, Tomohiro Kuroda, Haruo Noma   +3 more
openaire   +1 more source