Human activity recognition using neural networks

Proceedings of the 2014 15th International Carpathian Control Conference (ICCC) ◽

10.1109/carpathiancc.2014.6843636 ◽

2014 ◽

Author(s):

Stefan Oniga ◽

Jozsef Suto

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

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Improved Sensor Based Human Activity Recognition via Hybrid Convolutional and Recurrent Neural Networks

2021 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL) ◽

10.1109/inertial51137.2021.9430460 ◽

2021 ◽

Author(s):

Sonia Perez-Gamboa ◽

Qingquan Sun ◽

Yan Zhang

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Human Activity Recognition

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Human Activity Recognition Based on Loss-Net Fusion Domain Convolutional Neural Networks

2019 IEEE International Conference on Computation, Communication and Engineering (ICCCE) ◽

10.1109/iccce48422.2019.9010800 ◽

2019 ◽

Author(s):

Zhang Ning ◽

Lee Suk-Hwan ◽

Lee Eung-Joo

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

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Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8857288 ◽

2019 ◽

Author(s):

Jeremiah Okai ◽

Stylianos Paraschiakos ◽

Marian Beekman ◽

Arno Knobbe ◽

Claudio Rebelo de Sa

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Short Term Memory ◽

Human Activity Recognition ◽

Term Memory ◽

Long Short Term Memory ◽

Gated Recurrent Units

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Layer-wise training convolutional neural networks with smaller filters for human activity recognition using wearable sensors

IEEE Sensors Journal ◽

10.1109/jsen.2020.3015521 ◽

2020 ◽

pp. 1-1

Author(s):

Yin Tang ◽

Qi Teng ◽

Lei Zhang ◽

Fuhong Min ◽

Jun He

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Wearable Sensors ◽

Human Activity Recognition

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Comparative Analysis of Artificial Hydrocarbon Networks versus Convolutional Neural Networks in Human Activity Recognition

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206757 ◽

2020 ◽

Author(s):

Hiram Ponce ◽

Lourdes Martinez-Villasenor

Keyword(s):

Neural Networks ◽

Comparative Analysis ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

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Data-level information enhancement: Motion-patch-based Siamese Convolutional Neural Networks for human activity recognition in videos

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113203 ◽

2020 ◽

Vol 147 ◽

pp. 113203 ◽

Author(s):

Yujia Zhang ◽

Lai Man Po ◽

Mengyang Liu ◽

Yasar Abbas Ur Rehman ◽

Weifeng Ou ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Level Information ◽

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Human Activity Recognition with Convolutional Neural Networks

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-10997-4_33 ◽

2019 ◽

pp. 541-552 ◽

Author(s):

Antonio Bevilacqua ◽

Kyle MacDonald ◽

Aamina Rangarej ◽

Venessa Widjaya ◽

Brian Caulfield ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

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Comparative Performance Study on Human Activity Recognition with Deep Neural Networks

Intelligence Science III - IFIP Advances in Information and Communication Technology ◽

10.1007/978-3-030-74826-5_21 ◽

2021 ◽

pp. 241-251

Author(s):

Kavya Sree Gajjala ◽

Ashika Kothamachu Ramesh ◽

Kotaro Nakano ◽

Basabi Chakraborty

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Deep Neural Networks ◽

Human Activity Recognition ◽

Performance Study ◽

Comparative Performance

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PerRNN: Personalized Recurrent Neural Networks for Acceleration-Based Human Activity Recognition

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8761931 ◽

2019 ◽

Author(s):

Xufei Wang ◽

Weixian Liao ◽

Yifan Guo ◽

Lixing Yu ◽

Qianlong Wang ◽

...

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Human Activity Recognition

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Human Activity Recognition using PCA and BiLSTM Recurrent Neural Networks

2019 2nd International Conference on Engineering Technology and its Applications (IICETA) ◽

10.1109/iiceta47481.2019.9012979 ◽

2019 ◽

Author(s):

Amir A. Aljarrah ◽

Ali H. Ali

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Human Activity Recognition

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