Nurse Care Activity Recognition: A Cost-Sensitive Ensemble Approach to Handle Imbalanced Class Problem in the Wild

Mapping Intimacies ◽

10.1145/3460418.3479389 ◽

2021 ◽

Author(s):

Arafat Rahman ◽

Iqbal Hassan ◽

Md Atiqur Rahman Ahad

Keyword(s):

Activity Recognition ◽

Ensemble Approach ◽

In The Wild ◽

Care Activity ◽

Imbalanced Class

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Feature based random forest nurse care activity recognition using accelerometer data

Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers ◽

10.1145/3410530.3414340 ◽

2020 ◽

Author(s):

Carolin Lübbe ◽

Björn Friedrich ◽

Sebastian Fudickar ◽

Sandra Hellmers ◽

Andreas Hein

Keyword(s):

Random Forest ◽

Activity Recognition ◽

Accelerometer Data ◽

Feature Based ◽

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Nurse care activity recognition

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19 ◽

10.1145/3341162.3344848 ◽

2019 ◽

Author(s):

Md. Nazmul Haque ◽

Mahir Mahbub ◽

Md. Hasan Tarek ◽

Lutfun Nahar Lota ◽

Amin Ahsan Ali

Keyword(s):

Activity Recognition ◽

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Accelerometer based Complex Nurse Care Activity Recognition using Machine Learning Approach

10.1145/3460418.3479390 ◽

2021 ◽

Author(s):

Zubair Rahman Tusar ◽

Maksuda Islam ◽

Sadia Sharmin

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Learning Approach ◽

Machine Learning Approach ◽

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Nurse care activity recognition based on convolution neural network for accelerometer data

Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers ◽

10.1145/3410530.3414335 ◽

2020 ◽

Author(s):

Md. Golam Rasul ◽

Mashrur Hossain Khan ◽

Lutfun Nahar Lota

Keyword(s):

Neural Network ◽

Activity Recognition ◽

Convolution Neural Network ◽

Accelerometer Data ◽

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Nurse care activity recognition challenge

Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers ◽

10.1145/3410530.3414333 ◽

2020 ◽

Author(s):

Hitoshi Matsuyama ◽

Takuto Yoshida ◽

Nozomi Hayashida ◽

Yuto Fukushima ◽

Takuro Yonezawa ◽

...

Keyword(s):

Activity Recognition ◽

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Nurse Care Activity Recognition from Accelerometer Sensor Data Using Fourier- and Wavelet-based Features

10.1145/3460418.3479387 ◽

2021 ◽

Author(s):

M. Ashikuzzaman Kowshik ◽

Yeasin Arafat Pritom ◽

Md.Sohanur Rahman ◽

Ali Akbar ◽

Md Atiqur Rahman Ahad

Keyword(s):

Activity Recognition ◽

Sensor Data ◽

Accelerometer Sensor ◽

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Nurse care activity recognition based on machine learning techniques using accelerometer data

Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers ◽

10.1145/3410530.3414339 ◽

2020 ◽

Author(s):

Mohammad Sabik Irbaz ◽

Abir Azad ◽

Tanjila Alam Sathi ◽

Lutfun Nahar Lota

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Machine Learning Techniques ◽

Accelerometer Data ◽

Learning Techniques ◽

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Nurse care activity recognition

Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers ◽

10.1145/3410530.3414334 ◽

2020 ◽

Author(s):

Arafat Rahman ◽

Nazmun Nahid ◽

Iqbal Hassan ◽

M. A. R. Ahad

Keyword(s):

Activity Recognition ◽

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Mutual Information based Feature Selection for Nurse Care Activity Recognition

2020 Joint 9th International Conference on Informatics, Electronics & Vision (ICIEV) and 2020 4th International Conference on Imaging, Vision & Pattern Recognition (icIVPR) ◽

10.1109/icievicivpr48672.2020.9306645 ◽

2020 ◽

Author(s):

Md. Hasan Tarek ◽

Md. Eusha Kadir ◽

Mahir Mahbub ◽

Pritom Saha Akash ◽

Amin Ahsan Ali ◽

...

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Activity Recognition ◽

Care Activity ◽

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A window-based sequence-to-one approach with dynamic voting for nurse care activity recognition using acceleration-based wearable sensor

Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers ◽

10.1145/3410530.3414336 ◽

2020 ◽

Author(s):

Yiwen Dong ◽

Jingxiao Liu ◽

Yitao Gao ◽

Sulagna Sarkar ◽

Zhizhang Hu ◽

...

Keyword(s):

Activity Recognition ◽

Wearable Sensor ◽

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