Accelerometer based Complex Nurse Care Activity Recognition using Machine Learning Approach

Machine Learning approach applied to Human Activity Recognition – An application to the VanKasteren dataset

Procedia Computer Science ◽

10.1016/j.procs.2021.07.070 ◽

2021 ◽

Vol 191 ◽

pp. 367-372

Author(s):

Ariza-Colpas Paola ◽

Oñate-Bowen Alvaro Agustín ◽

Suarez-Brieva Eydy del Carmen ◽

Oviedo-Carrascal Ana ◽

Urina Triana Miguel ◽

...

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Human Activity ◽

Learning Approach ◽

A Machine Learning Approach for Fall Detection and Daily Living Activity Recognition

IEEE Access ◽

10.1109/access.2019.2906693 ◽

2019 ◽

Vol 7 ◽

pp. 38670-38687 ◽

Cited By ~ 31

Author(s):

Ali Chelli ◽

Matthias Patzold

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Daily Living ◽

Fall Detection ◽

Learning Approach ◽

Daily Living Activity ◽

2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) ◽

Smartwatch-based activity recognition: A machine learning approach

10.1109/bhi.2016.7455925 ◽

2016 ◽

Cited By ~ 54

Author(s):

Gary M. Weiss ◽

Jessica L. Timko ◽

Catherine M. Gallagher ◽

Kenichi Yoneda ◽

Andrew J. Schreiber

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Learning Approach ◽

Human Activity Recognition using Machine Learning Approach

Journal of Robotics and Control (JRC) ◽

10.18196/jrc.25113 ◽

2021 ◽

Vol 2 (5) ◽

Author(s):

Abdul Lateef Haroon P S ◽

Premachand D. R Premachand D. R

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Human Activity ◽

Learning Approach ◽

An efficient machine learning approach for activity recognition

Journal of Physics Conference Series ◽

10.1088/1742-6596/1916/1/012160 ◽

2021 ◽

Vol 1916 (1) ◽

pp. 012160

Author(s):

K Jashwant ◽

R Jasvant ◽

S Siamala Devi

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Learning Approach ◽

Machine Learning Approach ◽

Efficient Machine

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 ◽

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

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 ◽

Nurse Care ◽

Learning Techniques ◽

Care Activity

2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC) ◽

A Machine Learning Approach to Human Activity Recognition

10.1109/pdgc50313.2020.9315826 ◽

2020 ◽

Author(s):

Umra Khan ◽

Sarfaraz Masood

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Human Activity ◽

Learning Approach ◽

2020 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON) ◽

Exercise Activity Recognition with Surface Electromyography Sensor using Machine Learning Approach

10.1109/ectidamtncon48261.2020.9090711 ◽

2020 ◽

Cited By ~ 1

Author(s):

Sakorn Mekruksavanich ◽

Anuchit Jitpattanakul

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Surface Electromyography ◽

Learning Approach ◽

Machine Learning Approach ◽

Exercise Activity

Classical Machine Learning Approach for Human Activity Recognition Using Location Data

10.1145/3460418.3479376 ◽

2021 ◽

Author(s):

Safaeid Hossain Arib ◽

Rabeya Akter ◽

Omar Shahid ◽

Md Atiqur Rahman Ahad

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Human Activity ◽

Learning Approach ◽

Location Data ◽

2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) ◽

Anomaly and Activity Recognition Using Machine Learning Approach for Video Based Surveillance

10.1109/icccnt45670.2019.8944396 ◽

2019 ◽

Cited By ~ 1

Author(s):

Aiswarya Mohan ◽

Meghavi Choksi ◽

Mukesh A Zaveri

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Learning Approach ◽