Uncertainty Sampling Based Posterior Probability Extreme Learning Machine for Human Activity Recognition

International Journal of Smart Home ◽

10.14257/ijsh.2016.10.11.09 ◽

2016 ◽

Vol 10 (11) ◽

pp. 95-108

Author(s):

Xiaopeng Niu ◽

Zhiliang Wang ◽

Wendong Xiao ◽

Zhigeng Pan

Keyword(s):

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Posterior Probability ◽

Human Activity Recognition ◽

Uncertainty Sampling ◽

Learning Machine

Download Full-text

Human Activity Recognition using Reduced Kernel Extreme Learning Machine for Body Weight Management

2020 Fifth International Conference on Informatics and Computing (ICIC) ◽

10.1109/icic50835.2020.9288546 ◽

2020 ◽

Author(s):

Arwin Halim ◽

Erick Kwantan ◽

Silfi Langie ◽

Vinson Chandra ◽

Hernawati Gohzali

Keyword(s):

Body Weight ◽

Weight Management ◽

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Kernel Extreme Learning Machine ◽

Learning Machine

Download Full-text

Extreme Learning Machine for Linear Dynamical Systems Classification: Application to Human Activity Recognition

Proceedings in Adaptation, Learning and Optimization - Proceedings of ELM-2014 Volume 2 ◽

10.1007/978-3-319-14066-7_2 ◽

2015 ◽

pp. 11-20 ◽

Author(s):

Wen Wang ◽

Lianzhi Yu ◽

Huaping Liu ◽

Fuchun Sun

Keyword(s):

Dynamical Systems ◽

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Linear Dynamical Systems ◽

Learning Machine

Download Full-text

Mixed-kernel based weighted extreme learning machine for inertial sensor based human activity recognition with imbalanced dataset

Neurocomputing ◽

10.1016/j.neucom.2015.11.095 ◽

2016 ◽

Vol 190 ◽

pp. 35-49 ◽

Author(s):

Donghui Wu ◽

Zhelong Wang ◽

Ye Chen ◽

Hongyu Zhao

Keyword(s):

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Inertial Sensor ◽

Human Activity Recognition ◽

Imbalanced Dataset ◽

Weighted Extreme Learning Machine ◽

Learning Machine

Download Full-text

A Novel Human Activity Recognition Strategy Using Extreme Learning Machine Algorithm for Smart Health

Advances in Intelligent Systems and Computing - Emerging Technologies in Data Mining and Information Security ◽

10.1007/978-981-15-9927-9_21 ◽

2021 ◽

pp. 215-222

Author(s):

Dipanwita Thakur ◽

Suparna Biswas

Keyword(s):

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Smart Health ◽

Learning Machine

Download Full-text

A Novel Human Activity Recognition Scheme for Smart Health Using Multilayer Extreme Learning Machine

Cyber-Enabled Intelligence ◽

10.1201/9780429196621-12 ◽

2019 ◽

pp. 239-258 ◽

Author(s):

Maojian Chen ◽

Ying Li ◽

Xiong Luo ◽

Weiping Wang ◽

Long Wang ◽

...

Keyword(s):

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Smart Health ◽

Learning Machine

Download Full-text

Human activity recognition based on extreme learning machine in smart home

Journal of Physics Conference Series ◽

10.1088/1742-6596/1437/1/012076 ◽

2020 ◽

Vol 1437 ◽

pp. 012076

Author(s):

Shangfeng Chen ◽

Hongqing Fang ◽

Zhijian Liu

Keyword(s):

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Learning Machine

Download Full-text

Online sequential extreme learning machine algorithm based human activity recognition using inertial data

2015 10th Asian Control Conference (ASCC) ◽

10.1109/ascc.2015.7244597 ◽

2015 ◽

Author(s):

Yazan Al Jeroudi ◽

M. A. Ali ◽

Marsad Latief ◽

Rini Akmeliawati

Keyword(s):

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Learning Machine

Download Full-text

A Novel Human Activity Recognition Scheme for Smart Health Using Multilayer Extreme Learning Machine

IEEE Internet of Things Journal ◽

10.1109/jiot.2018.2856241 ◽

2019 ◽

Vol 6 (2) ◽

pp. 1410-1418 ◽

Author(s):

Maojian Chen ◽

Ying Li ◽

Xiong Luo ◽

Weiping Wang ◽

Long Wang ◽

...

Keyword(s):

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Smart Health ◽

Learning Machine

Download Full-text

Extreme Learning Machine-Based Deep Model for Human Activity Recognition With Wearable Sensors

Computing in Science & Engineering ◽

10.1109/mcse.2018.110145933 ◽

2019 ◽

Vol 21 (5) ◽

pp. 16-25 ◽

Author(s):

Xiaopeng Niu ◽

Zhiliang Wang ◽

Zhigeng Pan

Keyword(s):

Extreme Learning Machine ◽

Activity Recognition ◽

Human Activity ◽

Wearable Sensors ◽

Human Activity Recognition ◽

Learning Machine

Download Full-text

Exploring Appropriate Clusters in Subspace for Human Activity Recognition

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.133.2282 ◽

2013 ◽

Vol 133 (12) ◽

pp. 2282-2290

Author(s):

Huiquan Zhang ◽

Sha Luo ◽

Osamu Yoshie

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

Download Full-text