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科研机构
大连理工大学 [8]
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期刊论文 [7]
会议论文 [1]
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2019 [1]
2017 [2]
2016 [3]
2012 [1]
2011 [1]
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A multisensor multiclassifier hierarchical fusion model based on entropy weight for human activity recognition using wearable inertial sensors
期刊论文
IEEE Transactions on Human-Machine Systems, 2019, 卷号: 49, 页码: 105-111
作者:
Guo, Ming
;
Wang, Zhelong
;
Yang, Ning
;
Li, Zhenglin
;
An, Tiantian
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2019/12/02
Entropy
Feature extraction
Inertial navigation systems
Linear transformations
Pattern recognition
Pattern recognition systems
Sensor networks, Body Area Network
Classification accuracy
congruent transformation
Entropy weight method
Feature selection methods
Hierarchical fusions
Human activity recognition
Wearable systems, Wearable sensors
Kernel fusion based extreme learning machine for cross-location activity recognition
期刊论文
INFORMATION FUSION, 2017, 卷号: 37, 页码: 1-9
作者:
Wang, Zhelong
;
Wu, Donghui
;
Gravina, Raffaele
;
Fortino, Giancarlo
;
Jiang, Yongmei
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
Human activity recognition
Extreme learning machine
Inertial sensors
Mixed kernel
Machine learning
Recognizing human concurrent activities using wearable sensors: a statistical modeling approach based on parallel HMM
期刊论文
SENSOR REVIEW, 2017, 卷号: 37, 页码: 330-337
作者:
Wang, Zhelong
;
Chen, Ye
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Activity recognition
Statistical modelling
Wearable sensors
Principal component analysis (PCA)
Human concurrent activities
Parallel hidden Markov model (PHMM)
A Triaxial Accelerometer-Based Human Activity Recognition via EEMD-Based Features and Game-Theory-Based Feature Selection
期刊论文
IEEE SENSORS JOURNAL, 2016, 卷号: 16, 页码: 3198-3207
作者:
Wang, Zhelong
;
Wu, Donghui
;
Chen, Jianming
;
Ghoneim, Ahmed
;
Hossain, Mohammad Anwar
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/09
Human activity recognition
game theory
feature selection
wearable triaxial accelerometer
EEMD
Mixed-kernel based weighted extreme learning machine for inertial sensor based human activity recognition with imbalanced dataset
期刊论文
NEUROCOMPUTING, 2016, 卷号: 190, 页码: 35-49
作者:
Wu, Donghui
;
Wang, Zhelong
;
Chen, Ye
;
Zhao, Hongyu
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/09
Human activity recognition
Imbalanced dataset
Weighted extreme learning machine
Inertial sensors
Mixed kernel
An Improved Algorithm for Human Activity Recognition Using Wearable Sensors
会议论文
8th International Conference on Advanced Computational Intelligence (ICACI), Chiang Mai, THAILAND, 2016-02-14
作者:
Chen, Ye
;
Guo, Ming
;
Wang, Zhelong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/09
Human daily activity recognition
wireless inertial sensor
ensemble empirical mode decomposition (EEMD)
fuzzy LS-SVM
An Incremental Learning Method Based on Probabilistic Neural Networks and Adjustable Fuzzy Clustering for Human Activity Recognition by Using Wearable Sensors
期刊论文
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2012, 卷号: 16, 页码: 691-699
作者:
Wang, Zhelong
;
Jiang, Ming
;
Hu, Yaohua
;
Li, Hongyi
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/13
Fuzzy clustering
human activity recognition
incremental learning
probabilistic neural networks
wearable sensor
A method to deal with installation errors of wearable accelerometers for human activity recognition
期刊论文
PHYSIOLOGICAL MEASUREMENT, 2011, 卷号: 32, 页码: 347-358
作者:
Jiang, Ming
;
Shang, Hong
;
Wang, Zhelong
;
Li, Hongyi
;
Wang, Yuechao
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/18
human activity recognition
accelerometer
installation error
calibration
Gram-Schmidt orthonormalization
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