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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Zeng, Bixiao
;
Yang, Xiaodong
;
Chen, Yiqiang
;
Yu, Hanchao
;
Hu, Chunyu
;
Zhang, Yingwei
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/12/04
Noise measurement
Servers
Task analysis
Adaptation models
Data models
Data integrity
Computers
Data quality assessment
federated learning (FL)
noise-robust algorithm
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2974-2987
作者:
Wang, Kang
;
Chen, Yiqiang
;
Zhang, Yingwei
;
Yang, Xiaodong
;
Hu, Chunyu
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/04
Surface electromyography
gesture recognition
cross-user
domain adaptation
semi-supervised learning
Online Support Vector Machine with a Single Pass for Streaming Data
期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 17, 页码: 24
作者:
Hu, Lisha
;
Hu, Chunyu
;
Huo, Zheng
;
Jiang, Xinlong
;
Wang, Suzhen
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/12/07
online learning
support vector machine
minimum enclosing ball
Disagreement-based class incremental random forest for sensor-based activity recognition
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 239, 页码: 15
作者:
Hu, Chunyu
;
Chen, Yiqiang
;
Hu, Lisha
;
Yu, Han
;
Lu, Dianjie
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/12/07
Class incremental learning
Activity recognition
Random forest
Semi-supervised learning
Adaptive coefficient-based kernelized network for personalized activity recognition
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 23
作者:
Hu, Lisha
;
Hu, Chunyu
;
Jiang, Xinlong
;
Huo, Zheng
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  |  
浏览/下载:41/0
  |  
提交时间:2021/12/01
Incremental learning
Activity recognition
Neural network
Wearable device
What can "drag & drop" tell? Detecting mild cognitive impairment by hand motor function assessment under dual-task paradigm
期刊论文
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2021, 卷号: 145, 页码: 18
作者:
Zhang, Yingwei
;
Chen, Yiqiang
;
Yu, Hanchao
;
Lv, Zeping
;
Yang, Xiaodong
;
Hu, Chunyu
;
Zhang, Tengxiang
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2021/12/01
Mild cognitive impairment
Hand motor function
Dual-task
Touchscreen
A Novel Feature Incremental Learning Method for Sensor-Based Activity Recognition
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 6, 页码: 1038-1050
作者:
Hu, Chunyu
;
Chen, Yiqiang
;
Peng, Xiaohui
;
Yu, Han
;
Gao, Chenlong
;
Hu, Lisha
收藏
  |  
浏览/下载:270/0
  |  
提交时间:2019/08/16
Feature incremental learning
activity recognition
random forest
Inferring Cognitive Wellness from Motor Patterns
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 12, 页码: 2340-2353
作者:
Chen, Yiqiang
;
Hu, Chunyu
;
Hu, Bin
;
Hu, Lisha
;
Yu, Han
;
Miao, Chunyan
收藏
  |  
浏览/下载:85/0
  |  
提交时间:2019/08/16
Correlation analysis
motor pattern
cognitive wellness
imbalanced small-sampling feature selection
imbalanced classification
OKRELM: online kernelized and regularized extreme learning machine for wearable-based activity recognition
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 9, 页码: 1577-1590
作者:
Hu, Lisha
;
Chen, Yiqiang
;
Wang, Jindong
;
Hu, Chunyu
;
Jiang, Xinlong
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2019/12/10
Extreme learning machine
Kernel
Activity recognition
Online learning
Wearable computing
A novel random forests based class incremental learning method for activity recognition
期刊论文
PATTERN RECOGNITION, 2018, 卷号: 78, 页码: 277-290
作者:
Hu, Chunyu
;
Chen, Yiqiang
;
Hu, Lisha
;
Peng, Xiaohui
收藏
  |  
浏览/下载:70/0
  |  
提交时间:2019/12/10
Class incremental learning
Activity recognition
Random forests