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Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
作者:
Wentao Mao
;
Gangsheng Wang
;
Linlin Kou
;
Xihui Liang
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/01/16
Anomaly detection
domain adaptation
domain-adversarial training
one-class classification
transfer learning
Gait Pattern Identification and Phase Estimation in Continuous Multilocomotion Mode Based on Inertial Measurement Units
期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 17, 页码: 16952-16962
作者:
Zhang, Xingxuan
;
Zhang, Haojian
;
Hu, Jianhua
;
Zheng, Jun
;
Wang, Xinbo
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  |  
浏览/下载:21/0
  |  
提交时间:2022/11/14
Gait pattern identification
phase estimate
adaptive oscillators
gait event detector
wearable robots
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
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  |  
浏览/下载:38/0
  |  
提交时间:2022/07/25
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Step-by-step classification detection algorithm of SPPM based on K-means clustering
期刊论文
Tongxin Xuebao/Journal on Communications, 2022, 卷号: 43, 期号: 1, 页码: 161-171
作者:
Wang, Huiqin
;
Hou, Wenbin
;
Peng, Qingbin
;
Cao, Minghua
;
Huang, Rui
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  |  
浏览/下载:12/0
  |  
提交时间:2022/04/21
Bit error rate
K-means clustering
Mapping
Maximum likelihood
Monte Carlo methods
Optical communication
Optical signal processing
Pulse position modulation
Signal detection
Bit-error rate
Detection algorithm
Error rate performance
K-means++ clustering
Mapping rules
Modulation systems
Pulse-position modulation
Spatial pulse position modulation
Step-by-step classi-fication detection
Wireless optical communication
A new two-layer nearest neighbor selection method for kNN classifier
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 235, 页码: 14
作者:
Wang, Yikun
;
Pan, Zhibin
;
Dong, Jing
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  |  
浏览/下载:37/0
  |  
提交时间:2021/12/28
kNN classifier
Two-layer nearest neighbor rule
First-layer neighborhood
Second-layer neighborhood
Extended neighborhood
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems
期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
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  |  
浏览/下载:19/0
  |  
提交时间:2022/07/25
Computational modeling
Training
Microwave integrated circuits
Deep learning
Data models
Artificial neural networks
Training data
Fuzzy c-means (FCM) clustering
maximal information coefficient (MIC)
random input (RI)
deep patch learning classifier
interpretability
Evaluation of arable land suitability based on the suitability function-A case study of the Qinghai-Tibet Plateau
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 787, 页码: 17
作者:
Yao, Minglei
;
Shao, Dongguo
;
Lv, Changhe
;
An, Rihui
;
Gu, Wenquan
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/08/19
Suitability function
Qinghai-Tibet Plateau
Arable land evaluation
Survival of the fittest
High-accuracy continuous mapping of surface water dynamics using automatic update of training samples and temporal consistency modification based on Google Earth Engine: A case study from Huizhou, China
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 179, 页码: 66-80
作者:
Li, Kewei
;
Xu, Erqi
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  |  
浏览/下载:36/0
  |  
提交时间:2021/11/05
Surface water
Time series
Auto-updating of training samples
Temporal consistency detection
Change monitoring
Intra-annual information
Experimental study on secondary consolidation characteristics of Kunming peat soil
期刊论文
IOP Conference Series: Earth and Environmental Science, 2021, 卷号: 787, 期号: 1, 页码: -
作者:
Li,Xin-Ming
;
Fu,Ying-Jie
;
Chen,Cheng
;
Yin,Song
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  |  
浏览/下载:14/0
  |  
提交时间:2021/08/11
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