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Decomposition-Based Classifier Chains for Multi-Dimensional Classification
期刊论文
IEEE Transactions on Artificial Intelligence, 2022, 卷号: 3, 期号: 2, 页码: 176-191
作者:
Jia, Bin-Bin
;
Zhang, Min-Ling
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/07/20
Computer vision
Machine learning
Semantics
Binary classifiers
Class dependency
Classifier chain
Classifier chains
Comparatives studies
Feature space
Multi-class classifier
Multi-dimensional classification
Multiple class
Performance
Automated Localization of Myocardial Infarction of Image-Based Multilead ECG Tensor With Tucker2 Decomposition
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 15
作者:
Zhang, Jieshuo
;
Liu, Ming
;
Xiong, Peng
;
Du, Haiman
;
Zhang, Hong
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  |  
浏览/下载:26/0
  |  
提交时间:2022/06/06
Electrocardiography
Feature extraction
Tensors
Data mining
Location awareness
Lead
Heart beat
Electrocardiograph
image-based heartbeat tensor
morphological core tensor
myocardial infarction (MI)
Tucker2 decomposition
Deep Learning-Based Framework for the Detection of Cyberattack Using Feature Engineering
期刊论文
SECURITY AND COMMUNICATION NETWORKS, 2021, 卷号: 2021
作者:
Akhtar, Muhammad Shoaib
;
Feng, Tao
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  |  
浏览/下载:13/0
  |  
提交时间:2022/03/01
Deep Learning Based Automatic Multiclass Wild Pest Monitoring Approach Using Hybrid Global and Local Activated Features
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17
作者:
Liu, Liu
;
Xie, Chengjun
;
Wang, Rujing
;
Yang, Po
;
Sudirman, Sud
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  |  
浏览/下载:51/0
  |  
提交时间:2021/09/06
Feature extraction
Monitoring
Machine learning
Object detection
Agriculture
Proposals
Image recognition
Convolutional neural network (CNN)
global activated feature pyramid network
local activated region proposal network
pest monitoring
A comparison of neural networks algorithms for EEG and sEMG features based gait phases recognition
期刊论文
Biomedical Signal Processing and Control, 2021, 卷号: 68
作者:
Wei, Pengna
;
Zhang, Jinhua
;
Tian, Feifei
;
Hong, Jun
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  |  
浏览/下载:91/0
  |  
提交时间:2021/04/25
Surface electromyography (sEMG)
Electroencephalogram (EEG)
Gait phases recognition
Feature dimension
Feature-classifier combination
Outdoor Shadow Estimating Using Multiclass Geometric Decomposition Based on BLS
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2152-2165
作者:
Chen, Zhihua
;
Gao, Ting
;
Sheng, Bin
;
Li, Ping
;
Chen, C. L. Philip
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  |  
浏览/下载:12/0
  |  
提交时间:2020/06/22
Lighting
Sun
Estimation
Learning systems
Feature extraction
Neural networks
Classification algorithms
Broad learning system (BLS)
illumination estimating
Markov random field (MRF)
multiclass integrating
shadow synthesis
An effective automatic system deployed in agricultural Internet of Things using Multi-Context Fusion Network towards crop disease recognition in the wild
期刊论文
APPLIED SOFT COMPUTING, 2020, 卷号: 89
作者:
Zhao, Yushan
;
Liu, Liu
;
Xie, Chengjun
;
Wang, Rujing
;
Wang, Fangyuan
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  |  
浏览/下载:20/0
  |  
提交时间:2020/11/26
Multiclass crop disease recognition
Convolutional Neural Network
Internet of Things
Multi-Context Fusion Network
ContextNet
Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression
期刊论文
JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18
作者:
Chu YQ(褚亚奇)
;
Zhao XG(赵新刚)
;
Zou YJ(邹宜君)
;
Xu WL(徐卫良)
;
Song GL(宋国立)
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2020/09/12
motor imagery EEG
same upper limb
Riemannian geometry features
partial least squares regression
brain-machine interface
Simultaneous variable selection and class fusion with penalized distance criterion based classifiers
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2019, 卷号: 133, 页码: 138-152
作者:
Sheng, Ying
;
Wang, Qihua
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  |  
浏览/下载:42/0
  |  
提交时间:2019/12/13
Linear discriminant analysis
Discriminant directions
Variable selection
Class fusion
Misclassification error rate
Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 3, 页码: 788-802
作者:
Peng, Hanyang
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2019/07/12
Accelerated proximal gradient (APG)
extended hinge loss (HL)
feature selection
sparsity regularization
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