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Broad Learning System Based on Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
收藏
  |  
浏览/下载:69/0
  |  
提交时间:2021/08/15
Learning systems
Robustness
Standards
Optimization
Training
Perturbation methods
Mean square error methods
Broad learning system (BLS)
incremental learning algorithms
maximum correntropy criterion (MCC)
regression and classification
Differences of Mechanical Parameters and Rockburst Tendency Indices between Coal and Non-Coal Rocks and Modified Rockburst Tendency Classification Criteria for Non-Coal Rocks
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 6, 页码: 16
作者:
Du, Kun
;
Sun, Yu
;
Yang, Songge
;
Lv, Shizhan
;
Wang, Shaofeng
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  |  
浏览/下载:15/0
  |  
提交时间:2021/06/18
rock burst
coal
non-coal rock
basic mechanical parameter
bursting liability index
classification criterion
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
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  |  
浏览/下载:15/0
  |  
提交时间:2021/04/26
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
Seismic risk evaluation for a planning mountain tunnel using improved analytical hierarchy process based on extension theory
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 1, 页码: 244-260
作者:
Xu Jing-song
;
Xu Hua
;
Sun Run-fang
;
Zhao Xiang-wei
;
Cheng Yin
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  |  
浏览/下载:35/0
  |  
提交时间:2020/11/11
Seismic risk evaluation
Mountain tunnel
Extension theory
Analytical hierarchy process
Classification criterion
Parameter optimization criteria guided 3D point cloud classification
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 4, 页码: 5081-5104
作者:
Li, Hongjun
;
Meng, Weiliang
;
Liu, Xinying
;
Xiang, Shiming
;
Zhang, Xiaopeng
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  |  
浏览/下载:56/0
  |  
提交时间:2019/07/12
Point cloud classification
Feature extraction
Conditional random field
Parameter optimization criterion
Probabilistic neural network
Multi-view Intact Discriminant Space Learning for Image Classification
期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 50, 期号: 2
作者:
Dong, Xiwei
;
Wu, Fei
;
Jing, Xiao-Yuan
;
Wu, Songsong
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Multi-view learning
Subspace learning
Fisher discrimination criterion
Image classification
Semi-supervised multi-view learning
Element-Theory Based Grading of Electromagnetic Environment Complexity
会议论文
2018 International Applied Computational Electromagnetics Society Symposium in China, ACES-China 2018, 2018-07-29
作者:
Zhao, Z.
;
Li, W.
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浏览/下载:67/0
  |  
提交时间:2019/12/30
Classification (of information)
Computational electromagnetics
Grading
Classification methods
Electromagnetic environments
EMC performance
Evaluation index
Practical engineering
Recognition criterion
Spectrum occupancies
Unascertained measure
Electromagnetic compatibility
Modification of slope stability probability classification and its application to rock slopes in hydropower engineering regions
期刊论文
GEOLOGIA CROATICA, 2019, 卷号: 72, 页码: 71-80
作者:
Li Xiu-Zhen
;
Tan Rong-Zhi
;
Gao Yan
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  |  
浏览/下载:51/0
  |  
提交时间:2020/03/06
rock slopes
hydropower engineering region
slope stability probability classification system
modification
Hoek-Brown strength criterion
CSMR system
Sequential outlier criterion for sparsification of online adaptive filtering
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 卷号: 29, 页码: 5277-5291
作者:
Zhang, Shiliang
;
Cao, Hui
;
Yang, Shuo
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  |  
浏览/下载:15/0
  |  
提交时间:2019/11/19
Chaotic time series prediction
Classification boundary
Kernel
Learning performance
Mackey-Glass time series predictions
Optimal networks
sequential outlier criterion (SOC)
Sparsification
D-OPTIMALITY OF GROUP TESTING FOR JOINT ESTIMATION OF CORRELATED RARE DISEASES WITH MISCLASSIFICATION
期刊论文
STATISTICA SINICA, 2017, 卷号: 27, 期号: 2, 页码: 823-838
作者:
Li, Qizhai
;
Liu, Aiyi
;
Xiong, Wenjun
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  |  
浏览/下载:16/0
  |  
提交时间:2018/07/30
Binary outcomes
classification error
D-optimal criterion
group testing
maximum likelihood estimate
prevalence
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