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Adversarial Information Bottleneck
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:
Zhai, Penglong
;
Zhang, Shihua
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/02/07
Robustness
Optimization
Mutual information
Deep learning
Perturbation methods
Training
Task analysis
Adversarial robustness
deep learning
hyperparameter selection
information bottleneck (IB)
A FUNCTIONAL INFORMATION CRITERION FOR REGION SELECTION IN FUNCTIONAL LINEAR MODELS
期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 2, 页码: 653-671
作者:
Huang, Yunxiang
;
Wang, Qihua
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
functional data
information criterion
model selection
spline
support estimate
variable selection
Multi-dimensional Classification via Selective Feature Augmentation
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 38-51
作者:
Jia, Bin-Bin
;
Zhang, Min-Ling
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  |  
浏览/下载:2/0
  |  
提交时间:2022/04/21
Classification (of information)
Machine learning
Semantics
Class dependency
Class spaces
Classification models
Effective solution
Feature augmentation
Feature space
Features selection
Generalization performance
Multiple class
S models
Spatial site selection for a centralized treatment center of livestock excreta: Taking Nantong Town as an example
期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 180, 页码: 10
作者:
Yan, Bojie
;
Li, Yaxing
;
Yan, Jingjie
;
Shi, Wenjiao
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  |  
浏览/下载:28/0
  |  
提交时间:2021/03/15
Site selection
Livestock excreta
Centralized treatment center
Geographic information system
Unsupervised text topic-related gene extraction for large unbalanced datasets
会议论文
China, 2020-06-01
作者:
Jing-Ming, Li
;
Jing-Tao, Sun
;
Wen-Han, Huang
;
Qiu-Yu, Zhang
;
Zhen-Zhou, Tian
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  |  
浏览/下载:44/0
  |  
提交时间:2020/12/18
Classification (of information)
Data mining
Extraction
Feature extraction
Genes
Independent component analysis
Large datasetCalculation of similarities
Feature extraction algorithms
Feature selection methods
Information entropy
Multidimensional statistical data
Performance of classifier
Unbalanced datasets
Unbalanced distribution
Unsupervised text topic-related gene extraction for large unbalanced datasets
期刊论文
Tehnicki Vjesnik, 2020, 卷号: 27, 期号: 3, 页码: 842-852
作者:
Jing-Ming, Li
;
Jing-Tao, Sun
;
Wen-Han, Huang
;
Qiu-Yu, Zhang
;
Zhen-Zhou, Tian
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  |  
浏览/下载:16/0
  |  
提交时间:2020/11/14
Classification (of information)
Data mining
Extraction
Feature extraction
Genes
Independent component analysis
Large dataset
Calculation of similarities
Feature extraction algorithms
Feature selection methods
Information entropy
Multidimensional statistical data
Performance of classifier
Unbalanced datasets
Unbalanced distribution
Site Selection of Digital Signage in Beijing: A Combination of Machine Learning and an Empirical Approach
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 4, 页码: 20
作者:
Wang, Yuxue
;
Li, Su
;
Zhang, Xun
;
Jiang, Dong
;
Hao, Mengmeng
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  |  
浏览/下载:12/0
  |  
提交时间:2021/07/09
digital signage
site selection
multisource information
multiscale analysis
Network intrusion detection model based on multivariate correlation analysis - long short-time memory network
期刊论文
IET INFORMATION SECURITY, 2020, 卷号: 14, 期号: 2, 页码: 166-174
作者:
Dong, Rui-Hong
;
Li, Xue-Yong
;
Zhang, Qiu-Yu
;
Yuan, Hui
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  |  
浏览/下载:5/0
  |  
提交时间:2020/03/30
support vector machines
neural nets
image classification
pattern classification
security of data
recurrent neural nets
learning (artificial intelligence)
network intrusion detection model
multivariate correlation analysis
short-time memory network
low detection performance
time correlation characteristics
intrusion detection datasets
multivariate correlations analysis
short-term memory network
information gain feature selection method
convolutional neural networks
recurrent neural network
classification detection performance
Fault feature extraction of rotating machinery based on EWT and a weighted multi neighborhood rough set
期刊论文
Zhendong yu Chongji/Journal of Vibration and Shock, 2019, 卷号: 38, 期号: 24, 页码: 235-242
作者:
Wu, Yaochun
;
Zhao, Rongzhen
;
Jin, Wuyin
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2020/11/14
Classification (of information)
Extraction
Iterative methods
Probability
Rotating machinery
Rough set theory
Time domain analysis
Wavelet transforms
Characteristics of vibrations
Empirical wavelet transform(EWT)
Fault feature extractions
Feature selection methods
Multiple neighborhoods
Neighborhood rough sets
Probability of occurrence
Time domain characteristics
A spatial heterogeneity-based rough set extension for spatial data
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 33, 期号: 2, 页码: 240-268
作者:
Bai, Hexiang
;
Li, Deyu
;
Ge, Yong
;
Wang, Jinfeng
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2019/05/23
Rough set model
spatial information table
spatial heterogeneity
spatial autocorrelation
feature selection
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