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Contrastive Correlation Preserving Replay for Online Continual Learning
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 124-139
作者:
Yu, Da
;
Zhang, Mingyi
;
Li, Mantian
;
Zha, Fusheng
;
Zhang, Junge
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/03/26
Task analysis
Correlation
Knowledge transfer
Training
Memory management
Data models
Mutual information
Continual learning
catastrophic forgetting
class-incremental learning
experience replay
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
Fault diagnosis of rotor based on Local-Global Balanced Orthogonal Discriminant Projection
期刊论文
Measurement: Journal of the International Measurement Confederation, 2021, 卷号: 168
作者:
Shi, Mingkuan
;
Zhao, Rongzhen
;
Wu, Yaochun
;
He, Tianjing
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  |  
浏览/下载:21/0
  |  
提交时间:2020/11/14
Fault detection
Frequency domain analysis
Nearest neighbor search
Rotating machinery
Time domain analysis
Application examples
Complex characteristics
Discriminant informations
High dimensional feature
Inter-class distance
K-nearest neighbor method
Structure information
Time frequency domain
Malicious web domain identification using online credibility and performance data by considering the class imbalance issue
期刊论文
INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2019, 卷号: 119, 期号: 3
作者:
Hu, Zhongyi
;
Chiong, Raymond
;
Pranata, Ilung
;
Bao, Yukun
;
Lin, Yuqing
收藏
  |  
浏览/下载:124/0
  |  
提交时间:2019/12/05
Particle swarm optimization
Imbalance class distribution
Malicious web domain
Synthetic minority oversampling technique
Online data
Credibility and performance
Information security
Internet users
Class-Specific Anchor Based and Context-Guided Multi-Class Object Detection in High Resolution Remote Sensing Imagery with a Convolutional Neural Network
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 3
作者:
Mo, Nan
;
Yan, Li
;
Zhu, Ruixi
;
Xie, Hong
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  |  
浏览/下载:13/0
  |  
提交时间:2019/12/05
multi-scale geospatial object detection
class-specific anchor
discriminative feature with context information
focal loss
soft filter
Model selection for dynamic reduction-based structural health monitoring following the Bayesian evidence approach
期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 卷号: 127
作者:
Yin, T.
;
Zhu, H. P.
;
Fu, S. J.
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
Model-class selection
Structural health monitoring
Finite element model reduction
Bayesian evidence inference
Information theory
Feature selection based on conditional mutual information: minimum conditional relevance and minimum conditional redundancy
期刊论文
2019, 卷号: 49, 页码: 883-896
作者:
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/20
Feature selection
Mutual information
Conditional redundancy
Intra-class redundancy
Image encryption algorithm based on a hyperchaotic system and fractional Fourier transform
期刊论文
Journal of Advanced Computational Intelligence and Intelligent Informatics, 2019, 卷号: 23, 期号: 5, 页码: 805-809
作者:
Liu, Y.*
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/24
Fractional Fourier transform
Hyperchaotic system
Image encryption
Information security
Standard weighted class
A general non-parametric active learning framework for classification on multiple manifolds
期刊论文
Pattern Recognition Letters, 2019
作者:
Huang, L.
;
Ma, Y.
;
Liu, X.
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  |  
浏览/下载:12/0
  |  
提交时间:2019/12/30
Artificial intelligence
Classifiers
Cost reduction
Iterative methods
Learning algorithms
Learning systems
Active Learning
Active-learning algorithm
Global uncertainty
Label propagation
Multi-class classification
Non-parametric
Real-world datasets
Unlabeled samples
Classification (of information)
Discriminative Representation Learning with Supervised Auto-encoder
期刊论文
Neural Processing Letters, 2018, 页码: 1-14
作者:
Du, Fang
;
Zhang, Jiangshe
;
Ji, Nannan
;
Hu, Junying
;
Zhang, Chunxia
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  |  
浏览/下载:5/0
  |  
提交时间:2019/11/19
Auto encoders
Class information
Classification errors
Classification tasks
De-noising
Objective functions
Reconstruction error
Unsupervised learning method
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