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Deep Survival Analysis With Latent Clustering and Contrastive Learning
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 5, 页码: 3090-3101
作者:
Cui, Chang
;
Tang, Yongqiang
;
Zhang, Wensheng
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/07/04
Analytical models
Task analysis
Self-supervised learning
Predictive models
Hazards
Data models
Correlation
Survival analysis
deep learning
clustering
contrastive learning
survival prediction
CLDRNet: A Difference Refinement Network Based on Category Context Learning for Remote Sensing Image Change Detection
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 2133-2148
作者:
Wan, Ling
;
Tian, Ye
;
Kang, Wenchao
;
Ma, Lei
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/02/20
Feature extraction
Task analysis
Remote sensing
Transformers
Deep learning
Semantics
Support vector machines
Category context learning (CCL)
clustering learning (CL)
difference map refinement (DMR)
optical remote sensing image
change detection (CD)
Semisupervised Progressive Representation Learning for Deep Multiview Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Chen, Rui
;
Tang, Yongqiang
;
Xie, Yuan
;
Feng, Wenlong
;
Zhang, Wensheng
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/11/17
Representation learning
Training
Data models
Task analysis
Complexity theory
Semisupervised learning
Optimization
Deep clustering
multiview clustering
progressive sample learning
semisupervised learning
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 4787-4799
作者:
Wang, Yang
;
Huang, Yan
;
Shan, Caifeng
;
Wang, Liang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Gait recognition
Data models
Task analysis
Training
Computational modeling
Feature extraction
Pipelines
domain generalization
clustering
domain-invariant feature
A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model
期刊论文
Electric Power Systems Research, 2022, 卷号: 211
作者:
Lizhen, Wu
;
Yifan, Zhao
;
Gang, Wang
;
Xiaohong, Hao
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  |  
浏览/下载:25/0
  |  
提交时间:2022/07/20
Batch data processing
Big data
Electric power plant loads
Forecasting
Gradient methods
K-means clustering
Regression analysis
Stochastic models
Big data analyze
Distributed parallel computing
Load forecasting
Map-reduce
Map-reduce framework
Mini-batch stochastic gradient descent
Regression modelling
Short term load forecasting
Stochastic gradient descent
Stochastic gradient descent algorithm
Motion feature based melt pool monitoring for selective laser melting process
期刊论文
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2022, 卷号: 303
作者:
Lin, Xin
;
Wang, Qisheng
;
Fuh, Jerry Ying Hsi
;
Zhu, Kunpeng
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  |  
浏览/下载:97/0
  |  
提交时间:2022/03/28
Selective laser melting
Motion feature of melt pool
Intelligent online monitoring
Connected component analysis
K-means clustering
Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 452-472
作者:
Wu, Jia-Geng
;
Yan, Yang
;
Zhang, Dong-Xu
;
Liu, Bo-Wen
;
Zheng, Qing-Bing
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  |  
浏览/下载:44/0
  |  
提交时间:2022/03/17
Machine learning
Periodic structures
Task analysis
Proteins
Photomicrography
Coronaviruses
Machine learning algorithms
Clustering
deep learning (DL)
image processing
machine learning
neural network (NN)
single-particle cryo-electron microscopy (cryo-EM)
Fault diagnosis of rotor based on Semi-supervised Multi-Graph Joint Embedding
期刊论文
ISA Transactions, 2022
作者:
Yuan, Jianhui
;
Zhao, Rongzhen
;
He, Tianjing
;
Chen, Pengfei
;
Wei, Kongyuan
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/07/20
Clustering algorithms
Data reduction
Failure analysis
Fault detection
Graph theory
Supervised learning
Dimensionality reduction
Embeddings
Fault data
Faults diagnosis
High-dimensional
Hyper graph
Hypergraph structure
Rotor systems
Sample point
Semi-supervised
Representative Task Self-Selection for Flexible Clustered Lifelong Learning
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 33, 期号: 4, 页码: 1467-1481
作者:
Sun G(孙干)
;
Cong Y(丛杨)
;
Wang QQ(王倩倩)
;
Zhong BN(钟必能)
;
Fu Y(付昀)
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2021/01/17
Clustering analysis
lifelong machine learning
multitask learning (MTL)
transfer learning
Exploring cell-specific miRNA regulation with single-cell miRNA-mRNA co-sequencing data
期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22
作者:
Zhang, Junpeng
;
Liu, Lin
;
Xu, Taosheng
;
Zhang, Wu
;
Zhao, Chunwen
收藏
  |  
浏览/下载:151/0
  |  
提交时间:2022/01/10
miRNA
mRNA
Single-cell miRNA-mRNA co-sequencing
Pseudo-cell interpolation
Cell-specific miRNA regulation
Single-cell clustering analysis
Cell-cell crosstalk
Chronic myelogenous leukemia
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