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Multimodal deep generative adversarial models for scalable doubly semi-supervised learning
期刊论文
INFORMATION FUSION, 2021, 卷号: 68, 页码: 118-130
作者:
Du, Changde
;
Du, Changying
;
He, Huiguang
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浏览/下载:24/0
  |  
提交时间:2021/03/29
Multiview learning
Multimodal fusion
Generative adversarial networks
Deep generative models
Semi-supervised learning
Sparse reconstruction with spatial structures to automatically determine neighbors
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2021, 页码: 23
作者:
Yu, Wenhao
;
Zhang, Yifan
;
Chen, Zhanlong
;
Ai, Tinghua
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  |  
浏览/下载:8/0
  |  
提交时间:2021/04/25
Spatial database
spatial data mining
sparse coding
spatial inference
A hierarchical missing value imputation method by correlation-based K-nearest neighbors
会议论文
Intelligent Systems Conference, IntelliSys 2019, London, United kingdom, 2019-09-05
作者:
Liu, Xin
;
Lai, Xiaochen
;
Zhang, Liyong
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  |  
浏览/下载:38/0
  |  
提交时间:2019/12/02
Imputations of missing values using a tracking-removed autoencoder trained with incomplete data
期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 54-65
作者:
Lai, Xiaochen
;
Wu, Xia
;
Zhang, Liyong
;
Lu, Wei
;
Zhong, Chongquan
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  |  
浏览/下载:14/0
  |  
提交时间:2019/12/02
Incomplete data
Missing value
Imputation
Tracking-removed autoencoder
Data modeling
Automatic Text Classification for Label Imputation of Medical Diagnosis Notes based on Random Forest
会议论文
Cairns, Queensland, Australia, 2018
作者:
Yujie Yang
;
Bokai Yang
;
Guangzhe Dai
;
Darong Tang
;
Qi Li
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  |  
浏览/下载:25/0
  |  
提交时间:2019/01/31
Graph regularized local self-representation for missing value imputation with applications to on-road traffic sensor data
期刊论文
NEUROCOMPUTING, 2018, 卷号: 303, 页码: 47-59
作者:
Chen, Xiaobo[1]
;
Cai, Yingfeng[2]
;
Ye, Qiaolin[3]
;
Chen, Lei[4]
;
Li, Zuoyong[5]
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/24
Graph regularization
Local constraint
Matrix completion
Missing values
Traffic sensor data
An Improved Self-Representation Approach for Missing Value Imputation
会议论文
2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2018-01-01
作者:
Chen, Xiaobo[1]
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浏览/下载:2/0
  |  
提交时间:2019/12/24
graph regularization
local constraint
matrix completion
missing values
Learning k for kNN Classification
期刊论文
acm transactions on intelligent systems and technology, 2017, 卷号: 8, 期号: 3
作者:
Zhang, Shichao
;
Li, Xuelong
;
Zong, Ming
;
Zhu, Xiaofeng
;
Cheng, Debo
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浏览/下载:33/0
  |  
提交时间:2017/05/19
kNN method
sparse learning
missing data imputation
Supervised Collaborative Filtering Based on Ridge Alternating Least Squares and Iterative Projection Pursuit
期刊论文
IEEE ACCESS, 2017, 卷号: 5, 页码: 6600-6607
作者:
Chen, Bo-Wei
;
Ji, Wen
;
Rho, Seungmin
;
Gu, Yu
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浏览/下载:23/0
  |  
提交时间:2019/12/12
Incomplete data analysis
privacy preservation
supervised collaborative filtering
collaborative filtering (CF)
alternating least squares (ALS)
supervised data imputation
data imputation
singular value decomposition (SVD)
supervised nonnegative matrix factorization (NMF)
recommendation system
low-rank matrix approximation
matrix completion
matrix factorization
iterative projection pursuit
A global learning with local preservation method for microarray data imputation
期刊论文
Computers in Biology and Medicine, 2016, 卷号: 77, 页码: 76-89
作者:
Chen, Ye
;
Wang, Aiguo
;
Ding, Huitong
;
Que, Xia
;
Li, Yabo
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  |  
浏览/下载:4/0
  |  
提交时间:2017/01/13
Missing value imputation
Microarray data
Global learning
Local preservation
Regression model
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