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Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning
期刊论文
APPLIED INTELLIGENCE, 2024, 页码: 23
作者:
Liu, Jing-Jing
;
Yao, Jie-Peng
;
Liu, Jin-Hang
;
Wang, Zhong-Yi
;
Huang, Lan
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/03/27
Missing time series data
Small samples
Imputation
Classification
Gradient penalized adversarial Multitasking
Spatio-Temporal Changes in Air Quality of the Urban Area of Chongqing from 2015 to 2021 Based on a Missing-Data-Filled Dataset
期刊论文
ATMOSPHERE, 2022, 卷号: 13, 期号: 9, 页码: 16
作者:
Zhang, Huayu
;
Nie, Yong
;
Deng, Qian
;
Liu, Yaqin
;
Lyu, Qiyuan
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/12/26
air pollution
AQI
environmental protection
missing data interpolation
air pollutant
Multimodal Image Aesthetic Prediction with Missing Modality
期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 13
作者:
Zhang, Xiaodan
;
Song, Qiao
;
Liu, Gang
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/08/25
image aesthetic quality assessment
multimodal learning
missing multimodal data
transformer
Augmented weighting estimators for the additive rates model under multivariate recurrent event data with missing event type
期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 14
作者:
Ma, Huijuan
;
Pang, Weicai
;
Sun, Liuquan
;
Xu, Wei
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  |  
浏览/下载:17/0
  |  
提交时间:2023/02/07
additive rates model
missing at random
multivariate recurrent event data
Nadaraya-Watson kernel estimator
weighted estimating equation
Incipient fault detection and diagnosis of nonlinear industrial process with missing data
期刊论文
Journal of the Taiwan Institute of Chemical Engineers, 2022, 卷号: 132
作者:
Mou, Miao
;
Zhao, Xiaoqiang
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/04/21
Data acquisition
Embeddings
Fault detection
Matrix algebra
Recovery
Data missing
Dissimilarity analysis
Embeddings
Fault detection and diagnosis
Incipient faults
Low rank matrix decomposition
Low-rank matrices
Matrix decomposition
Mixed kernel function
Neighborhood preserving embedding
Neighbourhood
Incremental Learning and Fault-tolerant Classifier for Myoelectric Pattern Recognition against Multiple Bursting Interferences
期刊论文
IEEE Transactions on Medical Robotics and Bionics, 2022, 页码: 1-11
作者:
Ding QC(丁其川)
;
Zhang, Xiaoliang
;
Zhao XG(赵新刚)
;
Wu CD(吴成东)
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/06/07
Surface Electromyography
motion recognition
incremental learning
missing/fault data
myoelectric assistive robot
A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 533-546
作者:
Hao Wu
;
Xin Luo
;
MengChu Zhou
;
Muhyaddin J. Rawa
;
Khaled Sedraoui
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2022/03/09
Big data
high dimensional and incomplete (HDI) tensor
latent factorization-of-tensors (LFT)
machine learning
missing data
optimization
proportional-integral-derivative (PID) controller
Belief Combination of Classifiers for Incomplete Data
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 652-667
作者:
Zuowei Zhang, Songtao Ye, Yiru Zhang, Weiping Ding, Hao Wang
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/03/09
Classifier fusion,classification,evidence theory,incomplete data,missing values
Prediction of longwall mining-induced stress in roof rock using LSTM neural network and transfer learning method
期刊论文
ENERGY SCIENCE & ENGINEERING, 2021, 页码: 14
作者:
Qin, Changkun
;
Zhao, Wusheng
;
Zhong, Kun
;
Chen, Weizhong
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/02/17
data missing
LSTM
mining-induced stress
monitoring
stress prediction
transfer learning
A class of weighted estimating equations for additive hazard models with covariates missing at random
期刊论文
SCIENCE CHINA-MATHEMATICS, 2021, 页码: 20
作者:
Jin, Jin
;
Ye, Peng
;
Sun, Liuquan
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/11/16
additive hazard model
censored data
kernel smoothing
missing at random
weighted estimating equation
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