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中国科学院重庆绿色智能技术研究院机构知识库
KMS Chongqing Institute of Green and Intelligent Technology, CAS
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Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 1, 页码: 92-107
作者:
Qin, Wen
;
Luo, Xin
;
Zhou, Mengchu
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/05/06
Parallel algorithm
industrial application
latent feature analysis
high-dimensional and incomplete data
stochastic gradient descent
parallelization shared-memory
data science
Asynchronous Parallel Fuzzy Stochastic Gradient Descent for High-Dimensional Incomplete Data Representation
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 卷号: 32, 期号: 2, 页码: 445-459
作者:
Qin, Wen
;
Luo, Xin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/05/06
Training
Representation learning
Data models
Stochastic processes
Computational modeling
Analytical models
Proteins
Asynchronous parallelization
fuzzy optimization
high-dimensional incomplete (HDI) data
latent feature analysis (LFA)
shared-memory
stochastic gradient descent (SGD)
Improving structure-based protein-ligand affinity prediction by graph representation learning and ensemble learning
期刊论文
PLOS ONE, 2024, 卷号: 19, 期号: 1, 页码: 21
作者:
Guo, Jia
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  |  
浏览/下载:192/0
  |  
提交时间:2024/04/07
Pseudo Gradient-Adjusted Particle Swarm Optimization for Accurate Adaptive Latent Factor Analysis
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 14
作者:
Luo, Xin
;
Chen, Jiufang
;
Yuan, Ye
;
Wang, Zidong
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2024/02/23
High-dimensional and incomplete (HDI) data
hyperparameter adaptation
latent factor analysis (LFA)
network representation
particle swarm optimization (PSO)
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis
期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 卷号: 16, 期号: 4, 页码: 3027-3042
作者:
Bi, Fanghui
;
He, Tiantian
;
Xie, Yuetong
;
Luo, Xin
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  |  
浏览/下载:10/0
  |  
提交时间:2023/12/25
Cloud service
data science
graph neural network
high-dimensional and incomplete data
latent factor analysis
latent feature model
missing data estimation
non-euclidean data
representation learning
quality-of-service
A Nonlinear PID-Incorporated Adaptive Stochastic Gradient Descent Algorithm for Latent Factor Analysis
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 15
作者:
Li, Jinli
;
Luo, Xin
;
Yuan, Ye
;
Gao, Shangce
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  |  
浏览/下载:182/0
  |  
提交时间:2023/12/25
High-dimensional and incomplete data
latent factor analysis
stochastic gradient descent
nonlinear proportional integral derivation
particle swarm optimization
parameter adaptation
MNL: A Highly-Efficient Model for Large-scale Dynamic Weighted Directed Network Representation
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2023, 卷号: 9, 期号: 3, 页码: 889-903
作者:
Chen, Minzhi
;
He, Chunlin
;
Luo, Xin
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  |  
浏览/下载:13/0
  |  
提交时间:2023/12/25
Tensors
Data models
Computational modeling
Adaptation models
Analytical models
Big Data
Heuristic algorithms
Dynamic weighted directed network
high-dimensional and incomplete tensor
non-negative latent-factorization-of-tensors
linear bias
high dimensional and incomplete
momentum method
particle swarm optimization
adaptive model
Neulft: A Novel Approach to Nonlinear Canonical Polyadic Decomposition on High-Dimensional Incomplete Tensors
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 6, 页码: 6148-6166
作者:
Luo, Xin
;
Wu, Hao
;
Li, Zechao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/12/25
Tensors
Data models
Computational modeling
Adaptation models
Training
Artificial neural networks
Neurons
Nonlinear tensor model
Big Data
high-dimensional and incomplete tensor
latent factorization of tensors
hyper-parameter adaptation
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 15
作者:
Liu, Zhigang
;
Yi, Yugen
;
Luo, Xin
收藏
  |  
浏览/下载:514/0
  |  
提交时间:2023/04/06
Detectors
Symmetric matrices
Indexes
Training
Probability
Network analyzers
Frequency measurement
Learning system
network representation learning
community detection
nonnegative matrix factorization
symmetric model
capacity
graph regularization
Hierarchical Particle Swarm Optimization-incorporated Latent Factor Analysis for Large-Scale Incomplete Matrices
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 6, 页码: 1524-1536
作者:
Chen, Jia
;
Luo, Xin
;
Zhou, Mengchu
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2022/12/26
Adaptation models
Optimization
Convergence
Computational modeling
Sparse matrices
Particle swarm optimization
Big Data
Big data
latent factor analysis
particle swarm optimization
high-dimensional and sparse matrix
large-scale incomplete data
missing data estimation
industrial application