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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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大数据挖掘及应用中心 [9]
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罗辛 [31]
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共31条,第1-10条
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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:8/0
  |  
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:6/0
  |  
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)
Parallel Adaptive Stochastic Gradient Descent Algorithms for Latent Factor Analysis of High-Dimensional and Incomplete Industrial Data
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 14
作者:
Qin, Wen
;
Luo, Xin
;
Li, Shuai
;
Zhou, MengChu
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  |  
浏览/下载:14/0
  |  
提交时间:2023/12/25
Adaptation models
Training
Data models
Convergence
Stochastic processes
Sparse matrices
Tuning
Big data
latent factor analysis
Index Terms
adaptive model
parallelization
machine learning
stochastic gradient descent
high-dimensional and incomplete matrix
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
收藏
  |  
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:14/0
  |  
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
Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2023, 卷号: 10, 期号: 5, 页码: 1105-1121
作者:
Zhou, Yue
;
Luo, Xin
;
Zhou, MengChu
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/12/25
Measurement
Systematics
Protocols
Big Data
Market research
Cryptocurrency
Blockchains
Big data analysis
cryptocurrency transaction network embedding (CTNE)
dynamic network
network embedding
network representation
static network
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:515/0
  |  
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
Constraint-Induced Symmetric Nonnegative Matrix Factorization for Accurate Community Detection
期刊论文
INFORMATION FUSION, 2023, 卷号: 89, 页码: 588-602
作者:
Liu, Zhigang
;
Luo, Xin
;
Wang, Zidong
;
Liu, Xiaohui
收藏
  |  
浏览/下载:86/0
  |  
提交时间:2022/12/26
Undirected Network
Social Network
Information Fusion
Network Representation Learning
Community Detection
Nonnegative Matrix Factorization
Symmetry -regularization
Multiple Constraints
Symmetry and Nonnegativity-Constrained Matrix Factorization for Community Detection
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 9, 页码: 1691-1693
作者:
Liu, Zhigang
;
Yuan, Guangxiao
;
Luo, Xin
收藏
  |  
浏览/下载:94/0
  |  
提交时间:2022/10/14
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis
期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 5, 页码: 2809-2823
作者:
Luo, Xin
;
Zhou, Yue
;
Liu, Zhigang
;
Hu, Lun
;
Zhou, MengChu
收藏
  |  
浏览/下载:80/0
  |  
提交时间:2022/12/26
Computational modeling
Acceleration
Sparse matrices
Adaptation models
Training
Data models
Convergence
Services computing
service application
big data
latent factor analysis
non-negative latent factor model
high-dimensional and sparse matrix
recommender system
missing data