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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... [13]
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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
收藏
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浏览/下载:200/0
  |  
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
Symmetric Nonnegative Matrix Factorization-Based Community Detection Models and Their Convergence Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Xin
;
Liu, Zhigang
;
Jin, Long
;
Zhou, Yue
;
Zhou, MengChu
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浏览/下载:64/0
  |  
提交时间:2022/08/22
Detectors
Convergence
Symmetric matrices
Social networking (online)
Analytical models
Tuning
Computational modeling
Community detection
convergence analysis
graph regularization
nonnegative multiplicative update (NMU)
social network analysis
symmetric and nonnegative matrix factorization (SNMF)
Highly-Accurate Community Detection via Pointwise Mutual Information-Incorporated Symmetric Non-Negative Matrix Factorization
期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 卷号: 8, 期号: 1, 页码: 463-476
作者:
Luo, Xin
;
Liu, Zhigang
;
Shang, Mingsheng
;
Lou, Jungang
;
Zhou, MengChu
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浏览/下载:156/0
  |  
提交时间:2021/04/20
Detectors
Symmetric matrices
Image edge detection
Social networking (online)
Topology
Measurement
Knowledge engineering
Computational Intelligence
Social Network
Network Representation
Community Detection
Pointwise Mutual Information
Symmetric and Non-negative Matrix Factorization
Graph-regularization
Elastic-net regularized latent factor analysis-based models for recommender systems
期刊论文
NEUROCOMPUTING, 2019, 卷号: 329, 页码: 66-74
作者:
Wang, Dexian
;
Chen, Yanbin
;
Guo, Junxiao
;
Shi, Xiaoyu
;
He, Chunlin
;
Luo, Xin
;
Yuan, Huaqiang
Adobe PDF(1965Kb)
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浏览/下载:233/0
  |  
提交时间:2019/01/17
Big data
Recommender systems
Collaborative filtering
Latent factor analysis
Elastic-net
Regularization
Latent factor distribution
Popularity and Novelty Dynamics in Evolving Networks
期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 页码: 10
作者:
Abbas, Khushnood
;
Shang, Mingsheng
;
Abbasi, Alireza
;
Luo, Xin
;
Xu, Jian Jun
;
Zhang, Yu-Xia
Adobe PDF(2105Kb)
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浏览/下载:274/0
  |  
提交时间:2018/06/04
Randomized latent factor model for high-dimensional and sparse matrices from industrial applications
会议论文
15th IEEE International Conference on Networking, Sensing and Control, ICNSC 2018, Zhuhai, China, March 27, 2018 - March 29, 2018
作者:
Chen, Jia
;
Luo, Xin
Adobe PDF(5259Kb)
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  |  
浏览/下载:146/0
  |  
提交时间:2019/06/25
An inherently nonnegative latent factor model for high-dimensional and sparse matrices from industrial applications
期刊论文
IEEE Transactions on Industrial Informatics, 2018, 卷号: 14, 期号: 5, 页码: 2011-2022
作者:
Luo, Xin
;
Zhou, Mengchu
;
Li, Shuai
;
Shang, Mingsheng
Adobe PDF(805Kb)
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  |  
浏览/下载:429/0
  |  
提交时间:2019/06/26
Performance of symmetric non-negative matrix factorization-based community detector with learning depth variations
会议论文
15th IEEE International Conference on Networking, Sensing and Control, ICNSC 2018, Zhuhai, China, March 27, 2018 - March 29, 2018
作者:
Qu, Qingxiu
;
Luo, Xin
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  |  
浏览/下载:100/0
  |  
提交时间:2019/06/25
Symmetric and Nonnegative Latent Factor Models for Undirected, High-Dimensional, and Sparse Networks in Industrial Applications
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 卷号: 13, 期号: 6, 页码: 3098-3107
作者:
Luo, Xin
;
Sun, Jianpei
;
Wang, Zidong
;
Li, Shuai
;
Shang, Mingsheng
Adobe PDF(803Kb)
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浏览/下载:438/0
  |  
提交时间:2018/03/05
Big data application
high-dimensional, and sparse (SHiDS) matrix
nonnegative latent factor (NLF) model
symmetry
undirected HiDS network
Emerging trends in evolving networks: Recent behaviour dominant and non-dominant model
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 卷号: 484, 页码: 506-515
作者:
Abbas, Khushnood
;
Shang, Mingsheng
;
Luo, Xin
;
Abbasi, Alireza
Adobe PDF(2072Kb)
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浏览/下载:110/0
  |  
提交时间:2018/03/05
Novelty
Evolving networks
Recommender systems
E-commerce
Collective behaviour
Trend prediction
Emerging behaviour