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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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重庆绿色智能技术研究... [8]
武汉物理与数学研究所 [3]
长春光学精密机械与物... [2]
南海海洋研究所 [1]
数学与系统科学研究院 [1]
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期刊论文 [14]
会议论文 [2]
学位论文 [1]
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2021 [6]
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Advancing Non-Negative Latent Factorization of Tensors With Diversified Regularization Schemes
期刊论文
OAI收割
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 3, 页码: 1334-1344
作者:
Wu, Hao
;
Luo, Xin
;
Zhou, Mengchu
  |  
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2022/08/22
High-dimensional and sparse tensor
missing data
latent factor analysis
temporal pattern
non-negativity
non-negative latent factorization of tensor
regularization
ensemble
services computing
An Alternating-Direction-Method of Multipliers-Incorporated Approach to Symmetric Non-Negative Latent Factor Analysis
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Luo, Xin
;
Zhong, Yurong
;
Wang, Zidong
;
Li, Maozhen
  |  
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2022/08/22
Symmetric matrices
Computational modeling
Data models
Analytical models
Training
Learning systems
Convergence
Alternating-direction-method of multipliers (ADMM)
learning system
missing data
non-negative latent factor analysis (NLFA)
symmetric high-dimensional and incomplete matrix (SHDI)
undirected weighted network
Non-Negative Latent Factor Model Based on beta-Divergence for Recommender Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 8, 页码: 4612-4623
作者:
Xin, Luo
;
Yuan, Ye
;
Zhou, MengChu
;
Liu, Zhigang
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/08/20
beta-divergence
big data
high-dimensional and sparse (HiDS) matrix
industrial application
learning algorithm
non-negative latent factor (NLF) analysis
recommender system
An Instance-Frequency-Weighted Regularization Scheme for Non-Negative Latent Factor Analysis on High-Dimensional and Sparse Data
期刊论文
OAI收割
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 6, 页码: 3522-3532
作者:
Luo, Xin
;
Wang, Zidong
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/08/20
High-dimensional and sparse (HiDS) data
industrial application
instance-frequency
non-negative latent factor analysis (NLFA)
recommender system
regularization
Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2021, 卷号: 7, 期号: 1, 页码: 227-240
作者:
Luo, Xin
;
Zhou, Mengchu
;
Li, Shuai
;
Wu, Di
;
Liu, Zhigang
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/05/17
Data models
Training
Sparse matrices
Recommender systems
Computational modeling
Big Data
Scalability
Non-negative latent factor analysis
non-negativity
latent factor analysis
unconstrained optimization
high-dimensional and sparse matrix
collaborative filtering
recommender system
big data
An alpha -beta -Divergence-Generalized Recommender for Highly Accurate Predictions of Missing User Preferences
期刊论文
OAI收割
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 13
作者:
Shang, Mingsheng
;
Yuan, Ye
;
Luo, Xin
;
Zhou, MengChu
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/08/22
Computational modeling
Sparse matrices
Convergence
Data models
Predictive models
Linear programming
Euclidean distance
-divergence
big data
convergence analysis
high-dimensional and sparse (HiDS) data
momentum
machine learning
missing data estimation
non-negative latent factor analysis (NLFA)
recommender system (RS)
A Fast Non-Negative Latent Factor Model Based on Generalized Momentum Method
期刊论文
OAI收割
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 1, 页码: 610-620
作者:
Luo, Xin
;
Liu, Zhigang
;
Li, Shuai
;
Shang, Mingsheng
;
Wang, Zidong
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/03/17
Big data
high-dimensional and sparse (HiDS) matrix
latent factor (LF) analysis
missing data estimation
non-negative LF (NLF) model
recommender system
Non-Negativity Constrained Missing Data Estimation for High-Dimensional and Sparse Matrices from Industrial Applications
期刊论文
OAI收割
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 1844-1855
作者:
Luo, Xin
;
Zhou, MengChu
;
Li, Shuai
;
Hu, Lun
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2020/08/24
Computational modeling
Data models
Sparse matrices
Linear programming
Training
Convergence
Analytical models
Alternating-direction-method of multipliers
high-dimensional and sparse matrix
industrial application
non-negative latent factor analysis
recommender system
水体中半挥发性有机污染物的非目标筛查方法及应用
学位论文
OAI收割
北京: 中国科学院生态环境研究中心, 2018
作者:
徐雄
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2019/08/01
半挥发性有机污染物,全二维气相色谱质谱,非目标分析,消毒副产物 Semi-volatile Organic Compounds, Comprehensive Two Dimensional Gas Chromatography-quadrupole Mass Spectrometry, Non-target Analysis, Disinfection By-products.
Matrix Integrative Analysis (MIA) of Multiple Genomic Data for Modular Patterns
期刊论文
OAI收割
FRONTIERS IN GENETICS, 2018, 卷号: 9, 页码: 12
作者:
Chen, Jinyu
;
Zhang, Shihua
  |  
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2018/07/30
bioinformatics
multi-dimensional genomics
matrix integrative analysis
data integration
module discovery
non-negative matrix factorization (NMF)
partial least squares (PLS)