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A Generalized Nesterov's Accelerated Gradient-Incorporated Non-Negative Latent-Factorization-of-Tensors Model for Efficient Representation to Dynamic QoS Data 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2024, 页码: 15
作者:  Chen, Minzhi;  Wang, Renfang;  Qiao, Yan;  Luo, Xin
收藏  |  浏览/下载：26/0  |  提交时间：2024/07/12
Cloud service  dynamic QoS data  high-dimensional and incomplete tensor  non-negative latent-factorization-of-tensors  particle swarm optimization  nesterov's accelerated gradient method  linear bias  adaptive model  
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：69/0  |  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)  
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  |  浏览/下载：202/0  |  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
收藏  |  浏览/下载：26/0  |  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  
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：86/0  |  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  
Digital twin oriented multi-objective flexible job shop scheduling model and its hybrid particle swarm optimization 期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2022, 页码: 14
作者:  Chen, Zhaoming;  Zou, Jinsong;  Wang, Wei
收藏  |  浏览/下载：54/0  |  提交时间：2022/10/14
Digital twin  flexible job shop scheduling problem  multi-objective optimization  hybrid particle swarm algorithm  simulated annealing  
Adjusted stochastic gradient descent for latent factor analysis 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 588, 页码: 196-213
作者:  Li, Qing;  Xiong, Diwen;  Shang, Mingsheng
收藏  |  浏览/下载：61/0  |  提交时间：2022/08/22
Big data analysis  High-dimensional and incomplete matrix  Stochastic gradient descent  Latent factor analysis  Gradient adjustment  Adaptive model  Particle swarm optimization  Local optima  
An adaptive latent factor model via particle swarm optimization 期刊论文
NEUROCOMPUTING, 2019, 卷号: 369, 页码: 176-184
作者:  Wang, Qingxian;  Chen, Sili;  Luo, Xin
收藏  |  浏览/下载：106/0  |  提交时间：2020/08/24
Latent factor analysis  Particle swarm optimization  High-dimensional and sparse matrix  Stochastic gradient descent  Self-adaptive model  
Reliable origin identification of Scutellaria baicalensis based on terahertz time-domain spectroscopy and pattern recognition 期刊论文
OPTIK, 2018, 卷号: 174, 页码: 7-14
作者:  Liang, Jie;  Guo, Qijia;  Chang, Tianying;  Li, Ke;  Cui, Hong-Liang
Adobe PDF(1052Kb)  |  收藏  |  浏览/下载：188/0  |  提交时间：2018/11/12
Terahertz Time-domain Spectroscopy (Thz-tds)  Principal Component Analysis  Support Vector Machines  Particle Swarm Optimization  Scutellaria Baicalensis  
A parallel system for adaptive optics based on parallel mutation PSO algorithm 期刊论文
OPTIK, 2014, 卷号: 125, 期号: 1, 页码: 329-332
作者:  Chen, Ying;  Feng, Yong;  Li, Xinyang
Adobe PDF(935Kb)  |  收藏  |  浏览/下载：68/0  |  提交时间：2018/03/15
Adaptive Optics  Parallel System  Particle Swarm Optimization