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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
Authors:  Chen, Minzhi;  Wang, Renfang;  Qiao, Yan;  Luo, Xin
Favorite  |  View/Download：14/0  |  Submit date：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  
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
Authors:  Chen, Minzhi;  He, Chunlin;  Luo, Xin
Favorite  |  View/Download：20/0  |  Submit date：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
Authors:  Luo, Xin;  Wu, Hao;  Li, Zechao
Favorite  |  View/Download：23/0  |  Submit date：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 Novel Approach to Large-Scale Dynamically Weighted Directed Network Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 12, 页码: 9756-9773
Authors:  Luo, Xin;  Wu, Hao;  Wang, Zhi;  Wang, Jianjun;  Meng, Deyu
Favorite  |  View/Download：89/0  |  Submit date：2022/12/26
Tensors  Computational modeling  Numerical models  Data models  Convergence  Analytical models  Adaptation models  Dynamically weighted directed network  terminal interaction pattern analysis system  latent factorization of tensors  high dimensional and incomplete tensor  link prediction  representation learning  latent feature  
A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 3, 页码: 533-546
Authors:  Wu, Hao;  Luo, Xin;  Zhou, MengChu;  Rawa, Muhyaddin J.;  Sedraoui, Khaled;  Albeshri, Aiiad
Favorite  |  View/Download：69/0  |  Submit date：2022/08/22
Big data  high dimensional and incomplete (HDI) tensor  latent factorization-of-tensors (LFT)  machine learning  missing data  optimization  proportional-integral-derivative (PID) controller  
Adjusting Learning Depth in Nonnegative Latent Factorization of Tensors for Accurately Modeling Temporal Patterns in Dynamic QoS Data 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 卷号: 18, 期号: 4, 页码: 2142-2155
Authors:  Luo, Xin;  Chen, Minzhi;  Wu, Hao;  Liu, Zhigang;  Yuan, Huaqiang;  Zhou, Mengchu
Favorite  |  View/Download：93/0  |  Submit date：2021/11/26
Tensors  Data models  Quality of service  Computational modeling  Analytical models  Training  Web services  Algorithm  big data  dynamics  high-dimensional and incomplete (HDI) data  machine learning  missing data estimation  multichannel data  nonnegative latent factorization of tensors (NLFT)  temporal pattern  quality of service (QoS)  web service  
Study of the numerical simulation of tight sandstone gas molecular diffusion based on digital core technology 期刊论文
PETROLEUM SCIENCE, 2018, 卷号: 15, 期号: 1, 页码: 68-76
Authors:  Zhu, Hong-Lin;  Wang, Shou-Feng;  Yin, Guo-Jun;  Chen, Qiao;  Xu, Feng-Lin;  Peng, Wei;  Tan, Yan-Hu;  Zhang, Kuo
Adobe PDF(1965Kb)  |  Favorite  |  View/Download：290/0  |  Submit date：2018/06/04
Tight sandstone gas  Nano-CT  Digital core  Molecular diffusion  Numerical simulation  
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
Authors:  Chen, Jia;  Luo, Xin
Adobe PDF(5259Kb)  |  Favorite  |  View/Download：143/0  |  Submit date：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
Authors:  Luo, Xin;  Zhou, Mengchu;  Li, Shuai;  Shang, Mingsheng
Adobe PDF(805Kb)  |  Favorite  |  View/Download：427/0  |  Submit date：2019/06/26
Semantically Enhanced Medical Information Retrieval System: A Tensor Factorization Based Approach 期刊论文
IEEE ACCESS, 2017, 卷号: 5, 页码: 7584-7593
Authors:  Wang, Haolin;  Zhang, Qingpeng;  Yuan, Jiahu
Adobe PDF(4944Kb)  |  Favorite  |  View/Download：103/0  |  Submit date：2018/03/05
Information retrieval  tensor factorization  knowledge based systems