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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  
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 卷号: 16, 期号: 4, 页码: 3027-3042
Authors:  Bi, Fanghui;  He, Tiantian;  Xie, Yuetong;  Luo, Xin
Favorite  |  View/Download：25/0  |  Submit date：2023/12/25
Cloud service  data science  graph neural network  high-dimensional and incomplete data  latent factor analysis  latent feature model  missing data estimation  non-euclidean data  representation learning  quality-of-service  
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
Authors:  Li, Jinli;  Luo, Xin;  Yuan, Ye;  Gao, Shangce
Favorite  |  View/Download：194/0  |  Submit date：2023/12/25
High-dimensional and incomplete data  latent factor analysis  stochastic gradient descent  nonlinear proportional integral derivation  particle swarm optimization  parameter adaptation  
A Posterior-Neighborhood-Regularized Latent Factor Model for Highly Accurate Web Service QoS Prediction 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 2, 页码: 793-805
Authors:  Wu, Di;  He, Qiang;  Luo, Xin;  Shang, Mingsheng;  He, Yi;  Wang, Guoyin
Favorite  |  View/Download：61/0  |  Submit date：2022/08/22
Web service  quality-of-service  latent factor analysis  posterior-neighborhood  regularization  cloud computing  big data  
Privacy-preserving and Communication-efficient Convolutional Neural Network Prediction Framework in Mobile Cloud Computing 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 卷号: 15, 期号: 12, 页码: 4345-4363
Authors:  Bai, Yanan;  Feng, Yong;  Wul, Wenyuan
Favorite  |  View/Download：92/0  |  Submit date：2022/08/22
Privacy Preservation  Convolutional Neural Networks  Homomorphic Encryption  Mobile Cloud Computing  Deep Learning  
cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
Authors:  Bai, Yanan;  Liu, Quanliang;  Wu, Wenyuan;  Feng, Yong
Favorite  |  View/Download：68/0  |  Submit date：2022/08/22
privacy-preserving  convolutional neural network  homomorphic encryption  GPU computation  deep learning  cloud computing  
Reliability-Aware and Deadline-Constrained Mobile Service Composition Over Opportunistic Networks 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 卷号: 18, 期号: 3, 页码: 1012-1025
Authors:  Peng, Qinglan;  Xia, Yunni;  Zhou, MengChu;  Luo, Xin;  Wang, Shu;  Wang, Yuandou;  Wu, Chunrong;  Pang, Shanchen;  Lin, Mingwei
Favorite  |  View/Download：184/0  |  Submit date：2021/08/20
Reliability  Mobile handsets  Mobile applications  Device-to-device communication  Cloud computing  Service computing  Quality of service  Intelligent optimization  Krill-Herd algorithm  mobile computing  mobile opportunistic network  mobile service composition  service reliability  
Influence of the three Gorges Reservoir on the shrinkage of China's two largest freshwater lakes 期刊论文
GLOBAL AND PLANETARY CHANGE, 2019, 卷号: 177, 页码: 45-55
Authors:  Zhou, Yongqiang;  Ma, Jianrong;  Zhang, Yunlin;  Li, Jingbao;  Feng, Lian;  Zhang, Yibo;  Shi, Kun;  Brookes, Justin D.;  Jeppesen, Erik
Adobe PDF(5295Kb)  |  Favorite  |  View/Download：313/0  |  Submit date：2019/06/24
the Three Gorges Reservoir (TGR)  Impoundment  Area shrinkage  Lake Dongting  Lake Poyang  
Autonomic decentralized elasticity based on a reinforcement learning controller for cloud applications 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 卷号: 94, 页码: 765-780
Authors:  Nouri, Seyed Mohammad Reza;  Li, Han;  Venugopal, Srikumar;  Guo, Wenxia;  He, MingYun;  Tian, Wenhong
Adobe PDF(2063Kb)  |  Favorite  |  View/Download：166/0  |  Submit date：2019/04/18
Cloud computing  Autonomic decentralized elasticity  Reinforcement learning  Resource provisioning  Cloud applications  
Elastic-net regularized latent factor analysis-based models for recommender systems 期刊论文
NEUROCOMPUTING, 2019, 卷号: 329, 页码: 66-74
Authors:  Wang, Dexian;  Chen, Yanbin;  Guo, Junxiao;  Shi, Xiaoyu;  He, Chunlin;  Luo, Xin;  Yuan, Huaqiang
Adobe PDF(1965Kb)  |  Favorite  |  View/Download：229/0  |  Submit date：2019/01/17
Big data  Recommender systems  Collaborative filtering  Latent factor analysis  Elastic-net  Regularization  Latent factor distribution