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Overlapping Communication with Computation in Parameter Server for Scalable DL Training Journal article
IEEE Transactions on Parallel and Distributed Systems, 2021,Volume: 32,Issue: 9,Page: 2144-2159
Authors:  Wang,Shaoqi;  Pi,Aidi;  Zhou,Xiaobo;  Wang,Jun;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/05/31
backward computation  forward computation  gradient communication  parameter communication  Parameter server  
GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Information Sciences, 2021,Volume: 544,Page: 117-134
Authors:  Yiyang Yang;  Sucheng Deng;  Juan Lu;  Yuhong Li;  Zhiguo Gong;  Leong Hou U;  Zhifeng Hao
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Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/03
Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
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Classification  Gaussian Process  Multi-view  View-shared  View-specific  
CDIMC-net: Cognitive deep incomplete multi-view clustering network Conference paper
IJCAI International Joint Conference on Artificial Intelligence, IJCAI 2020, 1 January 2021 - null
Authors:  Wen,Jie;  Zhang,Zheng;  Xu,Yong;  Zhang,Bob;  Fei,Lunke;  Xie,Guo Sen
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Operating Reserve Quantification Using Prediction Intervals of Wind Power: An Integrated Probabilistic Forecasting and Decision Model Journal article
IEEE Transactions on Power Systems, 2021
Authors:  Zhao,Changfei;  Wan,Can;  Song,Yonghua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Forecasting  machine learning  mixed integer linear programming  Operating reserve  prediction interval  probabilistic forecasting  Probabilistic logic  Stochastic processes  Uncertainty  Upper bound  Wind forecasting  wind power  Wind power generation  
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2020,Volume: 30,Page: 1423-1438
Authors:  Zhiyu Zhu;  Junhui Hou;  Jie Chen;  Huanqiang Zeng;  Jiantao Zhou
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Hyperspectral Imagery  Super-resolution  Image Fusion  Deep Learning  Zero-mean Normalization  Cross-modality  
Towards cost-effective service migration in mobile edge: A Q-learning approach Journal article
Journal of Parallel and Distributed Computing, 2020,Volume: 146,Page: 175-188
Authors:  Wang,Yang;  Cao,Shan;  Ren,Hongshuai;  Li,Jianjun;  Ye,Kejiang;  Xu,Chengzhong;  Chen,Xi
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Dynamic service migration  Mobile edge computing  Q-learning  Reinforcement learning  Software-defined networking  
Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Jialin Tang;  Qinglang Su;  Binghua Su;  Simon Fong;  Wei Cao;  Xueyuan Gong
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Convolutional Neural Networks (Cnn)  Local Binary Patterns (Lbp)  Ensemble Learning  Face Recognition  
Learning Salient and Discriminative Descriptor for Palmprint Feature Extraction and Identification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 12,Page: 5219-5230
Authors:  Zhao,Shuping;  Zhang,Bob
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2021/03/11
Feature Extraction  Least Square Regression (Lsr)  Palmprint Identification  Salient And Discriminative Descriptor