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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
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backward computation  forward computation  gradient communication  parameter communication  Parameter server  
Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2021,Volume: 28,Issue: 2
Authors:  Sarmadi,Hassan;  Entezami,Alireza;  Saeedi Razavi,Behzad;  Yuen,Ka Veng
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Damage detection  ensemble learning  environmental variability  Mahalanobis distance  structural health monitoring  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.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Chen,Junyang;  Gong,Zhiguo;  Wang,Wei;  Liu,Weiwen;  Dong,Xiao
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Collaboration  Collaborative representation learning (CRL)  Context modeling  Correlation  Data models  Electronic mail  global and local contexts  Learning systems  network embeddings  network representation learning (NRL)  Network topology  topic modeling.  
Training Feed-Forward Artificial Neural Networks with a modified artificial bee colony algorithm Journal article
Neurocomputing, 2020,Volume: 416,Page: 69-84
Authors:  Xu,Feiyi;  Pun,Chi Man;  Li,Haolun;  Zhang,Yushu;  Song,Yurong;  Gao,Hao
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Artificial bee colony  Deep learning  Feed-Forward Artificial Neural Networks  Parameter selection  
Multi-agent Reinforcement Learning for Green Energy Powered IoT Networks with Random Access Conference paper
IEEE Vehicular Technology Conference
Authors:  Han,Mengqi;  Del Castillo,Luis Arocas;  Khairy,Sami;  Chen,Xuehan;  Cai,Lin X.;  Lin,Bin;  Hou,Fen
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adaptive random access  and energy harvesting  IoT network  multi-agent reinforcement learning  
Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Lan,Kun;  Liu,Liansheng;  Li,Tengyue;  Chen,Yuhao;  Fong,Simon;  Marques,Joao Alexandre Lobo;  Wong,Raymond K.;  Tang,Rui
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Breast cancer  Convolutional neural network  Heart disease  Leader and long-tail  Parameter optimization  Particle swarm optimization  
Inter- A nd Intra-Subject Transfer Reduces Calibration Effort for High-Speed SSVEP-Based BCIs Journal article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020,Volume: 28,Issue: 10,Page: 2123-2135
Authors:  Wong,Chi Man;  Wang,Ze;  Wang,Boyu;  Lao,Ka Fai;  Rosa,Agostinho;  Xu,Peng;  Jung,Tzyy Ping;  Chen,C. L.Philip;  Wan,Feng
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Brain-computer interface  inter-subject  intra-subject  steady-state visual evoked potential  transfer learning  
Chance Constrained Extreme Learning Machine for Nonparametric Prediction Intervals of Wind Power Generation Journal article
IEEE TRANSACTIONS ON POWER SYSTEMS, 2020,Volume: 35,Issue: 5,Page: 3869-3884
Authors:  Can Wan;  Changfei Zhao;  Yonghua Song
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Prediction Interval  Forecasting  Wind Power  Chance Constraint  Extreme Learning Machine  Dc Optimization  
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8561-8576
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
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Image Restoration  Structural Sparse Representation  Simultaneous Nonlocal Self-similarity  Gaussian Mixture Model  Adaptive Parameter Adjusting