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An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 11, 页码: 3129-3140
作者:  Li, Kun;  Yuan, Liang;  Zhang, Yunquan;  Chen, Gongwei
收藏  |  浏览/下载：40/0  |  提交时间：2022/12/07
Clustering algorithms  Training  Mathematical models  Computational modeling  Libraries  Kernel  Support vector machines  Distributed machine learning  scalable algorithm  large-scale clustering  parallel regression  
Macromolecules Structural Classification With a 3D Dilated Dense Network in Cryo-Electron Tomography 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 卷号: 19, 期号: 1, 页码: 209-219
作者:  Gao, Shan;  Han, Renmin;  Zeng, Xiangrui;  Liu, Zhiyong;  Xu, Min;  Zhang, Fa
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Cryo-electron tomography  image classification  convolution neural network  
A joint energy efficiency optimization scheme based on marginal cost and workload prediction in data centers 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2021, 卷号: 32, 页码: 14
作者:  Ji, Kaixuan;  Zhang, Fa;  Chi, Ce;  Song, Penglei;  Zhou, Biyu;  Marahatta, Avinab;  Liu, Zhiyong
收藏  |  浏览/下载：49/0  |  提交时间：2021/12/01
Data center  Energy efficiency  Task scheduling  Cooling system  Marginal cost  Workload prediction  
DETECTOR: structural information guided artifact detection for super-resolution fluorescence microscopy image 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2021, 卷号: 12, 期号: 9, 页码: 5751-5769
作者:  Gao, Shan;  Xu, Fan;  Li, Hongjia;  Xue, Fudong;  Zhang, Mingshu;  Xu, Pingyong;  Zhang, Fa
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods  
Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks 期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: SUPPL 3, 页码: 14
作者:  Zhang, Enze;  Zhang, Boheng;  Hu, Shaohan;  Zhang, Fa;  Liu, Zhiyong;  Wan, Xiaohua
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
Protein pattern recognition  DNNs  Multi-class and multi-label  Label imbalance  High-throughput microscopy images  
Improving energy efficiency in colocation data centers for demand response 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2021, 卷号: 29, 页码: 14
作者:  Chi, Ce;  Zhang, Fa;  Ji, Kaixuan;  Marahatta, Avinab;  Liu, Zhiyong
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Colocation data center  Mechanism design  Energy efficiency  Approximation algorithm  Truthfulness  
Compressed sensing improved iterative reconstruction-reprojection algorithm for electron tomography 期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 页码: 19
作者:  Li, Lun;  Han, Renmin;  Zhang, Zhaotian;  Guo, Tiande;  Liu, Zhiyong;  Zhang, Fa
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Electron tomography  Compressed sensing  Matching pursuit  Iterative reconstruction-reprojection  
WP-SGD: Weighted parallel SGD for distributed unbalanced-workload training system 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 卷号: 145, 页码: 202-216
作者:  Cheng Daning;  Li Shigang;  Zhang Yunquan
收藏  |  浏览/下载：57/0  |  提交时间：2020/12/10
SGD  Unbalanced workload  SimuParallel SGD  Distributed system  
Live-SIMBA: an ImageJ plug-in for the universal and accelerated single molecule-guided Bayesian localization super resolution microscopy (SIMBA) method 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2020, 卷号: 11, 期号: 10, 页码: 5842-5859
作者:  Li, Hongjia;  Xu, Fan;  Gao, Shan;  Zhang, Mingshu;  Xue, Fudong;  Xu, Pingyong;  Zhang, Fa
收藏  |  浏览/下载：61/0  |  提交时间：2020/12/10