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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:36/0  |  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  
ParaML: A Polyvalent Multicore Accelerator for Machine Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777
作者:  Zhou, Shengyuan;  Guo, Qi;  Du, Zidong;  Liu, Daofu;  Chen, Tianshi;  Li, Ling;  Liu, Shaoli;  Zhou, Jinhong;  Temam, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji
收藏  |  浏览/下载:56/0  |  提交时间:2020/12/10
Neural networks  Machine learning  Testing  Support vector machines  Linear regression  Computers  Computer architecture  Accelerator  machine learning (ML) techniques  multicore accelerator  
Support vector analysis of large-scale data based on kernels with iteratively increasing order 期刊论文
JOURNAL OF SUPERCOMPUTING, 2016, 卷号: 72, 期号: 9, 页码: 3297-3311
作者:  Chen, Bo-Wei;  He, Xinyu;  Ji, Wen;  Rho, Seungmin;  Kung, Sun-Yuan
收藏  |  浏览/下载:42/0  |  提交时间:2019/12/13
Support vector analysis  Big data analysis  Kernel ridge regression (KRR)  Ridge support vector machine (Ridge SVM)  
Affective Visualization and Retrieval for Music Video 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2010, 卷号: 12, 期号: 6, 页码: 510-522
作者:  Zhang, Shiliang;  Huang, Qingming;  Jiang, Shuqiang;  Gao, Wen;  Tian, Qi
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/16
Affective content analysis  affective visualization  dimensional affective model  support vector regression  
Dynamic compensation of Nonlinear sensors by a learning-from-examples approach 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2008, 卷号: 57, 期号: 8, 页码: 1689-1694
作者:  Marconato, Anna;  Hu, Mingqing;  Boni, Andrea;  Petri, Dario
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/16
dynamic compensation  low power  microcontroller implementation  reduced-set methods  support vector machines for regression (SVRs)  wireless sensor networks (WSNs)  
The theoretical analysis of FDA and applications 期刊论文
PATTERN RECOGNITION, 2006, 卷号: 39, 期号: 6, 页码: 1199-1204
作者:  Tao, Q;  Wu, GW;  Wang, J
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/16
classification  Fisher discriminant analysis  support vector machines  LS-SVM  regression