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HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 6, 页码: 1167-1184
作者:  Ren, Rui;  Cheng, Jiechao;  He, Xi-Wen;  Wang, Lei;  Zhan, Jian-Feng;  Gao, Wan-Ling;  Luo, Chun-Jie
收藏  |  浏览/下载：41/0  |  提交时间：2020/12/10
Big Data system  spatio-temporal correlation  rule-based diagnosis  machine learning  
An automatic short-answer grading model for semi-open-ended questions 期刊论文
INTERACTIVE LEARNING ENVIRONMENTS, 2019, 页码: 14
作者:  Zhang, Lishan;  Huang, Yuwei;  Yang, Xi;  Yu, Shengquan;  Zhuang, Fuzhen
收藏  |  浏览/下载：84/0  |  提交时间：2019/12/10
Machine learning  short-answer grading  text analysis  classification  auto-grading  
Multi-Antenna Channel Interpolation via Tucker Decomposed Extreme Learning Machine 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 卷号: 68, 期号: 7, 页码: 7160-7163
作者:  Zhang, Han;  Ai, Bo;  Xu, Wenjun;  Xu, Li;  Cui, Shuguang
收藏  |  浏览/下载：68/0  |  提交时间：2019/12/10
Channel interpolation  extreme learning machine  tensor decomposition  
Pedestrian Walking Distance Estimation Based on Smartphone Mode Recognition 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 9, 页码: 23
作者:  Wang, Qu;  Ye, Langlang;  Luo, Haiyong;  Men, Aidong;  Zhao, Fang;  Ou, Changhai
收藏  |  浏览/下载：76/0  |  提交时间：2019/08/16
indoor positioning  machine learning  pedestrian dead reckoning  stride length estimation  smartphone mode recognition  
A Data-Driven Approach to Client-Transparent Access Selection of Dual-Band WiFi 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2019, 卷号: 16, 期号: 1, 页码: 321-333
作者:  Zhang, Jun;  Zhang, Guangxing;  Wu, Qinghua;  Liao, Binbin;  Xie, Gaogang
收藏  |  浏览/下载：74/0  |  提交时间：2019/08/16
Dual-band WiFi  access selection  machine learning  
A Fast Indoor/Outdoor Transition Detection Algorithm Based on Machine Learning 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 23
作者:  Zhu, Yida;  Luo, Haiyong;  Wang, Qu;  Zhao, Fang;  Ning, Bokun;  Ke, Qixue;  Zhang, Chen
收藏  |  浏览/下载：82/0  |  提交时间：2019/08/16
machine learning  quickly switching  GNSS measurements  indoor  outdoor detection  seamless indoor and outdoor navigation and positioning  smartphone  
Trends on Methods for Prediction of Tandem Mass Spectra of Peptides 期刊论文
PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS, 2019, 卷号: 46, 期号: 2, 页码: 169-180
作者:  Zhou Xie-Xuan;  Ren Rui;  Gao Wan-Ling;  Huang Yun-You;  Zeng Wen-Feng;  Kong De-Fei;  Hao Tian-Shu;  Zhang Zhi-Fei;  Zhan Jian-Feng
收藏  |  浏览/下载：236/0  |  提交时间：2019/04/03
mass spectrometry  proteomics  mobile proton model  machine learning  deep learning  
Hybrid incremental learning of new data and new classes for hand-held object recognition 期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2019, 卷号: 58, 页码: 138-148
作者:  Chen, Chengpeng;  Min, Weiqing;  Li, Xue;  Jiang, Shuqiang
收藏  |  浏览/下载：71/0  |  提交时间：2019/04/03
Incremental learning  Object recognition  SVM  Human-machine interaction  
Trend-Smooth: Accelerate Asynchronous SGD by Smoothing Parameters Using Parameter Trends 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 156848-156859
作者:  Cui, Guoxin;  Guo, Jiafeng;  Fan, Yixing;  Lan, Yanyan;  Cheng, Xueqi
收藏  |  浏览/下载：35/0  |  提交时间：2020/12/10
Training  Market research  Acceleration  Convergence  Servers  Stochastic processes  Machine learning  Parameter trend  asynchronous SGD  accelerate training  
Model Aggregation Method for Data Parallelism in Distributed Real-Time Machine Learning of Smart Sensing Equipment 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 172065-172073
作者:  Fan, Yuchen;  Zhang, Jilin;  Zhao, Nailiang;  Ren, Yongjian;  Wan, Jian;  Zhou, Li;  Shen, Zhongyu;  Wang, Jue;  Zhang, Juncong;  Wei, Zhenguo
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/10
Distributed machine learning  stochastic gradient descent  model aggregation method  smart sensing equipment