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A Contrast Metric for Fraud Detection in Rich Graphs 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 12, 页码: 2235-2248
作者:  Liu, Shenghua;  Hooi, Bryan;  Faloutsos, Christos
收藏  |  浏览/下载：53/0  |  提交时间：2020/12/10
Image edge detection  Topology  Measurement  Robustness  Time series analysis  Tensile stress  Manuals  Graph mining  time series  fraud detection  contrast suspiciousness  
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  
Parameter Estimation with the Ordered l(2) Regularization via an Alternating Direction Method of Multipliers 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 20, 页码: 17
作者:  Humayoo, Mahammad;  Cheng, Xueqi
收藏  |  浏览/下载：82/0  |  提交时间：2020/12/10
ADMM  big data  feature selection  optimization  ridge regression  ordered regularization  elastic net  
A Study on Big Knowledge and Its Engineering Issues 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 9, 页码: 1630-1644
作者:  Lu, Ruqian;  Jin, Xiaolong;  Zhang, Songmao;  Qiu, Meikang;  Wu, Xindong
收藏  |  浏览/下载：73/0  |  提交时间：2019/12/10
Big data  knowledge engineering  big data knowledge engineering  big knowledge  massiveness characteristics  big-knowledge system  big-knowledge engineering  life cycle  
Profit optimization in service-oriented data market: A Stackelberg game approach 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 卷号: 95, 页码: 17-25
作者:  Shen, Bo;  Shen, Yulong;  Ji, Wen
收藏  |  浏览/下载：76/0  |  提交时间：2019/08/16
Internet of vehicles  Big data  Deep learning  Economics  Pricing  
A reconfigurable 4-GS/s power-efficient floating-point FFT processor design and implementation based on single-sided binary-tree decomposition 期刊论文
INTEGRATION-THE VLSI JOURNAL, 2019, 卷号: 66, 页码: 164-172
作者:  Wei, Xing;  Yang, Haigang;  Li, Wei;  Huang, Zhihong;  Yin, Tao;  Yu, Le
收藏  |  浏览/下载：85/0  |  提交时间：2019/08/16
Floating-point  Fast fourier transform (FFT)  Mixed-radix  Multi-path delay feedback (MDF)  Binary-tree decomposition  Twiddle factor  Fused FP arithmetic unit  
From Social to Individuals: A Parsimonious Path of Multi-Level Models for Crowdsourced Preference Aggregation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 4, 页码: 844-856
作者:  Xu, Qianqian;  Xiong, Jiechao;  Cao, Xiaochun;  Huang, Qingming;  Yao, Yuan
收藏  |  浏览/下载：84/0  |  提交时间：2019/08/16
Preference aggregation  HodgeRank  mixed-effects models  linearized bregman iterations  personalized ranking  position bias  
PIM-WEAVER: A High Energy-efficient, General-purpose Acceleration Architecture for String Operations in Big Data Processing 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2019, 卷号: 21, 页码: 129-142
作者:  Li, Wenming;  Ye, Xiaochun;  Wang, Da;  Zhang, Hao;  Tang, Zhimin;  Fan, Dongrui;  Sun, Ninghui
收藏  |  浏览/下载：133/0  |  提交时间：2019/08/16
PIM  String operations  Acceleration architecture  Big data  HMC  
Venice: An Effective Resource Sharing Architecture for Data Center Servers 期刊论文
ACM TRANSACTIONS ON COMPUTER SYSTEMS, 2019, 卷号: 36, 期号: 1, 页码: 26
作者:  Zhao, Boyan;  Hou, Rui;  Dong, Jianbo;  Huang, Michael;  Mckee, Sally A.;  Zhang, Qianlong;  Liu, Yueji;  Li, Ye;  Zhang, Lixin;  Meng, Dan
收藏  |  浏览/下载：270/0  |  提交时间：2019/08/16
Interconnect fabric  resource sharing  scheduling  data center architecture  
Aggregating correlated cold data to minimize the performance degradation and power consumption of cold storage nodes 期刊论文
JOURNAL OF SUPERCOMPUTING, 2019, 卷号: 75, 期号: 2, 页码: 662-687
作者:  Hu, Cheng;  Deng, Yuhui
收藏  |  浏览/下载：69/0  |  提交时间：2019/08/16
Big data  Clustered storage system  Power state switching  Energy-aware  Data placement  Data correlation