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EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 卷号: 115, 页码: 236-250
作者:  Feng, Wenjie;  Liu, Shenghua;  Faloutsos, Christos;  Hooi, Bryan;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载:39/0  |  提交时间:2021/12/01
Pattern recognition  Large graph mining  Micro-clusters  Anomaly detection  Histogram  
Roulette: A Pruning Framework to Train a Sparse Neural Network From Scratch 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 51134-51145
作者:  Zhong, Qiaoling;  Zhang, Zhibin;  Qiu, Qiang;  Cheng, Xueqi
收藏  |  浏览/下载:47/0  |  提交时间:2021/12/01
Network pruning  inference acceleration  model compression  multiple GPUs  
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:61/0  |  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