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Interrelated Dense Pattern Detection in Multilayer Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 11, 页码: 6462-6476
作者:  Feng, Wenjie;  Wang, Li;  Hooi, Bryan;  Ng, See Kiong;  Liu, Shenghua
收藏  |  浏览/下载:47/0  |  提交时间:2025/06/25
Nonhomogeneous media  Matrix decomposition  Diseases  Cross layer design  Image edge detection  Task analysis  Optimization  Multilayer network  dense subgraph detection  interrelated pattern mining  algorithm design  
Node Embedding Preserving Graph Summarization 期刊论文
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2024, 卷号: 18, 期号: 6, 页码: 19
作者:  Zhou, Houquan;  Liu, Shenghua;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载:89/0  |  提交时间:2024/12/06
Graph summarization  hierarchical clustering  node embedding  
Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 3, 页码: 1356-1370
作者:  Feng, Wenjie;  Liu, Shenghua;  Koutra, Danai;  Cheng, Xueqi
收藏  |  浏览/下载:115/0  |  提交时间:2024/05/20
Approximation algorithms  Image edge detection  Heuristic algorithms  Greedy algorithms  Optimization  Collaboration  Task analysis  Algorithm  anomaly detection  dense subgraph  graph spectral theory  large graph mining  
CGCNImp: a causal graph convolutional network for multivariate time series imputation 期刊论文
PEERJ COMPUTER SCIENCE, 2022, 卷号: 8, 页码: 23
作者:  Liu, Caizheng;  Cui, Guangfan;  Liu, Shenghua
收藏  |  浏览/下载:93/0  |  提交时间:2022/12/07
Multivariate time series imputation  Graph causal analysis  Graph neural network  Deep neural network  
On the Cybernetics of Crowdsourcing Innovation: A Process Model 期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 27255-27269
作者:  Lin, Lei;  Shen, Huawei;  Liu, Shenghua;  Xu, Li;  Cheng, Xueqi
收藏  |  浏览/下载:134/0  |  提交时间:2022/12/07
Technological innovation  Crowdsourcing  Task analysis  Systematics  Problem-solving  Collective intelligence  Process control  Collaborative work  collective intelligence  crowdsourcing  cybernetics  knowledge management  open innovation  problem-solving  
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:120/0  |  提交时间:2021/12/01
Pattern recognition  Large graph mining  Micro-clusters  Anomaly detection  Histogram  
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:149/0  |  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