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Modelling semantics across multiple time series and its applications 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2015, 卷号: 85, 页码: 27-36
作者:  Qiao, Zhi;  Huang, Guangyan;  He, Jing;  Zhang, Peng;  Zhang, Yanchun;  Guo, Li
收藏  |  浏览/下载：113/0  |  提交时间：2019/12/13
Multiple time series  Semantics analysis  Prediction  Anomaly detection  
Locating multiple sources in social networks under the SIR model: A divide-and-conquer approach 期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2015, 卷号: 10, 页码: 278-287
作者:  Zang, Wenyu;  Zhang, Peng;  Zhou, Chuan;  Guo, Li
收藏  |  浏览/下载：95/0  |  提交时间：2019/12/13
Social network mining  Source locating  Community detection  
Robust ensemble learning for mining noisy data streams 期刊论文
DECISION SUPPORT SYSTEMS, 2011, 卷号: 50, 期号: 2, 页码: 469-479
作者:  Zhang, Peng;  Zhu, Xingquan;  Shi, Yong;  Guo, Li;  Wu, Xindong
收藏  |  浏览/下载：153/0  |  提交时间：2019/12/16
Data stream  Classification  Ensemble learning  Noise  Concept drifting  
A lightweight web server anomaly detection method based on transductive scheme and genetic algorithms 期刊论文
COMPUTER COMMUNICATIONS, 2008, 卷号: 31, 期号: 17, 页码: 4018-4025
作者:  Li, Yang;  Guo, Li;  Tian, Zhi-Hong;  Lu, Tian-Bo
收藏  |  浏览/下载：130/0  |  提交时间：2019/12/16
Network security  Web server anomaly detection  TCM-KNN algorithm  Genetic algorithm  
An active learning based TCM-KNN algorithm for supervised network intrusion detection 期刊论文
COMPUTERS & SECURITY, 2007, 卷号: 26, 期号: 7-8, 页码: 459-467
作者:  Li, Yang;  Guo, Li
收藏  |  浏览/下载：121/0  |  提交时间：2019/12/16
network security  intrusion detection  TCM-KNN (Transductive Confidence Machines for K-Nearest Neighbors)  algorithm  machine learning  active learning  
Efficient filtering query indexing in data stream 期刊论文
WEB INFORMATION SYSTEMS - WISE 2006 WORKSHOPS, PROCEEDINGS, 2006, 卷号: 4256, 页码: 1-12
作者:  Wang, Ying;  Bai, Shuo;  Tan, Jianlong;  Guo, Li
收藏  |  浏览/下载：110/0  |  提交时间：2019/12/16
filtering query  query indexing  predicate index  data stream