Computer Science ›› 2016, Vol. 43 ›› Issue (10): 63-65.doi: 10.11896/j.issn.1002-137X.2016.10.011
Previous Articles Next Articles
DING Zhi-guo, MO Yu-chang and YANG Fan
| [1] Gupta M,Gao J,Aggarwal C C,et al.Outlier Detection for Temporal Data:A Survey[J].IEEE Transactions on Knowledge and Data Engineering,2014,6(9):2250-2267 [2] Zheng Li-ming,Zou Peng,Jia Yan.How to Extract and Train the Classifier in Traffic Anomaly Detection System[J].Chinese Journal of Computers,2012,35(4):719-730(in Chinese) 郑黎明,邹鹏,贾焰.网络流量异常检测中分类器的提取与训练方法研究[J].计算机学报,2012,35(4):719-730 [3] Shen M X,Liu D R,Shann S H.Outlier detection from vehicle trajectories to discover roaming events[J].Information Sciences,2015,294:242-254 [4] Lu You,Li Wei,Luo Jun-zhou,et al.A Network User’s Abnormal Behavior Detection Approach Based on Selective Collaborative Learning[J].Chinese Journal of Computers,2014,37(1):28-41(in Chinese) 陆悠,李伟,罗军舟,等,一种基于选择性协同学习的网络用户异常行为检测方法[J].计算机学报,2014,37(1):28-41 [5] Srinivasan U.Anomalies Detection in Healthcare Services[J].It Professional,2014,6(6):12-15 [6] Zhou Dong-hua,Wei Mu-heng,Si Xiao-sheng.A Survey on Anomaly Detection,Life Prediction and Maintenance Decision for Industrial Processes[J].Acta Automatica Sinica,2013,39(6):711-722(in Chinese) 周东华,魏慕恒,司小胜.工业过程异常检测、寿命预测与维修决策的研究进展[J].自动化学报,2013,39(6):711-722 [7] Tan S C,Ting K M,Liu T F.Fast anomaly detection for strea-ming data[C]∥Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence.AAAI Press,2011,2:1511-1516 [8] Widmer G,Kubat M.Learning in the presence of concept drift and hidden contexts[J].Machine Learning,1996,3(1):69-101 [9] Li D,Liu S L,Zhang H L.A negative selection algorithm with online adaptive learning under small samples for anomaly detection[J].Neurocomputing,2015,9:515-525 [10] Liu F T,Ting K M,Zhou Z H.Isolation-Based Anomaly Detection[J].ACM Transactions on Knowledge Discovery from Data,2012,6(1):1-39 [11] Daneshpazhouh A,Sami A.Entropybased outlier detectionusing semi-supervised approach with few positive examples[J].Pattern Recognition Letters,2014,9:77-84 [12] Quinn J A,Sugiyama M.A least-squares approach to anomaly detection in static and sequential data[J].Pattern Recognition Letters,2014,0:36-40 [13] He H,Chen S,Li K,et al.Incremental learning from stream da-ta[J].IEEE Transactions on Neural Networks and Learning Systems,2011,2(12):1901-1914 [14] Ando S,Thanomphongphan T,Seki Y,et al.Ensemble anomaly detection from multi-resolution trajectory features[J].Data Mining and Knowledge Discovery,2015,9(1):39-83 [15] Minku L L,Yao X.DDD:A New Ensemble Approach for Dea-ling with Concept Drift[J].IEEE Transactions on Knowledge and Data Engineering,2012,4(4):619-633 [16] Chang W C,Cho C W.Online Boosting for Vehicle Detection[J].IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics,2010,0(3):892-902 [17] UCI Machine Learning Repository .http://archive.ics.uci.edu/ml/datasets.html [18] Hand D J,Tillr J.A simple generalisation of the area under the ROC curve for multiple class classification problems[J].Machine Learning,2001,5(2):171-186 |
| No related articles found! |
|
||
Home