[1] |
Hawkins D . Identification of Outliers[M]. London: Chapman and Hall, 1980: 188.
|
[2] |
王宏鼎, 童云海, 谭少华 , 等. 异常点挖掘研究进展[J]. 智能系统学报, 2006,1(1):67-73.
|
[3] |
孙哲南, 张兆翔, 王威, 刘菲, 谭铁牛 . 2019年人工智能新态势与新进展[J]. 数据与计算发展前沿, 2019,1(06):1-16.
|
[4] |
Hung W L, Yang M S . An omission approach for detecting outliers in fuzzy regression models[J]. Fuzzy sets and systems, 2006,157(23):3109-3122.
doi: 10.1016/j.fss.2006.08.004
|
[5] |
Liu X, Cheng G, Wu J X . Analyzing outliers cautiously[J]. IEEE Transactions on Knowledge and Data Engineering, 2002,14(2):432-437.
doi: 10.1109/69.991726
|
[6] |
高妮, 贺毅岳, 高岭 . 海量数据环境下用于入侵检测的深度学习方法[J]. 计算机应用研究, 2018,35(4):1197-1200.
|
[7] |
Wen Tailai, Keyes R . Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning[J]. arXiv preprint arXiv: 1905. 13628, 2019.
|
[8] |
Rivero J, Ribeiro B, Chen N , et al. A grassmannian approach to zero-shot learning for network intrusion detection [C]// International Conference on Neural Information Processing. Cham: Springer International Publishing, 2017: 565-575.
|
[9] |
王习特, 申德荣, 白梅, 聂铁铮, 寇月, 于戈 . BOD:一种高效的分布式离群点检测算法[J]. 计算机学报, 2016,39(01):36-51.
|
[10] |
Breunig M M, Kriegel H P, Ng R T, et al. LOF: identifying density-based local outliers [C] .Proceedings of the 2000 ACM SIGMOD international conference on Management of data. 2000: 93-104.
|
[11] |
Jin W, Tung A K H, Han J, et al. Ranking outliers using symmetric neighborhood relationship[C]. Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, Berlin, Heidelberg, 2006: 577-593.
|
[12] |
Tang J, Chen Z, Fu A W C, et al. Enhancing effectiveness of outlier detections for low density patterns[C]. Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, Berlin, Heidelberg, 2002: 535-548.
|
[13] |
Xue A, Ju S, He W , et al. Study on algorithms for local outlier detection[J]. CHINESE JOURNAL OF COMPUTERS-CHINESE EDITION-, 2007,30(8):1455.
|
[14] |
Ni W, Chen G, Lu J , et al. Local entropy based weighted subspace outlier mining algorithm[J]. Journal of Computer Research and Development, 2008,45(7):1189-1192.
|
[15] |
Papadimitriou S, Kitagawa H, Gibbons P B, et al. Loci: Fast outlier detection using the local correlation integral[C]. Proceedings 19th international conference on data engineering (Cat. No. 03CH37405). IEEE, 2003: 315-326.
|
[16] |
岳峰, 邱保志 . 基于反向K近邻的孤立点检测算法[J]. 计算机工程与应用, 2007,43(7):182-184.
|