FCAD: Feature-based Clipped Representation for Time Series Anomaly Detection
暂无分享,去创建一个
[1] Qi Zhang,et al. Feature-Based Dividing Symbolic Time Series Representation for Streaming Data Processing , 2018, 2018 9th International Conference on Information Technology in Medicine and Education (ITME).
[2] Eamonn J. Keogh,et al. Finding Unusual Medical Time-Series Subsequences: Algorithms and Applications , 2006, IEEE Transactions on Information Technology in Biomedicine.
[3] Jugal K. Kalita,et al. A Survey of Outlier Detection Methods in Network Anomaly Identification , 2011, Comput. J..
[4] Eamonn J. Keogh,et al. HOT SAX: efficiently finding the most unusual time series subsequence , 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).
[5] Yu Peng,et al. Intelligent pattern analysis and anomaly detection of satellite telemetry series with improved time series representation , 2018, J. Intell. Fuzzy Syst..
[6] Wei Luo,et al. Multi-resolution representation with recurrent neural networks application for streaming time series in IoT , 2019, Comput. Networks.
[7] Daniel Nikovski,et al. Exemplar learning for extremely efficient anomaly detection in real-valued time series , 2015, Data Mining and Knowledge Discovery.
[8] Hans-Peter Kriegel,et al. LOF: identifying density-based local outliers , 2000, SIGMOD '00.
[9] Yupeng Hu,et al. Feature-Based Online Representation Algorithm for Streaming Time Series Similarity Search , 2020, Int. J. Pattern Recognit. Artif. Intell..
[10] Duong Tuan Anh,et al. An Improvement of PIP for Time Series Dimensionality Reduction and Its Index Structure , 2010, 2010 Second International Conference on Knowledge and Systems Engineering.
[11] Tomasz Andrysiak. Machine Learning Techniques Applied to Data Analysis and Anomaly Detection in ECG Signals , 2016, Appl. Artif. Intell..
[12] Tak-chung Fu,et al. Flexible time series pattern matching based on perceptually important points , 2001 .
[13] VARUN CHANDOLA,et al. Anomaly detection: A survey , 2009, CSUR.
[14] Eamonn J. Keogh,et al. Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases , 2001, Knowledge and Information Systems.
[15] Tuan Anh Duong,et al. Time series similarity search based on Middle points and Clipping , 2011, 2011 3rd Conference on Data Mining and Optimization (DMO).
[16] Eamonn J. Keogh,et al. A symbolic representation of time series, with implications for streaming algorithms , 2003, DMKD '03.
[17] Eamonn J. Keogh,et al. A Novel Bit Level Time Series Representation with Implication of Similarity Search and Clustering , 2005, PAKDD.