I-IncLOF: Improved incremental local outlier detection for data streams - Karimian, S. H.; Kelarestaghi, M.; Hashemi, S. (2012 16th CSI International Symposium on Artificial Intelligence and Signal Processing, 2012)
Keywords: Accuracy; Algorithm design and analysis; Anomaly Detection; Clustering algorithms; Computational efficiency; Data mining; Data Streams; Gaussian distribution; k-distance; Locat Outlier Factor; Outlier; sliding window; Training data