Anomaly Detection in Wireless Sensor Networks ◾ 303
39. S. Papadimitriou, H. Kitagawa, P.B. Gibbons, and C. Faloutsos. LOCI: Fast outlier
detection using the local correlation integral. Proceedings of the IEEE International
Conference on Data Engineering, USA, pp. 315–326, 2003.
40. W. Daniel. Graduate Texts in Mathematics: An Introduction to Markov Processes. Springer,
USA, 178, 2005.
41. P. Dymarski. Hidden Markov Models: eory and applications. In Tech, 314, 2011.
42. I. C. Paschalidis and Y. Chen. Anomaly detection in sensor networks based on large
deviations of markov chain models. 47th IEEE Conference Decision and Control,
Mexico, pp. 2338–2343, 2008.
43. Y. Gao, C. Chen, J. Bu, W. Dong, and D. He. ICAD: Indirect correlation based ...