Detecting Anomalies in Sequential Data with Higher-order Networks.

Jian Xu Mandana Saebi Bruno Ribeiro Lance M. Kaplan Nitesh V. Chawla

Published in: CoRR (2017)

Keyphrases

sequential data
detecting anomalies
higher order
anomaly detection
hidden markov models
fixed length
sequential patterns
abnormal events
sequence data
pairwise
spatio temporal
sequential pattern mining
data sets
pattern mining
data mining applications
pattern discovery