Displaying results 1 - 1 of 1
-
Learning Stable Multivariate Baseline Models for Outbreak Detection
Content Type: Abstract
We propose a novel technique for building generative models of real-valued multivariate time series data streams. Such models are of considerable utility as baseline simulators in anomaly detection systems. The proposed algorithm, based on Linear… read more… sequences of realistic baselines using small samples of training data. Document … sequences of realistic baselines using small samples of training data. BACKGROUND Time series analysis is an … In both cases, our method is able to use very little training data to learn a stable model that captures the …