Flexible Mining of Prefix Sequences from Time-Series Traces

29 May 2019Antonio Anastasio Bruto da CostaGoran FrehsePallab Dasgupta

Mining temporal assertions from time-series data using information theory to filter real properties from incidental ones is a practically significant challenge. The problem is complex for continuous or hybrid systems because the degrees of influence on a consequent from a timed-sequence of predicates (called its prefix sequence), varies continuously over dense time intervals... (read more)

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