2 papers
stat.ML2017
Symbolic Analysis-based Reduced Order Markov Modeling of Time Series Data
Devesh K Jha, Nurali Virani, Jan Reimann +2
This paper presents a technique for reduced-order Markov modeling for compact representation of time-series data. In this work, symbolic dynamics-based tools have been used to infe…
stat.ML2017
A textual transform of multivariate time-series for prognostics
Abhay Harpale, Abhishek Srivastav
Prognostics or early detection of incipient faults is an important industrial challenge for condition-based and preventive maintenance. Physics-based approaches to modeling fault p…