281 citations · 819 across the 24 of their papers we have counts for
3 papers · 1 filter
Temporal data mining for root-cause analysis of machine faults in automotive assembly lines
Srivatsan Laxman, Basel Shadid, P. S. Sastry +1
Engine assembly is a complex and heavily automated distributed-control process, with large amounts of faults data logged everyday. We describe an application of temporal data minin…
Statistical Inference of Functional Connectivity in Neuronal Networks using Frequent Episodes
Casey Diekman, Kohinoor Dasgupta, Vijay Nair +2
Identifying the spatio-temporal network structure of brain activity from multi-neuronal data streams is one of the biggest challenges in neuroscience. Repeating patterns of precise…
Discovering general partial orders in event streams
Avinash Achar, Srivatsan Laxman, Raajay Viswanathan +1
Frequent episode discovery is a popular framework for pattern discovery in event streams. An episode is a partially ordered set of nodes with each node associated with an event typ…