103 citations · 250 across the 29 of their papers we have counts for
3 papers · 1 filter
Performance Analysis: Discovering Semi-Markov Models From Event Logs
Anna Kalenkova, Lewis Mitchell, Matthew Roughan
Process mining is a well-established discipline of data analysis focused on the discovery of process models from information systems' event logs. Recently, an emerging subarea of p…
Em-K Indexing for Approximate Query Matching in Large-scale ER
Samudra Herath, Matthew Roughan, Gary Glonek
Accurate and efficient entity resolution (ER) is a significant challenge in many data mining and analysis projects requiring integrating and processing massive data collections. It…
Unravelling Graph-Exchange File Formats
Matthew Roughan, Jonathan Tuke
A graph is used to represent data in which the relationships between the objects in the data are at least as important as the objects themselves. Over the last two decades nearly a…