50 citations · 61 across the 4 of their papers we have counts for
4 papers
A Survey of Approaches for Event Sequence Analysis and Visualization using the ESeVis Framework
Anton Yeshchenko, Jan Mendling
Event sequence data is increasingly available. Many business operations are supported by information systems that record transactions, events, state changes, message exchanges, and…
Process Model Forecasting Using Time Series Analysis of Event Sequence Data
Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy +2
Process analytics is an umbrella of data-driven techniques which includes making predictions for individual process instances or overall process models. At the instance level, vari…
Visual Drift Detection for Sequence Data Analysis of Business Processes
Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling +1
Event sequence data is increasingly available in various application domains, such as business process management, software engineering, or medical pathways. Processes in these dom…
Comprehensive Process Drift Detection with Visual Analytics
Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling +1
Recent research has introduced ideas from concept drift into process mining to enable the analysis of changes in business processes over time. This stream of research, however, has…