Belief network discovery from event logs for business process analysis

Workflow mining: discovering process models from event logs

Wil M. P. van der Aalst, Ton Weijters, Laura Măruşter · IEEE Transactions on Knowledge and Data Engineering · 2004 · 2.2K citations

Engineering, Computer Science, Information Systems +16

Loopy Belief Propagation for Approximate Inference: An Empirical Study

Kevin P. Murphy, Yair Weiss, Michael I. Jordan · arXiv (Cornell University) · 2013 · 1.5K citations · Full text

Computing, Computer Science, Algorithms +15

Discovering models of software processes from event-based data

Jonathan Cook, Alexander L. Wolf · ACM Transactions on Software Engineering and Methodology · 1998 · 874 citations · Full text

Computing, Computer Science, Data Mining +9

Replaying history on process models for conformance checking and performance analysis

Wil M. P. van der Aalst, Arya Adriansyah, Boudewijn F. van Dongen · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2012 · 726 citations

Business, Information Systems, Business Process Management +14

Workflow control-flow patterns : a revised view

NC Nick Russell, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst et al. · Data Archiving and Networked Services (DANS) · 2006 · 504 citations · Full text

Engineering, Computer Science, Information Systems +17