Process mining: a research agenda

WMP Van der Aalst, AJMM Weijters - Computers in industry, 2004 - Elsevier
Enterprise information systems support and control operational business processes ranging
from simple internal back-office processes to complex interorganizational processes …

A review of business process mining: state‐of‐the‐art and future trends

A Tiwari, CJ Turner, B Majeed - Business Process Management …, 2008 - emerald.com
Purpose–This paper seeks to examine the area of business process mining, providing an
overview of state‐of‐the‐art techniques. An outline of the main problems experienced in the …

Workflow mining: Discovering process models from event logs

W Van der Aalst, T Weijters… - IEEE transactions on …, 2004 - ieeexplore.ieee.org
Contemporary workflow management systems are driven by explicit process models, ie, a
completely specified workflow design is required in order to enact a given workflow process …

The Daikon system for dynamic detection of likely invariants

MD Ernst, JH Perkins, PJ Guo, S McCamant… - Science of computer …, 2007 - Elsevier
Daikon is an implementation of dynamic detection of likely invariants; that is, the Daikon
invariant detector reports likely program invariants. An invariant is a property that holds at a …

Dynamically discovering likely program invariants to support program evolution

MD Ernst, J Cockrell, WG Griswold… - Proceedings of the 21st …, 1999 - dl.acm.org
Explicitly stated program invariants can help programmers by identifying program properties
that must be preserved when modifying code. In practice, however, these invariants are …

Workflow mining: A survey of issues and approaches

WMP Van der Aalst, BF Van Dongen, J Herbst… - Data & knowledge …, 2003 - Elsevier
Many of today's information systems are driven by explicit process models. Workflow
management systems, but also ERP, CRM, SCM, and B2B, are configured on the basis of a …

Rediscovering workflow models from event-based data using little thumb

AJMM Weijters… - Integrated Computer …, 2003 - content.iospress.com
Contemporary workflow management systems are driven by explicit process models, ie, a
completely specified workflow design is required in order to enact a given workflow process …

Genetic process mining: an experimental evaluation

AKA de Medeiros, AJMM Weijters… - Data mining and …, 2007 - Springer
One of the aims of process mining is to retrieve a process model from an event log. The
discovered models can be used as objective starting points during the deployment of …

[PDF][PDF] Static and dynamic analysis: Synergy and duality

MD Ernst - WODA 2003: ICSE Workshop on Dynamic Analysis, 2003 - academia.edu
This paper presents two sets of observations relating static and dynamic analysis. The first
concerns synergies between static and dynamic analysis. Wherever one is utilized, the other …

[PDF][PDF] The concept of dynamic analysis

T Ball - ACM SIGSOFT Software Engineering Notes, 1999 - dl.acm.org
Dynamic analysis is the analysis of the properties of a running program. In this paper, we
explore two new dynamic analyses based on program profiling: Frequency Spectrum …