Process mining

Using real event data to X-ray business processes helps ensure conformance between design and reality.

[1]  Boudewijn F. van Dongen,et al.  ProM 4.0: Comprehensive Support for Real Process Analysis , 2007, ICATPN.

[2]  Jacques Wainer,et al.  Algorithms for anomaly detection of traces in logs of process aware information systems , 2013, Inf. Syst..

[3]  Martin Hilbert,et al.  The World’s Technological Capacity to Store, Communicate, and Compute Information , 2011, Science.

[4]  Jon Espen Ingvaldsen,et al.  Model-Based Business Process Mining , 2005, Inf. Syst. Manag..

[5]  Wil M. P. van der Aalst,et al.  Using Process Mining to Generate Accurate and Interactive Business Process Maps , 2009, BIS.

[6]  J. Manyika.  Big data: The next frontier for innovation, competition, and productivity , 2011 .

[7]  Wil M. P. van der Aalst,et al.  Conformance checking of processes based on monitoring real behavior , 2008, Inf. Syst..

[8]  Wil M. P. van der Aalst,et al.  Process Mining - Discovery, Conformance and Enhancement of Business Processes , 2011 .

[9]  Daniel Gillblad,et al.  Discovering Process Models from Unlabelled Event Logs , 2009, BPM.

[10]  Ricardo Seguel,et al.  Process Mining Manifesto , 2011, Business Process Management Workshops.

[11]  Yuchun Xu,et al.  Process mining: from theory to practice , 2012, Bus. Process. Manag. J..

[12]  Boudewijn F. van Dongen,et al.  The ProM Framework: A New Era in Process Mining Tool Support , 2005, ICATPN.

[13]  Wil M. P. van der Aalst,et al.  Semantic Process Mining Tools: Core Building Blocks , 2008, ECIS.

[14]  Alexander L. Wolf,et al.  Discovering models of software processes from event-based data , 1998, TSEM.

[15]  Wil M. P. van der Aalst,et al.  Process Mining Applied to the Test Process of Wafer Scanners in ASML , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[16]  Wil M. P. van der Aalst,et al.  Trace Clustering in Process Mining , 2008, Business Process Management Workshops.

[17]  John Domingue,et al.  An Outlook on Semantic Business Process Mining and Monitoring , 2007, OTM Workshops.

[18]  Jan Vanthienen,et al.  IEEE Task force on process mining , 2011 .

[19]  Thomas H. Davenport,et al.  Process Innovation: Reengineering Work Through Information Technology , 1992 .

[20]  Jon Espen Ingvaldsen.  Ontology-Driven Business Process Intelligence , 2011 .

[21]  Kees M. van Hee,et al.  Auditing 2.0: Using Process Mining to Support Tomorrow's Auditor , 2010, Computer.

[22]  Fabio Casati,et al.  Business Process Intelligence , 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

[23]  Wil M. P. van der Aalst,et al.  A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs , 2005, Data Mining and Knowledge Discovery.

[24]  Wil M. P. van der Aalst,et al.  Fuzzy Mining - Adaptive Process Simplification Based on Multi-perspective Metrics , 2007, BPM.

[25]  Henk Corporaal,et al.  Semantic concepts in product usage monitoring and analysis , 2008 .

[26]  Wil M. P. van der Aalst,et al.  Process mining: a research agenda , 2004, Comput. Ind..

[27]  Rafael Accorsi,et al.  On the exploitation of process mining for security audits: the conformance checking case , 2012, SAC '12.

[28]  Boudewijn F. van Dongen,et al.  XES, XESame, and ProM 6 , 2010, CAiSE Forum.

[29]  Wil M. P. van der Aalst,et al.  Business Process Management in the Large , 2011, Bus. Inf. Syst. Eng..

[30]  Jianmin Wang,et al.  A novel approach for process mining based on event types , 2007, IEEE International Conference on Services Computing (SCC 2007).

[31]  Hajo A. Reijers,et al.  Discovering Social Networks from Event Logs , 2005, Computer Supported Cooperative Work (CSCW).

[32]  Jan Mendling,et al.  Understanding the Occurrence of Errors in Process Models Based on Metrics , 2007, OTM Conferences.

[33]  Wil M. P. van der Aalst,et al.  Workflow mining: discovering process models from event logs , 2004, IEEE Transactions on Knowledge and Data Engineering.

[34]  Heikki Mannila,et al.  Principles of Data Mining , 2001, Undergraduate Topics in Computer Science.

[35]  M. Hammer,et al.  Reengineering the Corporation , 1993 .

[36]  Michael Rosemann,et al.  Workflow-based process monitoring and controlling-technical and organizational issues , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[37]  Fabio Casati,et al.  Semantic Analysis of Business Process Executions , 2002, EDBT.

[38]  Francesco Folino,et al.  Discovering expressive process models from noised log data , 2009, IDEAS '09.