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Research Output 2002 2019

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Article
2019

Enabling efficient process mining on large data sets: realizing an in-database process mining operator

Dijkman, R., Gao, J., Syamsiyah, A., van Dongen, B., Grefen, P. & ter Hofstede, A., 19 May 2019, In : Distributed and Parallel Databases.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Mathematical operators
Data base
Process mining
Operator
Algebra
9 Downloads (Pure)
Open Access
File
Data storage equipment
Industry
Statistics
Experiments
2018
7 Citations (Scopus)
68 Downloads (Pure)

Discovering workflow nets using integer linear programming

van Zelst, S. J., van Dongen, B. F., van der Aalst, W. M. P. & Verbeek, H. M. W., May 2018, In : Computing. 100, 5, p. 529-556

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Integer Linear Programming
Linear programming
Work Flow
Inductive logic programming (ILP)
Process Mining
13 Citations (Scopus)
116 Downloads (Pure)

Event stream-based process discovery using abstract representations

van Zelst, S. J., van Dongen, B. F. & van der Aalst, W. M. P., 1 Feb 2018, In : Knowledge and Information Systems. 54, 2, p. 407-435 29 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Industry
Data storage equipment
21 Downloads (Pure)

Native directly follows operator

Syamsiyah, A., Dongen, B. F. V. & Dijkman, R. M., 5 Jun 2018, In : arXiv. 12 p.

Research output: Contribution to journalArticleAcademic

Open Access
File
Information systems
2015
52 Citations (Scopus)
98 Downloads (Pure)

Measuring precision of modeled behavior

Adriansyah, A., Munoz-Gama, J., Carmona, J., Dongen, van, B. F. & Aalst, van der, W. M. P., 2015, In : Information Systems and e-Business Management. 13, 1, p. 37-67 31 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Experiments
Compliance
2014
51 Citations (Scopus)
23 Downloads (Pure)

Quality dimensions in process discovery : the importance of fitness, precision, generalization and simplicity

Buijs, J. C. A. M., Dongen, van, B. F. & Aalst, van der, W. M. P., 2014, In : International Journal of Cooperative Information Systems. 23, 1, p. 1440001/1-39 39 p.

Research output: Contribution to journalArticleAcademicpeer-review

2013
105 Downloads (Pure)

Controlling break-the-glass through alignment

Adriansyah, A., Dongen, van, B. F. & Zannone, N., 2013, In : Advanced Science Express. 2, 4, p. 198-212 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Glass
Specifications
70 Downloads (Pure)

Privacy analysis of user behavior using alignments

Adriansyah, A., Dongen, van, B. F. & Zannone, N., 2013, In : IT - Information Technology. 55, 6, p. 255-260 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Industry
Data privacy
Access control
Information systems
2012
349 Citations (Scopus)
8 Downloads (Pure)
2011
2 Downloads (Pure)

Robust performance analysis on YAWL process models with advanced constructs

Adriansyah, A., Dongen, van, B. F., Piessens, D. A. M., Wynn, M. T. & Adams, M., 2011, In : Journal of Information Technology Theory and Application. 12, 3, p. 5-26

Research output: Contribution to journalArticleAcademicpeer-review

Industry
405 Citations (Scopus)
2 Downloads (Pure)

Similarity of business process models : metrics and evaluation

Dijkman, R. M., Dumas, M., Dongen, van, B. F., Käärik, R. & Mendling, J., 2011, In : Information Systems. 36, 2, p. 498-516 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

Industry
Labels
Search engines
Topology
2010
209 Citations (Scopus)
302 Downloads (Pure)

Process mining : a two-step approach to balance between underfitting and overfitting

Aalst, van der, W. M. P., Rubin, V. A., Verbeek, H. M. W., Dongen, van, B. F., Kindler, E. & Günther, C. W., 2010, In : Software and Systems Modeling. 9, 1, p. 87-111 25 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Process Mining
Overfitting
Transition Systems
Model
Process Model
2009
120 Citations (Scopus)
7 Downloads (Pure)

Process discovery using integer linear programming

Werf, van der, J. M. E. M., Dongen, van, B. F., Hurkens, C. A. J. & Serebrenik, A., 2009, In : Fundamenta Informaticae. 94, 3-4, p. 387-412

Research output: Contribution to journalArticleAcademicpeer-review

Integer Linear Programming
Petri nets
Linear programming
Petri Nets
Process Model
2008
131 Citations (Scopus)
1 Downloads (Pure)

Detection and prediction of errors in EPCs of the SAP reference model

Mendling, J., Verbeek, H. M. W., Dongen, van, B. F., Aalst, van der, W. M. P. & Neumann, G., 2008, In : Data & Knowledge Engineering. 64, 1, p. 312-329

Research output: Contribution to journalArticleAcademicpeer-review

Reference model
Prediction
Process model
Empirical evidence
Logistic regression
18 Citations (Scopus)
4 Downloads (Pure)

Getting rid of the OR-joins and multple start events in business process models

Mendling, J., Dongen, van, B. F. & Aalst, van der, W. M. P., 2008, In : Enterprise Information Systems. 2, 4, p. 403-419

Research output: Contribution to journalArticleAcademicpeer-review

Industry
Petri nets
Join
Business process model
Information systems
2007
488 Citations (Scopus)
1 Downloads (Pure)

Business process mining : an industrial application

Aalst, van der, W. M. P., Reijers, H. A., Weijters, A. J. M. M., Dongen, van, B. F., Alves De Medeiros, A. K., Song, M. S. & Verbeek, H. M. W., 2007, In : Information Systems. 32, 5, p. 713-732

Research output: Contribution to journalArticleAcademicpeer-review

Industrial applications
Industry
Public works
Enterprise resource planning
Process control
67 Citations (Scopus)
1 Downloads (Pure)
Industry
Semantics
2006
1 Downloads (Pure)

Errors in the SAP reference model

Mendling, J., Aalst, van der, W. M. P., Dongen, van, B. F. & Verbeek, H. M. W., 2006, In : BPTrends. 4, 6, p. 1-5

Research output: Contribution to journalArticleProfessional

Industry
Information systems
4 Downloads (Pure)

Fouten in SAP-referentiemodel

Aalst, van der, W. M. P., Dongen, van, B. F., Mendling, J. & Verbeek, H. M. W., 2006, In : De Automatisering Gids. 40, 20, p. 17-17

Research output: Contribution to journalArticleProfessional

2 Downloads (Pure)

SAP's Referenzmodell : Sand im Getriebe

Mendling, J., Neumann, G., Aalst, van der, W. M. P., Dongen, van, B. F. & Verbeek, H. M. W., 2006, In : IX Magazin fuer professionelle Informationstechnik. 13, 8, p. 131-133

Research output: Contribution to journalArticleProfessional

2003
800 Citations (Scopus)

Workflow mining : A survey of issues and approaches

Aalst, van der, W. M. P., Dongen, van, B. F., Herbst, J., Maruster, L., Schimm, G. & Weijters, A. J. M. M., 2003, In : Data & Knowledge Engineering. 47, 2, p. 237-267

Research output: Contribution to journalArticleAcademicpeer-review