• 7078 Citations
20022021

Research output per year

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Research Output

2020

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., 1 Mar 2020, In : Distributed and Parallel Databases. 38, 1, p. 227-253 27 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
6 Downloads (Pure)
2019

A general framework to identify software components from execution data

Liu, C., van Dongen, B. F., Assy, N. & van der Aalst, W. M. P., 5 May 2019, ENASE 2019 - Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering. Spanoudakis, G., Damiani, E., Maciaszek, L. & Maciaszek, L. (eds.). SCITEPRESS-Science and Technology Publications, Lda., p. 234-241 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
1 Downloads (Pure)

A tour in process mining: from practice to algorithmic challenges

van der Aalst, W., Carmona, J., Chatain, T. & van Dongen, B., 1 Jan 2019, Transactions on Petri Nets and Other Models of Concurrency XIV. Koutny, M., Pomello, L. & Kristensen, L. M. (eds.). Springer, p. 1-35 35 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11790 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Detecting behavioral design patterns from software execution data

Liu, C., van Dongen, B. F., Assy, N. & van der Aalst, W. M. P., 29 Jun 2019, Evaluation of Novel Approaches to Software Engineering - 13th International Conference, ENASE 2018, Revised Selected Papers. Damiani, E., Spanoudakis, G. & Maciaszek, L. A. (eds.). Cham: Springer, p. 137-164 28 p. (Communications in Computer and Information Science; vol. 1023).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Downloads (Pure)

Efficiently computing alignments: algorithm and datastructures

van Dongen, B. F., 29 Jan 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). Springer, p. 44-55 12 p. (Lecture Notes in Business Information Processing; vol. 342).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Downloads (Pure)

Improving alignment computation using model-based preprocessing

Syamsiyah, A. & van Dongen, B. F., 1 Jun 2019, Proceedings - 2019 International Conference on Process Mining, ICPM 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 73-80 8 p. 8786043

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Downloads (Pure)

Leren van processen

van Dongen, B., 18 Oct 2019, Eindhoven: Technische Universiteit Eindhoven. 24 p.

Research output: Book/ReportInaugural speechAcademic

Open Access
File
35 Downloads (Pure)
Open Access
File
13 Downloads (Pure)

Preface

Hildebrandt, T., van Dongen, B. F., Röglinger, M. & Mendling, J., 1 Jan 2019, Business Process Management Forum: BPM Forum 2019, Vienna, Austria, September 1–6, 2019, Proceedings. Hildebrandt, T., van Dongen, B. F., Röglinger, M. & Mendling, J. (eds.). Cham: Springer, p. v 1 p. (Lecture Notes in Business Information Processing; vol. 360).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptAcademic

Preface

Hildebrandt, T., Röglinger, M., van Dongen, B. F. & Mendling, J., 1 Jan 2019, Business Process Management: 17th International Conference, BPM 2019, Vienna, Austria, September 1–6, 2019, Proceedings. Hildebrandt, T., van Dongen, B., Röglinger, M. & Mendling, J. (eds.). Cham: Springer, p. v-vi 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11675).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptAcademic

Open Access
2018

A framework to support behavioral design pattern detection from software execution data

Liu, C., van Dongen, B., Assy, N. & van der Aalst, W. M. P., 1 Jan 2018, ENASE 2018 - Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering. SCITEPRESS-Science and Technology Publications, Lda., p. 65-76 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
4 Citations (Scopus)

A general framework to detect behavioral design patterns

Liu, C., van Dongen, B., Assy, N. & van der Aalst, W. M. P., 27 May 2018, Proceedings - International Conference on Software Engineering. IEEE Computer Society, p. 234-235 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
2 Downloads (Pure)

A native operator for process discovery

Syamsiyah, A., van Dongen, B. F. & Dijkman, R. M., 1 Jan 2018, Database and Expert Systems Applications - 29th International Conference, DEXA 2018, Proceedings. Pernul, G., Hartmann, S., Ma, H., Hameurlain, A. & Wagner, R. R. (eds.). Springer, p. 292-300 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11030 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Citations (Scopus)
2 Downloads (Pure)

Component interface identification and behavioral model discovery from software execution data

Liu, C., van Dongen, B., Assy, N. & van der Aalst, W. M. P., 28 May 2018, Proceedings - 2018 ACM/IEEE 26th International Conference on Program Comprehension, ICPC 2018. New York: Association for Computing Machinery, Inc, p. 97-107 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Citations (Scopus)

Computing alignments of event data and process models

van Zelst, S. J., Bolt, A. & van Dongen, B. F., 1 Jan 2018, Transactions on Petri Nets and Other Models of Concurrency XIII. Koutny, M., Kristensen, L. M. & Penczek, W. (eds.). Berlin: Springer, p. 1-26 26 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11090 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

1 Citation (Scopus)

Conformance checking: relating processes and models, relating processes and models

Carmona, J., van Dongen, B., Solti, A. & Weidlich, M., 11 Nov 2018, Cham: Springer. 277 p.

Research output: Book/ReportBookAcademic

28 Citations (Scopus)

DB-XES: enabling process discovery in the large

Syamsiyah, A., van Dongen, B. F. & van der Aalst, W. M. P., 2018, Data-Driven Process Discovery and Analysis: 6th IFIP WG 2.6 International Symposium, SIMPDA 2016, Graz, Austria, December 15-16, 2016, Revised Selected Papers. Ceravolo, P., Guetl, C. & Rinderle-Ma, S. (eds.). Dordrecht: Springer, p. 53-77 25 p. (Lecture Notes in Business Information Processing; vol. 307).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
1 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., 1 May 2018, In : Computing. 100, 5, p. 529-556 28 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
8 Citations (Scopus)
71 Downloads (Pure)

Efficiently computing alignments: using the extended marking equation

van Dongen, B. F., 1 Jan 2018, Business Process Management - 16th International Conference, BPM 2018, Proceedings. Montali, M., Weber, I., Weske, M. & vom Brocke, J. (eds.). Cham: Springer, p. 197-214 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11080 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Citations (Scopus)

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
15 Citations (Scopus)
120 Downloads (Pure)

Introduction to the 13th International Workshop on Business Process Intelligence (BPI 2017)

van Dongen, B. F., De Weerdt, J., Burattin, A. & Claes, J., 2018, In : Lecture Notes in Business Information Processing. 308, p. 161-164 4 p.

Research output: Contribution to journalEditorialAcademicpeer-review

Open Access
File
15 Downloads (Pure)

Maximizing synchronization for aligning observed and modelled behaviour

Bloemen, V., van Zelst, S. J., van der Aalst, W. M. P., van Dongen, B. F. & van de Pol, J., 1 Jan 2018, Business Process Management - 16th International Conference, BPM 2018, Proceedings. Montali, M., Weber, I., Weske, M. & vom Brocke, J. (eds.). Cham: Springer, p. 233-249 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11080 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

6 Citations (Scopus)

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
21 Downloads (Pure)

Online conformance checking using behavioural patterns

Burattin, A., van Zelst, S. J., Armas-Cervantes, A., van Dongen, B. F. & Carmona, J., 1 Jan 2018, Business Process Management - 16th International Conference, BPM 2018, Proceedings. Montali, M., Weber, I., Weske, M. & vom Brocke, J. (eds.). Cham: Springer, p. 250-267 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11080 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

7 Citations (Scopus)

Recurrent process mining with live event data

Syamsiyah, A., van Dongen, B. F. & van der Aalst, W. M. P., 2018, Business Process Management Workshops: BPM 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers. Teniente, E. & Weidlich, M. (eds.). Dordrecht: Springer, p. 178-190 13 p. (Lecture Notes in Business Information Processing; vol. 308).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Citations (Scopus)
3 Downloads (Pure)

Similarity resonance for improving process model matching accuracy

Assy, N., van Dongen, B. F. & van der Aalst, W. M. P., 9 Apr 2018, Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018. New York: Association for Computing Machinery, Inc, p. 86-93 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
1 Downloads (Pure)

Software architectural model discovery from execution data

Liu, C., van Dongen, B. F., Assy, N. & van der Aalst, W. M. P., 2018, ENASE 2018 - Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering. p. 3-10 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2017

Aligning modeled and observed behavior: a compromise between computation complexity and quality

Van Dongen, B. F., Carmona, J., Chatain, T. & Taymouri, F., 2017, Advanced Information Systems Engineering: 29th International Conference, CAiSE 2017, Essen, Germany, June 12-16, 2017, Proceedings. Dubois, E. & Pohl, K. (eds.). Dordrecht: Springer, p. 94-109 16 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

17 Citations (Scopus)

Alignment-based trace clustering

Chatain, T., Carmona, J. & van Dongen, B. F., 2017, Conceptual Modeling - 36th International Conference, ER 2017, Proceedings. Mayr, H. C., Guizzardi, G., Ma, H. & Pastor, O. (eds.). Springer, p. 295-308 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10650 LNCS)(Information Systems and Applications, series LNISA; vol. 10650).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

8 Citations (Scopus)

Business process comparison: a methodology and case study

Syamsiyah, A., Bolt Irondo, A. J., Cheng, L., Hompes, B. F. A., Jagadeesh Chandra Bose, R. P., van Dongen, B. F. & van der Aalst, W. M. P., 2017, Business Information Systems: 20th International Conference, BIS 2017, Poznan, Poland, June 28–30, 2017, Proceedings. Abramowicz, W. (ed.). Dordrecht: Springer, p. 253-267 15 p. (Lecture Notes in Business Information Processing; vol. 288).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Citations (Scopus)
3 Downloads (Pure)

Discovering hierarchical consolidated models from process families

Assy, N., van Dongen, B. F. & van der Aalst, W. M. P., 2017, Advanced Information Systems Engineering: 29th International Conference, CAiSE 2017, Essen, Germany, June 12-16, 2017, Proceedings. Dordrecht: Springer, p. 314-329 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10253 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
2 Downloads (Pure)

Discovering social networks instantly: Moving process mining computations to the database and data entry time

Syamsiyah, A., van Dongen, B. F. & van der Aalst, W. M. P., 17 May 2017, Enterprise, Business-Process and Information Systems Modeling: 18th International Conference, BPMDS 2017, 22nd International Conference, EMMSAD 2017, Held at CAiSE 2017, Essen, Germany, June 12-13, 2017, Proceedings. Reinhartz-Berger, I., Gulden, J., Nurcan, S., Guédria, W. & Bera, P. (eds.). Dordrecht: Springer, p. 51-67 17 p. (Lecture Notes in Business Information Processing; vol. 287).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
2 Downloads (Pure)

Efficient event correlation over distributed systems

Cheng, L., van Dongen, B. F. & van der Aalst, W. M. P., 10 Jul 2017, 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017. Piscataway: Institute of Electrical and Electronics Engineers, 10 p. 7973683

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

8 Citations (Scopus)
1 Downloads (Pure)

Tuning alignment computation : an experimental evaluation

van Zelst, S. J., Bolt Iriondo, A. J. & van Dongen, B. F., 2017, Algorithms and Theories for the Analysis of Event Data 2017. Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data (ATAED 2017),Zaragoza, Spain, June 26–27, 2017. van der Aalst, W., Bergenthum, R. & Carmona, J. (eds.). p. 6-20 (CEUR Workshop Proceedings; vol. 1847).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2016

Accelerating process mining using relational databases

Syamsiyah, A., van Dongen, B. F. & van der Aalst, W. M. J., 2016, Proceedings of the 6th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016), Graz, Austria, December 15-16, 2016. p. 137-141 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
5 Downloads (Pure)

Alignment-based quality metrics in conformance checking (Summary)

van Dongen, B. F., Carmona, J. & Chatain, T., 2016, Proceedings of the 7th International Workshop on Enterprise Modeling and Information Systems Architectures, EMISA 2016: Fachgruppentreffen der GI-Fachgruppe Entwicklungsmethoden für Informationssysteme und deren Anwendung, Vienna, Austria, October 3-4, 2016. p. 87-90 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

A unified approach for measuring precision and generalization based on anti-alignments

Van Dongen, B. F., Carmona, J. & Chatain, T., 2016, Business Process Management: 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016. Proceedings. La Rosa, B., Loos, P. & Pastor, O. (eds.). Dordrecht: Springer, p. 39-56 18 p. (Lecture notes in computer science; vol. 9850).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

13 Citations (Scopus)
2 Downloads (Pure)

BPI Challenge 2016: Clicks Logged In

Dees, M. & Dongen, B. F. V., 2016, UWV.

Research output: Other contributionOther research output

BPI Challenge 2016: Clicks NOT Logged In

Dees, M. & Dongen, B. F. V., 2016, UWV.

Research output: Other contributionOther research output

BPI Challenge 2016: Complaints

Dees, M. & Dongen, B. F. V., 2016, UWV.

Research output: Other contributionOther research output

BPI Challenge 2016: Questions

Dees, M. & Dongen, B. F. V., 2016, UWV.

Research output: Other contributionOther research output

BPI Challenge 2016: Werkmap Messages

Dees, M. & Dongen, B. F. V., 2016, UWV.

Research output: Other contributionOther research output

Component behavior discovery from software execution data

Liu, C., van Dongen, B. F., Assy, N. & van der Aalst, W. M. P., 6 Dec 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI). Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

13 Citations (Scopus)

DB-XES : enabling process discovery in the large

Syamsiyah, A., van Dongen, B. F. & van der Aalst, W. M. P., 2016, Proceedings of the 6th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016), Graz, Austria, December 15-16, 2016. p. 63-77 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
5 Citations (Scopus)
120 Downloads (Pure)

Detecting drift from event streams of unpredictable business processes

Ostovar, A., Maaradji, A., La Rosa, M., ter Hofstede, A. H. M. & van Dongen, B. F. V., 2016, Conceptual Modeling: 35th International Conference, ER 2016, Gifu, Japan, November 14-17, 2016, Proceedings. Comyn-Wattiau, I., Tanaka, K., Song, I. Y., Yamamoto, S. & Saeki, M. (eds.). Berlin: Springer, p. 330-346 (Lecture Notes in Computer Science; vol. 9974).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

11 Citations (Scopus)

Introduction to the 11th International Workshop on Business Process Intelligence (BPI 2015)

van Dongen, B. F., Ferreira, D. R., De Weerdt, J. & Burattin, A., 2016, Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31 - September 3, 2015, Revised Papers . Dordrecht: Springer, p. 110-111 (Lecture Notes in Business Information Processing; vol. 256).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

1 Downloads (Pure)

Online discovery of cooperative structures in business processes

van Zelst, S. J., van Dongen, B. F. & van der Aalst, W. M. P., 2016, On the Move to Meaningful Internet Systems: OTM 2016 Conferences: Confederated International Conferences: CoopIS, C&TC, and ODBASE 2016, Rhodes, Greece, October 24-28, 2016, Proceedings. Debruyne, C., Panetto, H., Meersman, R., Dillon, T., Kühn, E., O'Sullivan, D. & Agostino Ardagna, C. (eds.). Dordrecht: Springer, p. 210-228 19 p. (Lecture Notes in Computer Science; vol. 10033).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Citations (Scopus)
3 Downloads (Pure)
2015

Avoiding over-fitting in ILP-based process discovery

Zelst, van, S. J., Dongen, van, B. F. & van der Aalst, W. M. P., 2015, Business Process Management : 13th International Conference, BPM 2015, Innsbruck, Austria, August 31 - September 3, 2015, Proceedings. Motahari-Nezhad, H. R., Recker, J. & Weidlich, M. (eds.). Dordrecht: Springer, p. 163-171 (Lecture Notes in Computer Science; vol. 9253).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

20 Citations (Scopus)
1 Downloads (Pure)

BPI Challenge 2015

Dongen, B. F. V., 2015.

Research output: Contribution to conferenceOther

Filter techniques for region-based process discovery

Zelst, van, S. J., Dongen, van, B. F. & Aalst, van der, W. M. P., 2015, BPMcenter. org. 21 p. (BPM reports; vol. 1504)

Research output: Book/ReportReportAcademic

Open Access
File
66 Downloads (Pure)