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Research Output 2002 2019

2019
1 Downloads (Pure)

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
Reverse engineering
Software architecture
Recovery
1 Downloads (Pure)

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

Design Patterns
Software System
Software
Process Mining
State Observer
3 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

Data Structures
Alignment
Time Complexity
Computing
Data storage equipment

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
1 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

Benchmarking
Labels
Alignment
Process model
Violations
15 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
4 Downloads (Pure)
Open Access
File
Data storage equipment
Industry
Statistics
Experiments

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

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

2018
4 Citations (Scopus)

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
Open source software
3 Citations (Scopus)
2 Downloads (Pure)

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

2 Citations (Scopus)
1 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

Operator
Information systems
Data storage equipment
Process Mining
Relational Database
4 Citations (Scopus)

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

Identification (control systems)

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

Data Model
Process Model
Alignment
Computing
Shortest Path Problem
16 Citations (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 International Publishing Switzerland. 277 p.

Research output: Book/ReportBookAcademic

Repair
Students
Process model
Industry
Process mining
3 Citations (Scopus)
1 Downloads (Pure)

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

Data storage equipment
Relational Database
Data structures
Scalability
Engines
4 Citations (Scopus)
64 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
2 Citations (Scopus)

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

Alignment
Computing
Petri nets
Petri Nets
Data storage equipment
12 Citations (Scopus)
101 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
12 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
5 Citations (Scopus)

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

Cost Function
Synchronization
Cost functions
Alignment
Shortest Path Problem
19 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
6 Citations (Scopus)

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

Petri nets
Recovery
Experiments
Deviation
Process Mining
2 Citations (Scopus)
3 Downloads (Pure)

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

Process Mining
Information systems
Preprocessing
Information Systems
Relational database systems
1 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

Labels
Process engineering

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

Model structures
Testing
2017
14 Citations (Scopus)

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 (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

Process Model
Alignment
Model
Heuristics
Computing
7 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

Alignment
Trace
Clustering
Concept Drift
Incompleteness
3 Citations (Scopus)
3 Downloads (Pure)

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

Business Process
Methodology
Industry
Process Mining
Business process
1 Citation (Scopus)
2 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

Hierarchical Model
Process Model
Decomposition
Process Mining
Plug-in
3 Citations (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

Process Mining
Social Networks
Data acquisition
Scalability
Relational Database
7 Citations (Scopus)
1 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

Electric sparks
Telecommunication networks

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
1 Citation (Scopus)
5 Downloads (Pure)

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

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

10 Citations (Scopus)
2 Downloads (Pure)

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

Alignment
Metric
Trace
Process Mining
Cross-validation

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

11 Citations (Scopus)

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

Information use
5 Citations (Scopus)
109 Downloads (Pure)

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
9 Citations (Scopus)

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

1 Downloads (Pure)

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

4 Citations (Scopus)
3 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

Process Mining
Business Process
Industry
Cooperative Networks
Resources
2015
19 Citations (Scopus)
1 Downloads (Pure)

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

Inductive logic programming (ILP)
Linear programming
Industry

BPI Challenge 2015

Dongen, B. F. V., 2015.

Research output: Contribution to conferenceOtherAcademic

municipality
flow control
attribute
resource
prediction
63 Downloads (Pure)

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
Linear programming
Inductive logic programming (ILP)
6 Citations (Scopus)

Genetic Process Mining: Alignment-based Process Model Mutation

Eck, van, M. L., Buijs, J. C. A. M. & Dongen, van, B. F., 2015, Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers). Fournier, F. & Mendling, J. (eds.). Berlin: Springer, p. 291-303 12 p. (Lecture Notes in Business Information Processing; vol. 202).

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

Open Access
Miners