Find Research Output

Search concepts
Selected filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016

Author

  • Wil M.P. van der Aalst
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 Citation (Scopus)
2 Downloads (Pure)

A model-based framework to automatically generate semi-real data for evaluating data analysis techniques

Li, G., de Carvalho, R. M. & van der Aalst, W. M. P., 5 May 2019, ICEIS 2019 - Proceedings of the 21st International Conference on Enterprise Information Systems. Brodsky, A., Filipe, J., Smialek, M. & Hammoudi, S. (eds.). SCITEPRESS-Science and Technology Publications, Lda., p. 213-220 8 p.

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

Open Access

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

1 Downloads (Pure)

Case notion discovery and recommendation: automated event log building on databases

de Murillas, E. G. L., Reijers, H. A. & van der Aalst, W. M. P., 2019, (Accepted/In press) In : Knowledge and Information Systems.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
1 Citation (Scopus)

Connecting databases with process mining: a meta model and toolset

González López de Murillas, E., Reijers, H. A. & van der Aalst, W. M. P., 4 Apr 2019, In : Software and Systems Modeling. 18, 2, p. 1209-1247 39 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
7 Citations (Scopus)
121 Downloads (Pure)

Data-driven usability test scenario creation

van Eck, M. L., Markslag, E., Sidorova, N., Brosens-Kessels, A. & van der Aalst, W. M. P., 1 Jan 2019, Human-Centered Software Engineering - 7th IFIP WG 13.2 International Working Conference, HCSE 2018, Revised Selected Papers. Lárusdóttir, M. K., Winckler, M., Kuusinen, K., Palanque, P. & Bogdan, C. (eds.). Cham: Springer, p. 88-108 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11262 LNCS).

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

1 Citation (Scopus)
2 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

1 Downloads (Pure)

Discovering high-level BPMN process models from event data

Kalenkova, A., Burattin, A., de Leoni, M., van der Aalst, W. & Sperduti, A., 2 Sep 2019, In : Business Process Management Journal. 25, 5, p. 995-1019 25 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Discovering more precise process models from event logs by filtering out chaotic activities

Tax, N., Sidorova, N. & van der Aalst, W. M. P., 15 Feb 2019, In : Journal of Intelligent Information Systems. 52, 1, p. 107-139 33 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
12 Citations (Scopus)
64 Downloads (Pure)

Evaluating conformance measures in process mining using conformance propositions

Syring, A. F., Tax, N. & van der Aalst, W. M. P., 21 Nov 2019, Transactions on Petri Nets and Other Models of Concurrency XIV. Koutny, M., Pomello, L. & Kristensen, L. M. (eds.). Springer, p. 192-221 30 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

Generating time-based label refinements to discover more precise process models

Tax, N., Alasgarov, E. E., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 2019, In : Journal of Ambient Intelligence and Smart Environments. 11, 2, p. 165-182 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
70 Downloads (Pure)

Guided interaction exploration and performance analysis in artifact-centric process models

van Eck, M. L., Sidorova, N. & van der Aalst, W. M. P., 1 Dec 2019, In : Business and Information Systems Engineering. 61, 6, p. 649-663 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
13 Downloads (Pure)

Improving merging conditions for recomposing conformance checking

Lee, W. L. J., Munoz-Gama, J., Verbeek, H. M. W., van der Aalst, W. M. P. & Sepúlveda, M., 1 Jan 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). Cham: Springer, p. 31-43 13 p. (Lecture Notes in Business Information Processing; vol. 342).

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

Open Access
File
22 Downloads (Pure)

Multi-instance mining: discovering synchronisation in artifact-centric processes

van Eck, M. L., Sidorova, N. & van der Aalst, W. M. P., 1 Jan 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). Cham: Springer, p. 18-30 13 p. (Lecture Notes in Business Information Processing; vol. 342).

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

1 Citation (Scopus)
1 Downloads (Pure)

Object-centric behavioral constraint models: a hybrid model for behavioral and data perspectives

Li, G., De Carvalho, R. M. & van der Aalst, W. M. P., 8 Apr 2019, Proceeding SAC '19 Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing. New York: Association for Computing Machinery, Inc, p. 48-56 9 p.

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

Open Access
File
16 Downloads (Pure)
3 Citations (Scopus)

Predictive performance monitoring of material handling systems using the performance spectrum

Denisov, V., Fahland, D. & van der Aalst, W. M. P., 1 Jun 2019, Proceedings - 2019 International Conference on Process Mining, ICPM 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 137-144 8 p. 8786068

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

1 Downloads (Pure)

What if process predictions are not followed by good recommendations?

Dees, M., de Leoni, M., van der Aalst, W. M. P. & Reijers, H. A., 1 Jan 2019, 17th International Conference on Business Process Management 2019 Industry Forum: Proceedings of the Industry Forum at BPM 2019 co-located with 17th International Conference on Business Process Management (BPM 2019). vom Brocke, J., Mendling, J. & Rosemann, M. (eds.). CEUR-WS.org, p. 61-72 12 p. (CEUR Workshop Proceedings; vol. 2428).

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

Open Access
File
15 Downloads (Pure)
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
6 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)
Open Access
File
5 Citations (Scopus)
45 Downloads (Pure)

Analysis of Images, Social Networks and Texts, 6th International Conference, AIST 2017, Moscow, Russia, July 27-29, 2017 : revised selected papers

van der Aalst, W. M. P. (ed.), Ignatov, D. I. (ed.), Khachay, M. (ed.), Kuznetsov, S. O. (ed.), Lempitsky, V. (ed.), Lomazova, I. A. (ed.), Loukachevitch, N. (ed.), Napoli, A. (ed.), Panchenko, A. (ed.), Pardalos, P. M. (ed.), Savchenko, A. V. (ed.) & Wasserman, S. (ed.), 1 Jan 2018, Berlin: Springer. (Lecture Notes in Computer Science)

Research output: Book/ReportBook editingAcademicpeer-review

Blockchains for business process management - Challenges and opportunities

Mendling, J., Weber, I., van der Aalst, W. M. P., vom Brocke, J., Cabanillas, C., Daniel, F., Debois, S., Di Ciccio, C., Dumas, M., Dustdar, S., Gal, A., García-Bañuelos, L., Governatori, G., Hull, R., La Rosa, M., Leopold, H., Leymann, F., Recker, J., Reichert, M., Reijers, H. A. & 12 others, Rinderlema, S., Solti, A., Rosemann, M., Schulte, S., Singh, M. P., Slaats, T., Staples, M., Weber, B., Weidlich, M., Weske, M., Xu, X. & Zhu, L., 1 Feb 2018, In : ACM Transactions on Management Information Systems. 9, 1, 16 p., 4.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
119 Citations (Scopus)
4 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

5 Citations (Scopus)

Configurable event correlation for process discovery from object-centric event data

Li, G., Medeiros De Carvalho, R. & van der Aalst, W. M. P., 5 Sep 2018, Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers, p. 203-210 8 p.

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

4 Citations (Scopus)
2 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

3 Citations (Scopus)
1 Downloads (Pure)

Detection and interactive repair of event ordering imperfection in process logs

Dixit, P. M., Suriadi, S., Andrews, R., Wynn, M. T., ter Hofstede, A. H. M., Buijs, J. C. A. M. & van der Aalst, W. M. P., 1 Jan 2018, Advanced Information Systems Engineering - 30th International Conference, CAiSE 2018, Proceedings. Springer, p. 274-290 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10816 LNCS).

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

7 Citations (Scopus)

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
9 Citations (Scopus)
74 Downloads (Pure)

E-government services: comparing real and expected user behavior

Kalenkova, A. A., Ageev, A. A., Lomazova, I. A. & van der Aalst, W. M. P., 1 Jan 2018, Business Process Management Workshops: BPM 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers. Teriente, E. & Weidlich, M. (eds.). Dordrecht: Springer, p. 484-496 13 p. (Lecture Notes in Business Information Processing; vol. 308).

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

6 Citations (Scopus)
1 Downloads (Pure)

Event abstraction for process mining using supervised learning techniques

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 2018, Proceedings of the SAI Intelligent Systems Conference (IntelliSys 2016), 21-22 September 2016, London, United Kingdom. Bi, Y., Kapoor, S. & Bhatia, R. (eds.). Berlin: Springer, p. 251-269 19 p. (Lecture Notes in Networks and Systems; vol. 15).

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

11 Citations (Scopus)
5 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
17 Citations (Scopus)
125 Downloads (Pure)

Extracting object-centric event logs to support process mining on databases

Li, G., de Murillas, E. G. L., de Carvalho, R. M. & van der Aalst, W. M. P., 1 Jan 2018, Information Systems in the Big Data Era - CAiSE Forum 2018, Proceedings. Mendling, J. & Mouratidis, H. (eds.). Springer, p. 182-199 18 p. (Lecture Notes in Business Information Processing; vol. 317).

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

9 Citations (Scopus)
1 Downloads (Pure)

Fast conformance analysis based on activity log abstraction

Dixit, P. M., Verbeek, H. M. W. & van der Aalst, W. M. P., Oct 2018, Proceedings - 2018 IEEE 22nd International Enterprise Distributed Object Computing Conference, EDOC 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 135-144 10 p. 8536157

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

2 Citations (Scopus)

Fast incremental conformance analysis for interactive process discovery

Dixit, P. M., Buijs, J. C. A. M., Verbeek, H. M. W. & van der Aalst, W. M. P., 1 Jan 2018, Business Information Systems - 21st International Conference, BIS 2018, Proceedings. Abramowicz, W. & Paschke, A. (eds.). Cham: Springer, p. 163-175 13 p. (Lecture Notes in Business Information Processing; vol. 320).

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

2 Citations (Scopus)

Guided process discovery: a pattern-based approach

Mannhardt, F., de Leoni, M., Reijers, H. A., van der Aalst, W. M. P. & Toussaint, P., Jul 2018, In : Information Systems. 76, p. 1-18 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
15 Citations (Scopus)
221 Downloads (Pure)

Hierarchical performance analysis for process mining

Leemans, M., van der Aalst, W. M. P. & van den Brand, M. G. J., 26 May 2018, Proceedings of the 2018 International Conference on Software and System Process, ICSSP 2018. Association for Computing Machinery, Inc, p. 96-105 10 p.

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

5 Citations (Scopus)
2 Downloads (Pure)

Improving process discovery results by filtering outliers using conditional behavioural probabilities

Sani, M. F., van Zelst, S. J. & van der Aalst, W. M. P., 2018, Business Process Management Workshops - BPM 2017 International Workshops, Revised Papers. Berlin: Springer, p. 216-229 14 p. (Lecture Notes in Business Information Processing; vol. 308).

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

12 Citations (Scopus)

Incremental computation of synthesis rules for free-choice Petri nets

Dixit, P. M., Verbeek, H. M. W. & van der Aalst, W. M. P., 1 Jan 2018, Formal Aspects of Component Software - 15th International Conference, FACS 2018, Proceedings. Ölveczky, P. C. & Bae, K. (eds.). Cham: Springer, p. 97-117 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11222 LNCS).

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

Interactive data-driven process model construction

Dixit, P. M., Verbeek, H. M. W., Buijs, J. C. A. M. & van der Aalst, W. M. P., 1 Jan 2018, Conceptual Modeling - 37th International Conference, ER 2018, Proceedings. Li, Z., Trujillo, J. C., Du, X., Lee, M. L., Davis, K. C., Ling, T. W. & Li, G. (eds.). Cham: Springer, p. 251-265 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11157 LNCS).

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

2 Citations (Scopus)

Interest-driven discovery of local process models

Tax, N., Dalmas, B., Sidorova, N., van der Aalst, W. M. P. & Norre, S., Sep 2018, In : Information Systems. 77, p. 105-117 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Lifecycle-Based Process Performance Analysis

Hompes, B. F. A. & van der Aalst, W. M. P., 22 Oct 2018, On the Move to Meaningful Internet Systems. OTM 2018 Conferences - Confederated International Conferences: CoopIS, C and TC, and ODBASE 2018, Proceedings. Proper, H. A., Meersman, R., Ardagna, C. A., Panetto, H., Debruyne, C. & Roman, D. (eds.). Cham: Springer, p. 336-353 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11229 LNCS).

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

2 Citations (Scopus)

Linking data and process perspectives for conformance analysis

Alizadeh, M., Lu, X., Fahland, D., Zannone, N. & van der Aalst, W. M. P., Mar 2018, In : Computers and Security. 73, p. 172-193 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

12 Citations (Scopus)

Local process model discovery: bringing petri nets to the pattern mining world

Tax, N., Sidorova, N., van der Aalst, W. M. P. & Haakma, R., 1 Jan 2018, Application and Theory of Petri Nets and Concurrency: 39th International Conference, PETRI NETS 2018, Bratislava, Slovakia, June 24-29, 2018, Proceedings. Khohamenko, V. & Roux, O. H. (eds.). Dordrecht: Springer, p. 374-384 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10877 LNCS).

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

4 Citations (Scopus)
1 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)

Mining local process models with constraints efficiently: applications to the analysis of smart home data

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 27 Dec 2018, Proceedings - 2018 International Conference on Intelligent Environments, IE 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 56-63 8 p. 8595032

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

2 Citations (Scopus)

Mining process model descriptions of daily life through event abstraction

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 1 Jan 2018, Intelligent Systems and Applications: Extended and Selected Results from the SAI Intelligent Systems Conference (IntelliSys) 2016. Kapoor, S., Bhatia, R. & Bi, Y. (eds.). Berlin: Springer, p. 83-104 22 p. (Studies in Computational Intelligence; vol. 751).

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

6 Citations (Scopus)

Preface

van der Aalst, W. M. P., Ignatov, D. I., Khachay, M., Kuznetsov, S. O., Lempitsky, V., Lomazova, I. A., Loukachevitch, N., Napoli, A., Panchenko, A., Pardalos, P. M., Savchenko, A. V. & Wasserman, S., 1 Jan 2018, Analysis of Images, Social Networks and Texts. Springer, p. V-VII (Lecture Notes in Computer Science; vol. 10716).

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

Process variant comparison: using event logs to detect differences in behavior and business rules

Bolt, A., de Leoni, M. & van der Aalst, W. M. P., May 2018, In : Information Systems. 74, 1, p. 53-66 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

8 Citations (Scopus)
2 Downloads (Pure)

ProDiGy: Human-in-the-loop process discovery

Dixit, P. M., Buijs, J. C. A. M. & van der Aalst, W. M. P., 6 Jul 2018, 2018 12th International Conference on Research Challenges in Information Science, RCIS 2018. Piscataway: IEEE Computer Society, p. 1-12 12 p.

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

2 Citations (Scopus)
1 Downloads (Pure)