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Research Output 2002 2019

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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

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

Process Mining
Process Model
Business Process Management
Simulation Analysis
Flow Control
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
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
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)
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

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)
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
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
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
7 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 Citation (Scopus)
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
17 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
8 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
4 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
8 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

13 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
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)
114 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
10 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

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
20 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
8 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
9 Citations (Scopus)
4 Downloads (Pure)

ILP-based process discovery using hybrid regions

Zelst, van, S. J., Dongen, van, B. F. & Aalst, van der, W. M. P., 2015, Algorithms & Theories for the Analysis of Event Data (ATAED'15, Brussels, Belgium, June 22-23, 2015). Aalst, van der, W. M. P., Bergenthum, R. & Carmona, J. (eds.). Aachen: CEUR-WS.org, p. 47-61 (CEUR Workshop Proceedings; vol. 1371).

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

Linear programming
Petri nets
5 Citations (Scopus)
6 Downloads (Pure)

Know what you stream : generating event streams from CPN Models in ProM 6

Zelst, van, S. J., Dongen, van, B. F. & Aalst, van der, W. M. P., 2015, Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015). Daniel, F. & Zugal, S. (eds.). p. 85-89 (CEUR Workshop Proceedings; vol. 1418).

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

Petri nets
Data mining
Industry
12 Citations (Scopus)
7 Downloads (Pure)

Relational XES: Data management for process mining

Dongen, van, B. F. & Shabani, S., 2015, Proceedings of the CAiSE 2015 Forum at the 27th International Conference on Advanced Information Systems Engineering, Stockholm, Sweden, June 10, 2015. Grabis, J. & Sandkuhl, K. (eds.). Aachen: CEUR-WS.org, p. 169-176 (CEUR Workshop Proceedings; vol. 1367).

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

Information management
Data storage equipment
Program processors
Data structures
Industry
2014
5 Citations (Scopus)
109 Downloads (Pure)

Data streams in ProM 6 : a single-node architecture

Zelst, van, S. J., Burattin, A., Dongen, van, B. F. & Verbeek, H. M. W., 2014, BPM Demo Sessions 2014 (co-located with BPM 2014, Eindhoven, The Netherlands, September 20, 2014). Limonad, L. & Weber, B. (eds.). CEUR-WS.org, p. 81-85 (CEUR Workshop Proceedings; vol. 1295).

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

Open Access
File
Data mining
5 Citations (Scopus)

Discovering and navigating a collection of process models using multiple quality dimensions

Buijs, J. C. A. M., Dongen, van, B. F. & Aalst, van der, W. M. P., 2014, Business Process Management Workshops (BPM 2013 International Workshops, Beijing, China, August 26, 2013, Revised Papers). Lohmann, N., Song, M. & Wohed, P. (eds.). Berlin: Springer, p. 3-14 (Lecture Notes in Business Information Processing; vol. 171).

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

3 Citations (Scopus)
1 Downloads (Pure)

Report : business process intelligence challenge 2013

Dongen, van, B. F., Weber, B., Ferreira, D. R. & De Weerdt, J., 2014, Business Process Management Workshops : BPM 2013 International Workshops, Beijing, China, August 26, 2013, Revised Papers. Lohmann, N., Song, M. & Wohed, P. (eds.). Berlin: Springer, p. 79-87 9 p. (Lecture Notes in Business Information Processing; vol. 171).

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

Industry
2013
63 Citations (Scopus)

Alignment based precision checking

Adriansyah, A., Munoz-Gama, J., Carmona, J., Dongen, van, B. F. & Aalst, van der, W. M. P., 2013, Business Process Management Workshops : BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012. Revised Papers. La Rosa, M. & Soffer, P. (eds.). Springer, p. 137-149 (Lecture Notes in Business Information Processing; vol. 132).

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

Information systems
Standardization
40 Citations (Scopus)
1 Downloads (Pure)

Automatic discovery of data-centric and artifact-centric processes

Nooijen, E. H. J., Dongen, van, B. F. & Fahland, D., 2013, Business Process Management Workshops : BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012. Revised Papers. La Rosa, M. & Soffer, P. (eds.). Berlin: Springer, p. 316-327 (Lecture Notes in Business Information Processing; vol. 132).

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

Enterprise resource planning
Life cycle
20 Citations (Scopus)
2 Downloads (Pure)

Controlling break-the-glass through alignment

Adriansyah, A., Dongen, van, B. F. & Zannone, N., 2013, Proceedings of the 5th ASE/IEEE International Conference on Information Privacy, Security, Risk and Trust (PASSAT 2013, Washington DC, USA, September 8-14, 2013). Piscataway: Institute of Electrical and Electronics Engineers, p. 606-611

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

Glass
Specifications
22 Citations (Scopus)
1 Downloads (Pure)

Diagnostic information for compliance checking of temporal compliance requirements

Ramezani Taghiabadi, E., Fahland, D., Dongen, van, B. F. & Aalst, van der, W. M. P., 2013, Advanced Information Systems Engineering (25th International Conference, CAiSE 2013, Valencia, Spain, June 17-21, 2013. Proceedings). Salinesi, C., Norrie, M. C. & Pastor, O. (eds.). Berlin: Springer, p. 304-320 (Lecture Notes in Computer Science; vol. 7908).

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

Diagnostics
Service level agreement
Life events
Violations
Business process management
27 Citations (Scopus)
2 Downloads (Pure)

Improving business process models using observed behavior

Buijs, J. C. A. M., La Rosa, M., Reijers, H. A., Dongen, van, B. F. & Aalst, van der, W. M. P., 2013, Data-driven process discovery and analysis : Second IFIP WG 2.6, 2.12 International Symposium, SIMPDA 2012, Campione d’Italia, Italy, June 18-20, 2012 : Revised Selected Papers. Cudre-Mauroux, P., Ceravolo, P. & Gasevic, D. (eds.). Berlin: Springer, p. 44-59 (Lecture Notes in Business Information Processing; vol. 162).

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

Industry
Information systems
35 Citations (Scopus)

Mining configurable process models from collections of event logs

Buijs, J. C. A. M., Dongen, van, B. F. & Aalst, van der, W. M. P., 2013, Business Process Management (11th International Conference, BPM 2013, Beijing, China, August 26-30, 2013. Proceedings). Daniel, F., Wang, J. & Weber, B. (eds.). Berlin: Springer, p. 33-48 (Lecture Notes in Computer Science; vol. 8094).

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

Genetic algorithms
132 Citations (Scopus)
6 Downloads (Pure)

On the role of fitness, precision, generalization and simplicity in process discovery

Buijs, J. C. A. M., Dongen, van, B. F. & Aalst, van der, W. M. P., 2013, On the Move to Meaningful Internet Systems: OTM 2012 (Confederated International Conferences: CoopIS, DOA-SVI, and ODBASE 2012, Rome, Italy, September 10-14, 2012. Proceedings, Part I). Meersman, R. (ed.). Berlin: Springer, p. 305-322 (Lecture Notes in Computer Science; vol. 7565).

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

2012
72 Citations (Scopus)
6 Downloads (Pure)

A genetic algorithm for discovering process trees

Buijs, J. C. A. M., Dongen, van, B. F. & Aalst, van der, W. M. P., 2012, Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2012, Brisbane, Australia, June 10-15, 2012). Piscataway: Institute of Electrical and Electronics Engineers, p. 1-8

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

Genetic algorithms
Experiments
148 Downloads (Pure)

Automatic discovery of data-centric and artifact-centric processes

Nooijen, E. H. J., Dongen, van, B. F. & Fahland, D., 2012, Proceedings of the 1st International Workshop on Data- and Artifact-centric BPM (DAB'2012, Tallinn, Estonia, September 3, 2012). p. 37-48

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

Open Access
File
Enterprise resource planning
Life cycle
28 Citations (Scopus)

Data- and resource-aware conformance checking of business processes

Leoni, de, M., Aalst, van der, W. M. P. & Dongen, van, B. F., 2012, Business Information Systems (15th International Conference, BIS 2012, Vilnius, Lithuania, May 21-23, 2012. Proceedings). Abramowicz, W., Kriksciuniene, D. & Sakalauskas, V. (eds.). Berlin: Springer, p. 48-59 (Lecture Notes in Business Information Processing; vol. 117).

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

Industry
Flow control
502 Citations (Scopus)
251 Downloads (Pure)

Process mining manifesto

Aalst, van der, W. M. P., Adriansyah, A., Alves De Medeiros, A. K., Arcieri, F., Baier, T., Blickle, T., Bose, J. C., Brand, van den, P. C. W., Brandtjen, R., Buijs, J. C. A. M., Burattin, A., Carmona, J., Castellanos, M., Claes, J., Cook, J., Costantini, N., Curbera, F., Damiani, E., Leoni, de, M., Delias, P. & 57 others, Dongen, van, B. F., Dumas, M., Dustdar, S., Fahland, D., Ferreira, D. R., Gaaloul, W., Geffen, van, F., Goel, S., Gunther, C. W., Guzzo, A., Harmon, P., Hofstede, ter, A. H. M., Hoogland, J., Ingvaldsen, J. E., Kato, K., Kuhn, R., Kumar, A., La Rosa, M., Maggi, F. M., Malerba, D., Mans, R. S., Manuel, A., McCreesh, M., Mello, P., Mendling, J., Montali, M., Motahari Nezhad, H., Muehlen, zur, M., Munoz-Gama, J., Pontieri, L., Ribeiro, J. T. S., Rozinat, A., Seguel Peréz, H., Seguel Pérez, R. E., Sepúlveda, M., Sinur, J., Soffer, P., Song, M. S., Sperduti, A., Stilo, G., Stoel, C., Swenson, K., Talamo, M., Tan, W., Turner, C., Vanthienen, J., Varvaressos, G., Verbeek, H. M. W., Verdonk, M. C., Vigo, R., wang, J., Weber, B., Weidlich, M., Weijters, A. J. M. M., Wen, L., Westergaard, M. & Wynn, M. T., 2012, Business Process Management Workshops (BPM 2011 International Workshops, Clermont-Ferrand, France, August 29, 2011, Revised Selected Papers, Part I). Daniel, F., Barkaoui, K. & Dustdar, S. (eds.). Berlin: Springer, p. 169-194 (Lecture Notes in Business Information Processing; vol. 99).

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Summary of the Business Process Intelligence Challenge 2013

Dongen, van, B. F., Weber, B., Ferreira, D. R. & De Weerdt, J., 2012, Proceedings of the 3rd Business Process Intelligence Challenge (co-located with 9th International Business Process Intelligence Workshop, BPI 2013, Beijing, China, August 26, 2013). Dongen, van, B. F., Weber, B., Ferreira, D. R. & De Weerdt, J. (eds.). Aachen: CEUR-WS.org, p. 1-9 (CEUR Workshop Proceedings; vol. 1052).

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