Publications in 2016

Van Der Aa, Han, Leopold, H. & Reijers, H.A. (2016). Dealing with behavioral ambiguity in textual process descriptions. Lecture notes in computer science, 9850, 271-288. Scopus.

van der Aa, J.H., Reijers, H.A. & Vanderfeesten, I.T.P. (2016). Designing like a pro : the automated composition of workflow activities. Computers in Industry, 75, 162-177. Scopus.

Bolt, A., de Leoni, M. & van der Aalst, W.M.P. (2016). Scientific workflows for process mining : building blocks, scenarios, and implementation. International Journal on Software Tools for Technology Transfer, Scopus.

De Leoni, M., van der Aalst, W.M.P. & Dees, M. (2016). A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs. Information Systems, 56. 235-257. Scopus.

De Leoni, M., Suriadi, S., Hofstede, ter, A.H.M. & van der Aalst, W.M.P. (2016). Turning event logs into process movies. Software and Systems Modeling, Scopus

Dijkman, R.M., Vanderfeesten, I.T.P. & Reijers, H.A. (2016). Business process architectures: overview, comparison and framework. Enterprise Information Systems, 10(2), 129-158. Scopus.

Firat, M., Briskorn, D. & Laugier, A. (2016). A Branch-and-Price algorithm for stable workforce assignments with hierarchical skills. European Journal of Operational Research, 251(2), 676-685. Scopus.

González-López de Murillas, E., Fabra, J., Álvarez, P. & Ezpeleta, J. (2016). Parallel computation of the reachability graph of petri net models with semantic information. Software : Practice and Experience. Scopus.

Leemans, S.J.J., Fahland, D. & van der Aalst, W.M.P. (2016). Scalable process discovery and conformance checking. Software and Systems Modeling, 1-33. Scopus.

Li, B., Krushinsky, D., van Woensel, T. & Reijers, H.A. (2016). An adaptive large neighborhood search heuristic for the share-a-ride problem. Computers & Operations Research, 66, 170-180. Scopus.

Li, B., Krushinsky, D., van Woensel, T. & Reijers, H.A. (2016). The Share-a-Ride problem with stochastic travel times and stochastic delivery locations. Transportation Research. Part C: Emerging Technologies, 67, 95-108. Scopus.

Low, W.Z., vanden Broucke, S.K.L.M., Wynn, M.T., ter Hofstede, A.H.M., De Weerdt, J. & van der Aalst, W.M.P. (2016). Revising history for cost-informed process improvement. Computing, 98(9), 895-921. Scopus.

Lu, X., Fahland, D., van den Biggelaar, F.J.H.M. & van der Aalst, W.M.P. (2016). Handling duplicated tasks in process discovery by refining event labels. Lecture notes in computer science, 9850, 90-107. Scopus.

Maggi, F.M. & Westergaard, M. (2016). Designing software for operational decision support through coloured Petri nets. Enterprise Information Systems, Scopus.

Mannhardt, F., De Leoni, M., Reijers, H.A. & van der Aalst, W.M.P. (2016). Balanced multi-perspective checking of process conformance. Computing, 98(4), 407-437. Scopus.

Pika, A., van der Aalst, W.M.P., Wynn, M.T., Fidge, C.J. & ter Hofstede, A.H.M. (2016). Evaluating and predicting overall process risk using event logs. Information Sciences, 352-353, 98-120. Scopus.

Polyvyanyy, A., van der Aalst, W.M.P., ter Hofstede, A.H.M. & Wynn, M.T. (2016). Impact-driven process model repair. ACM Transactions on Software Engineering and Methodology, 25(4):28. Scopus.

Reijers, H.A., Vanderfeesten, I.T.P. & van der Aalst, W.M.P. (2016). The effectiveness of workflow management systems : a longitudinal study. International Journal of Information Management, 36(1), 126-141. Scopus.

Reijers, H.A., Vanderfeesten, I.T.P., Plomp, M.G.A., Van Gorp, P.M.E., Fahland, D., Crommert, van de, W.L.M. & Diaz Garcia, H.D. (2016). Evaluating data-centric process approaches. Software and Systems Modeling, Scopus.

Tarhan, A., Turetken, O. & Reijers, H.A. (2016). Business process maturity models: a systematic literature review. Information and Software Technology, 75, 122-134. Scopus.

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W.M.P. (2016). Mining local process models. Journal of Innovation in Digital Ecosystems, 3(2), 183-196.

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W.M.P. (2016). Log-based evaluation of label splits for process models. Procedia Computer Science, 96, 63-72. Scopus.

Vanwersch, R.J.B., Shahzad, K., Vanderfeesten, I.T.P., Vanhaecht, K., Grefen, P.W.P.J., Pintelon, L.M., Mendling, J., Merode, van, G.G. & Reijers, H.A. (2016). A critical evaluation and framework of business process improvement methods. Business & Information Systems Engineering : The International Journal of WIRTSCHAFTSINFORMATIK, 58(1), 43-53.

Bichler, M., Heinzl, A. & van der Aalst, W.M.P. (2016). BISE and the engineering sciences. Business & Information Systems Engineering : The International Journal of WIRTSCHAFTSINFORMATIK, 58(2), 105-106. Scopus.

Heinzl, A., Bichler, M. & van der Aalst, W.M.P. (2016). Disciplinary pluralism, flagship conferences, and journal submissions. Business & Information Systems Engineering : The International Journal of WIRTSCHAFTSINFORMATIK, 58(4), 243-245. Scopus.

van der Aalst, W.M.P., Bichler, M. & Heinzl, A. (2016). Open research in business and information systems engineering. Business & Information Systems Engineering : The International Journal of WIRTSCHAFTSINFORMATIK, 58(6), 375-379. Scopus.

Ostovar, A., Maaradji, A., La Rosa, M., ter Hofstede, A.H.M. & van Dongen, B.F. (2016). Detecting drift from event streams of unpredictable business processes. In I.Y. Song, M. Saeki, I. Comyn-Wattiau , S. Yamamoto & K. Tanaka (Eds.), CONCEPTUAL MODELING, ER 2016 (pp. 330-346). (Lecture Notes in Computer Science). Scopus.

van Dongen, B.F., Ferreira, D.R., De Weerdt, J. & Burattin, A. (2016). Introduction to the 11th International Workshop on Business Process Intelligence (BPI 2015). Business Process Management Workshops – BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31 – September 3, 2015, Revised Papers (pp. 110-111). (Lecture Notes in Business Information Processing, No. 256). Dordrecht: Springer.

van Eck, M.L., Sidorova, N. & van der Aalst, W.M.P. (2016). Discovering and exploring state-based models for multi-perspective processes. In P. Loos, M. La Rosa & O. Pastor (Eds.), Business Process Management : 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18–22, 2016. Proceedings (pp. 142-157). (Lecture notes of computer science, No. 9850). Dordrecht: Springer. Scopus.

van der Aalst, W.M.P., Bolt Iriondo, A.J. & van Zelst, S.J. (2016). RapidProM: Mine Your Processes and Not Just Your Data. RapidMiner: Data Mining Use Cases and Business Analytics Applications Chapman & Hall/CRC Press.

van der Aa, H., Del-Río-Ortega, A., Resinas, M., Leopold, H., Ruiz-Cortés, A., Mendling, J. & Reijers, H.A. (2016). Narrowing the business-IT gap in process performance measurement. In J. Eder, P. Soffer, S. Nurcan & M. Bajec (Eds.), Advanced Information Systems Engineering (pp. 543-557). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), No. 9694). Dordrecht: Springer. Scopus.

van der Aa, J.H., Leopold, H., Batoulis, K., Weske, M. & Reijers, H.A. (2016). Integrated process and decision modeling for data-driven processes. In M. Reichert & H.A. Reijers (Eds.), Business Process Management Workshops (pp. 405-417). (Lecture Notes in Business Information Processing, No. 256). Dordrecht: Springer. Scopus.

van der Aalst, W.M.P. (2016). Green data science. ICEIS 2016 – Proceedings of the 18th International Conference on Enterprise Information Systems, ICEIS 2016, 25-28 April 2016, Rome, Italy (pp. 9-21). s.l.: SciTePress. Scopus.

van der Aalst, W.M.P. (2016). Process mining. Multikonferenz Wirtschaftsinformatik, MKWI 2016, 9-11 Marz 2016, Ilmenau, Germany (pp. 23-26). Ilmenau: Universitatsverlag Ilmenau. Scopus.

Alizadeh, M., de Leoni, M. & Zannone, N. (2016). Constructing probable explanations of nonconformity. Proceedings – 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015 (pp. 1358-1365). Piscataway: IEEE. Scopus.

Bolt, A., De Leoni, M. & van der Aalst, W.M.P. (2016). A visual approach to spot statistically-significant differences in event logs based on process metrics. In S. Nurcan, M. Bajec, J. Eder & P. Soffer (Eds.), Advanced Information Systems Engineering (pp. 151-166). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), No. 9694). Dordrecht: Springer. Scopus.

Cheng, L. & Li, T. (2016). Efficient data redistribution to speedup big data analytics in large systems. Proceedings of the 23rd IEEE International Conference on High Performance Computing, 19-22 December 2016, Hyderabad, India (pp. 91-100). Piscataway: IEEE.

van Dongen, B.F., Carmona, J. & Chatain, T. (2016). A unified approach for measuring precision and generalization based on anti-alignments. In P. Loos, B. La Rosa & O. Pastor (Eds.), Business Process Management (pp. 39-56). (Lecture notes in computer science, No. 9850). Dordrecht: Springer. Scopus.

van Dongen, B.F., Carmona, J & Chatain, T. (2016). Alignment-based quality metrics in conformance checking (Summary). 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 (pp. 87-90).

van Eck, M.L., Sidorova, N. & van der Aalst, W.M.P. (2016). Enabling process mining on sensor data from smart products. IEEE RCIS 2016 – IEEE 10th International Conference on Research Challenges in Information Science, 1-3 may 2016, Grenoble, France (pp. 1-12). Brussels: IEEE Computer Society Press. Scopus.

Emens, R.D., Vanderfeesten, I.T.P. & Reijers, H.A. (2016). The dynamic visualization of business process models. In M. Reichert & H.A. Reijers (Eds.), Business Process Management Workshops (pp. 559-570). (Lecture Notes in Business Information Processing). Berlin: Springer. Scopus.

Fahland, D., Lu, X., Nagelkerke, M.Q.L. & van de Wiel, D. (2016). Discovering Interacting Artifacts from ERP Systems (Extended Abstract). In S. Rinderle-Ma & J. Mendling (Eds.), Enterprise Modeling and Information Systems Architectures : 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 (pp. 5-8). (CEUR Workshop Proceedings, No. 1701). Aachen: RWTH Aachen. Scopus.

Fahland, D. & Völzer, H. (2016). Dynamic skipping and blocking and dead path elimination for cyclic workflows. In Peter Loos, Oscar Pastor & Marcello La Rosa (Eds.), Business Process Management – 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016. Proceedings (pp. 234-251). (Lecture notes in computer science, No. 9850). Berlin: Springer. Scopus.

Fahland, D., Meyer, A., Pufahl, L., Batoulis, K. & Weske, M.H. (2016). Automating Data Exchange in Process Choreographies (Extended Abstract). In S. Rinderle-Ma & J. Mendling (Eds.), Enterprise Modeling and Information Systems Architectures : 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 (pp. 13-16). (CEUR Workshop Proceedings, No. 1701). Aachen: RWTH Aachen. Scopus.

González López De Murillas, E., Reijers, H.A. & van der Aalst, W.M.P. (2016). Connecting databases with process mining. In W. Guedria, S. Guerreiro & R. Schmidt (Eds.), Enterprise, Business-Process and Information Systems Modeling (pp. 231-249). (Lecture Notes in Business Information Processing, No. 248). Dordrecht: Springer. Scopus.

Hachicha, E., Assy, N., Gaaloul, W. & Mendling, J. (2016). A Configurable Resource Allocation for Multi-tenant Process Development in the Cloud. Advanced Information Systems Engineering – 28th International Conference, CAiSE 2016, Ljubljana, Slovenia, June 13-17, 2016. Proceedings (pp. 558-574). Scopus.

Hernández, S., Ezpeleta, J., van Zelst, S.J. & van der Aalst, W.M.P. (2016). Assessing process discovery scalability in data intensive environments. Proceedings – 2015 2nd IEEE/ACM International Symposium on Big Data Computing, BDC 2015, 7-10 December 2015, Limassol, Cyprus (pp. 99-104). Piscataway: IEEE. Scopus.

Hompes, B.F.A., Buijs, J.C.A.M. & van der Aalst, W.M.P. (2016). A generic framework for context-aware process performance analysis. In E. Kuhn, T. Dillon, H. Panetto, C. Agostino Ardagna , R. Meersman, G. O’Sullivan & C. Debruyne (Eds.), On the Move to Meaningful Internet Systems: OTM 2016 Conferences (pp. 300-317). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), No. 10033 LNCS). Dordrecht: Springer. Scopus.

Leemans, S.J.J., Fahland, D. & van der Aalst, W.M.P. (2016). Using life cycle information in process discovery. In M. Reichert & H.A. Reijers (Eds.), Business Process Management Workshops (pp. 204-217). (Lecture Notes in Business Information Processing, No. 256). Dordrecht: Springer. Scopus.

Lu, X., Fahland, D., van den Biggelaar, F.J.H.M. & van der Aalst, W.M.P. (2016). Detecting deviating behaviors without models. In M. Reichert & H.A. Reijers (Eds.), Business Process Management Workshops (pp. 126-139). (Lecture Notes in Business Information Processing, No. 256). Dordrecht: Springer. In Scopus.

Mannhardt, F., De Leoni, M., Reijers, H.A. & van der Aalst, W.M.P. (2016). Decision Mining Revisited – Discovering Overlapping Rules. In J. Eder, P. Soffer, S. Nurcan & M. Bajec (Eds.), Advanced Information Systems Engineering (pp. 377-392). (Lecture Notes in Computer Science, No. 9694). Berlin: Springer. Scopus.

Mannhardt, F., De Leoni, M., Reijers, H.A., van der Aalst, W.M.P. & Toussaint, Pieter J. (2016). From low-level events to activities – a pattern-based approach. In P. Loos, M. La Rosa & O. Pastor (Eds.), Business Process Management (pp. 125-141). (Lecture Notes in Computer Science, No. 9850). Berlin: Springer. Scopus.

Mannhardt, F., De Leoni, M., Reijers, H.A. & van der Aalst, W.M.P. (2016). Measuring the precision of multi-perspective process models. Business Process Management Workshops (BPM 2015 International Workshops)

Rekik, M., Boukadi, K., Assy, N., Gaaloul, W. & Ben-Abdallah, H. (2016). A linear program for optimal configurable business processes deployment into cloud federation. In X. Xu, J.A. Miller & J. Zhang (Eds.), IEEE International Conference on Services Computing, SCC 2016, San Francisco, CA, USA, June 27 – July 2, 2016 (pp. 34-41). IEEE. Scopus.

Senderovich, A., Leemans, S,J.J., Harel, S., Gal, A., Mandelbaum, A. & van der Aalst, W.M.P. (2016). Discovering queues from event logs with varying levels of information. In M. Reichert & H.A. Reijers (Eds.), Business Process Management Workshops (pp. 154-166). (Lecture Notes in Business Information Processing, No. 256). Dordrecht: Springer. Scopus.

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

Syamsiyah, A., van Dongen, B.F. & van der Aalst, W.M.P. (2016). Accelerating process mining using relational databases. Proceedings of the 6th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016), Graz, Austria, December 15-16, 2016 (pp. 137-141).

Tax, N., Alasgarov, E., Sidorova, N. & Haakma, R. (2016). On generation of time-based label refinements. Proceedings of the 25th International Workshop on Concurrency, Specification and Programming, 28-30 September 2016, Rostock, Germany. Scopus.

Tax, N., Sidorova, N., van der Aalst, W.M.P. & Haakma, R. (2016). Heuristic approaches for generating local process models through log projections. Proceedings of IEEE Symposium on Computational Intelligence and Data Mining, December 6-9, 2016, Athens, Greece

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W.M.P. (2016). Event abstraction for process mining using supervised learning techniques. Proceedings of the SAI Intelligent Systems Conference (IntelliSys 2016), 21-22 September 2016, London, United Kingdom (pp. 1-10).

Vázquez-Barreiros, B., van Zelst, S.J., Buijs, J.C.A.M., Lama, M. & Mucientes, M. (2016). Repairing alignments : striking the right nerve. In I. Bider, S. Guerreiro, W. Guédria & R. Schmidt (Eds.), Enterprise, Business-Process and Information Systems Modeling (pp. 266-281). (Lecture Notes in Business Information Processing, No. 248). Dordrecht: Springer. Scopus.

Verbeek, H.M.W. (2016). Decomposed replay using hiding and reduction. In L. Cabac, L.M. Kristensen & H. Rölke (Eds.), PNSE 2016 : International Workshop on Petri Nets and Software Engineering. 20-21 June 2016, Torun, Poland (pp. 533-552). (CEUR-WS, No. 1591). s.l.: CEUR-WS.org. Scopus.

Verbeek, H.M.W. & van der Aalst, W.M.P. (2016). Merging alignments for decomposed replay. In F. Kordon & D. Moldt (eds.), Application and Theory of Petri Nets and Concurrency (pp. 219-239). (Lecture Notes in Computer Science, No. 9698). Berlin: Springer.

van Zelst, S.J., van Dongen, B.F. & van der Aalst, W.M.P. (2016). Online discovery of cooperative structures in business processes. In E. Kühn, T. Dillon, H. Panetto, C. Agostino Ardagna, R. Meersman, D. O’Sullivan & C. Debruyne (Eds.), On the Move to Meaningful Internet Systems: OTM 2016 Conferences (pp. 210-228). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), No. 10033 LNCS). Dordrecht: Springer. Scopus.

Firat, M., Dellaert, N.P. & Nuijten, W.P.M. (2016). Incorporating linear optimization into routing problems.

Firat, M., Dellaert, N.P. & Nuijten, W.P.M. (2016). Solving routing problems by exploiting the dual of a master LP formulation. (BETA publicatie : working papers, No. 514). Eindhoven: Technische Universiteit Eindhoven, 20 pp

Mannhardt, F., de Leoni, M., Reijers, H.A. & van der Aalst, W.M.P. (2016). Decision Mining Revisited – Discovering Overlapping Rules. (BPM Center Report, No. 16-01). BPMcenter.org, 16 pp. Scopus.

Mannhardt, F., de Leoni, M., Reijers, H.A., van der Aalst, W.M.P. & Toussaint, P.J. (2016). From low-level events to activities – A pattern-based approach. (BPM Center Report, No. 16-02). BPMcenter.org, 18 pp.

Verbeek, H.M.W., van der Aalst, W.M.P. & Munoz-Gama, J. (2016). Divide and conquer. (BPM Center Report, No. 16-06). BPMcenter.org, 27 pp.

Verbeek, H.M.W. & Mannhardt, F. (2016). The DrFurby Classifier submission to the Process Discovery Contest @ BPM 2016. (BPM Center Report, No. 16-08). BPMcenter.org, 18 pp.

Schunselaar, D.M.M. (2016). Configurable process trees : elicitation, analysis, and enactment. Eindhoven: Technische Universiteit Eindhoven. ((Co-)promot.: Wil van der Aalst, Hajo Reijers & Eric Verbeek).

Dees, M. & van Dongen, B.F. (2016). BPI Challenge 2016: Clicks NOT Logged In.

Dees, M. & van Dongen, B.F. (2016). BPI Challenge 2016: Complaints.

Dees, M. & van Dongen, B.F. (2016). BPI Challenge 2016: Werkmap Messages.

Dees, M. & van Dongen, B.F. (2016). BPI Challenge 2016: Questions.

Dees, M. & van Dongen, B.F. (2016). BPI Challenge 2016: Clicks Logged In.

Lu, X., Fahland, D. & van der Aalst, W.M.P. (2016). Interactively Exploring Logs and Mining Models with Clustering, Filtering, and Relabeling.