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2019

Adversarial balancing-based representation learning for causal effect inference with observational data

Du, X., Sun, L., Duivesteijn, W., Nikolaev, A. & Pechenizkiy, M., 30 Apr 2019, In : arXiv. 17 p., 1904.13335v1.

Research output: Contribution to journalArticleAcademic

40 Downloads (Pure)

Evolving and understanding sparse deep neural networks using cosine similarity

Pieterse, J. & Mocanu, D., 17 Mar 2019, In : arXiv. 14 p., 1903.07138v1.

Research output: Contribution to journalArticleAcademic

Open Access
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11 Downloads (Pure)

Evolving plasticity for autonomous learning under changing environmental conditions

Yaman, A., Mocanu, D., Iacca, G., Coler, M., Fletcher, G. & Pechenizkiy, M., 2019, In : arXiv. 26 p., 1904.01709v1.

Research output: Contribution to journalArticleAcademic

Open Access
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16 Downloads (Pure)

Intrinsically sparse long short-term memory networks

Liu, S., Mocanu, D. & Pechenizkiy, M., 26 Jan 2019, In : arXiv. 9 p., 1901.09208v1.

Research output: Contribution to journalArticleAcademic

Open Access
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22 Downloads (Pure)

On-line building energy optimization using deep reinforcement learning

Mocanu, E., Mocanu, D. C., Nguyen, P. H., Liotta, A., Webber, M. E., Gibescu, M. & Slootweg, J. G., Jul 2019, In : IEEE Transactions on Smart Grid. 10, 4, p. 3698-3708 11 p., 8356086.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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36 Citations (Scopus)
69 Downloads (Pure)

Short-long term anomaly detection in wireless sensor networks based on machine learning and multi-parameterized edit distance

Cauteruccio, F., Fortino, G., Guerrieri, A., Liotta, A., Mocanu, D. C., Perra, C., Terracina, G. & Torres Vega, M., Dec 2019, In : Information Fusion. 52, p. 13-30 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

15 Citations (Scopus)
4 Downloads (Pure)

Sparse evolutionary deep learning with over one million artificial neurons on commodity hardware

Liu, S., Mocanu, D., Ramapuram Matavalam, A. R., Pei, Y. & Pechenizkiy, M., 26 Jan 2019, In : arXiv. 14 p., 1901.09181v1.

Research output: Contribution to journalArticleAcademic

Open Access
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13 Downloads (Pure)
2018

Decentralized dynamic understanding of hidden relations in complex networks

Mocanu, D. C., Exarchakos, G. & Liotta, A., 1 Dec 2018, In : Scientific Reports. 8, 1, 15 p., 1571.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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7 Citations (Scopus)
75 Downloads (Pure)

Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science

Mocanu, D. C., Mocanu, E., Stone, P., Nguyen, H. P., Gibescu, M. & Liotta, A., 19 Jun 2018, In : Nature Communications. 9, 1, 12 p., 2383.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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34 Citations (Scopus)
336 Downloads (Pure)
2017

Evaluating data-centric process approaches: does the human factor factor in?

Reijers, H. A., Vanderfeesten, I. T. P., Plomp, M. G. A., Van Gorp, P. M. E., Fahland, D., van de Crommert, W. L. M. & Diaz Garcia, H. D., 1 Jul 2017, In : Software and Systems Modeling. 16, 3, p. 649-662 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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5 Citations (Scopus)
177 Downloads (Pure)
2016

A critical evaluation and framework of business process improvement methods

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., 1 Feb 2016, In : Business & Information Systems Engineering. 58, 1, p. 43-53 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

20 Citations (Scopus)
7 Downloads (Pure)

Aslib: a benchmark library for algorithm selection

Bischl, B., Kerschke, P., Kotthoff, L., Lindauer, M., Malitsky, Y., Fréchette, A., Hoos, H., Hutter, F., Leyton-Brown, K., Tierney, K. & Vanschoren, J., 2016, In : Artificial Intelligence. 237, p. 41-58 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

53 Citations (Scopus)
1 Downloads (Pure)

Balanced multi-perspective checking of process conformance

Mannhardt, F., Leoni, de, M., Reijers, H. A. & Aalst, van der, W. M. P., Apr 2016, In : Computing. 98, 4, p. 407-437

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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64 Citations (Scopus)
232 Downloads (Pure)

Business process architectures: overview, comparison and framework

Dijkman, R. M., Vanderfeesten, I. T. P. & Reijers, H. A., 12 Feb 2016, In : Enterprise Information Systems. 10, 2, p. 129-158 30 p.

Research output: Contribution to journalArticleAcademicpeer-review

27 Citations (Scopus)
11 Downloads (Pure)

Designing like a pro : the automated composition of workflow activities

Aa, van der, J. H., Reijers, H. A. & Vanderfeesten, I. T. P., 1 Jan 2016, In : Computers in Industry. 75, p. 162-177 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
6 Downloads (Pure)

Scientific workflows for process mining : building blocks, scenarios, and implementation

Bolt, A., de Leoni, M. & van der Aalst, W. M. P., 2016, In : International Journal on Software Tools for Technology Transfer. 18, 6, p. 607–628

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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25 Citations (Scopus)
119 Downloads (Pure)

The effectiveness of workflow management systems : a longitudinal study

Reijers, H. A., Vanderfeesten, I. T. P. & Aalst, van der, W. M. P., Feb 2016, In : International Journal of Information Management. 36, 1, p. 126-141

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)
8 Downloads (Pure)

Turning event logs into process movies: animating what has really happened

de Leoni, M., Suriadi, S., Hofstede, ter, A. H. M. & Aalst, van der, W. M. P., Jul 2016, In : Software and Systems Modeling. 15, 3, p. 707-732

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)
7 Downloads (Pure)
2015

A control model for object virtualization in supply chain management

Verdouw, C. N., Beulens, A. J. M., Reijers, H. A. & Vorst, van der, J. G. A. J., 2015, In : Computers in Industry. 68, p. 116-131

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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24 Citations (Scopus)
564 Downloads (Pure)

A cross-benchmark comparison of 87 learning to rank methods

Tax, N., Bockting, S. & Hiemstra, D., 2015, In : Information Processing & Management. 51, 6, p. 757-772 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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36 Citations (Scopus)
58 Downloads (Pure)

An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data

Leoni, de, M., Maggi, F. M. & Aalst, van der, W. M. P., 2015, In : Information Systems. 47, 1, p. 258-277

Research output: Contribution to journalArticleAcademicpeer-review

49 Citations (Scopus)
1 Downloads (Pure)

A recommendation system for predicting risks across multiple business process instances

Conforti, R., Leoni, de, M., La Rosa, M., Aalst, van der, W. M. P. & Hofstede, ter, A. H. M., 2015, In : Decision Support Systems. 69, p. 1-19

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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74 Citations (Scopus)
486 Downloads (Pure)

A systematic literature review of studies on business process modeling quality

Moreno-Montes de Oca, I., Snoeck, M., Reijers, H. A. & Rodríguez-Morffi, A., 2015, In : Information and Software Technology. 58, p. 187-205 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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53 Citations (Scopus)
694 Downloads (Pure)

Automating data exchange in process choreographies

Meyer, A., Pufahl, L., Batoulis, K., Fahland, D. & Weske, M. H., 2015, In : Information Systems. 53, p. 296-329 34 p.

Research output: Contribution to journalArticleAcademicpeer-review

13 Citations (Scopus)
3 Downloads (Pure)

A visual analysis of the process of process modeling

Claes, J., Vanderfeesten, I. T. P., Pinggera, J., Reijers, H. A., Weber, B. & Poels, G., 2015, In : Information Systems and e-Business Management. 13, 1, p. 147-190 44 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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28 Citations (Scopus)
157 Downloads (Pure)

Business process management as the "Killer App" for Petri nets

Aalst, van der, W. M. P., 2015, In : Software and Systems Modeling. 14, 2, p. 685-691 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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17 Citations (Scopus)
171 Downloads (Pure)

Compliance monitoring in business processes : functionalities, application, and tool-support

Ly, L. T., Maggi, F. M., Montali, M., Rinderle-Ma, S. & Aalst, van der, W. M. P., 2015, In : Information Systems. 54, p. 209-234

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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82 Citations (Scopus)
139 Downloads (Pure)

Declarative process mining in healthcare

Rovani, M., Maggi, F. M., Leoni, de, M., Aalst, van der, W. M. P., Mans, R. S. & Pepino, A., 2015, In : Expert Systems with Applications. 42, 23, p. 9236-9251

Research output: Contribution to journalArticleAcademicpeer-review

56 Citations (Scopus)
2 Downloads (Pure)

Discovering interacting artifacts from ERP systems

Lu, X., Nagelkerke, M. Q. L., Wiel, van de, D. & Fahland, D., 7 Dec 2015, In : IEEE Transactions on Services Computing. 8, 6, p. 861-873 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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29 Citations (Scopus)
97 Downloads (Pure)

Event interval analysis : Why do processes take time?

Suriadi, S., Ouyang, C., Aalst, van der, W. M. P. & Hofstede, ter, A. H. M., 2015, In : Decision Support Systems. 79, p. 77-98 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

12 Citations (Scopus)
2 Downloads (Pure)

Improving the process of process modelling by the use of domain process patterns

Koschmider, A. & Reijers, H. A., 2015, In : Enterprise Information Systems. 9, 1, p. 29-57 29 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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16 Citations (Scopus)
150 Downloads (Pure)

Measuring precision of modeled behavior

Adriansyah, A., Munoz-Gama, J., Carmona, J., Dongen, van, B. F. & Aalst, van der, W. M. P., 2015, In : Information Systems and e-Business Management. 13, 1, p. 37-67 31 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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53 Citations (Scopus)
108 Downloads (Pure)

Model repair - aligning process models to reality

Fahland, D. & Aalst, van der, W. M. P., 2015, In : Information Systems. 47, p. 220-243 24 p.

Research output: Contribution to journalArticleAcademicpeer-review

84 Citations (Scopus)
12 Downloads (Pure)

Personalized stress management : enabling stress monitoring with LifelogExplorer

Kocielnik, R. D. & Sidorova, N., 2015, In : KI - Künstliche Intelligenz. 29, 2, p. 115-122 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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78 Downloads (Pure)

Styles in business process modeling: an exploration and a model

Pinggera, J., Soffer, P., Fahland, D., Weidlich, M., Zugal, S., Weber, B., Reijers, H. A. & Mendling, J., 2015, In : Software and Systems Modeling. 14, 3, p. 1055-1080

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
29 Citations (Scopus)
11 Downloads (Pure)

The impact of technical domain expertise on search behavior and task outcome

Kiseleva, Y., Montes Garcia, A., Kamps, J. & Spirin, N., 2015, In : arXiv. 1512.07051v1, p. 1-6 1512.07051v1.

Research output: Contribution to journalArticleAcademic

Open Access
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36 Downloads (Pure)

The relationship between workflow graphs and free-choice workflow nets

Favre, C., Fahland, D. & Völzer, H., 2015, In : Information Systems. 47, p. 197-219 23 p.

Research output: Contribution to journalArticleAcademicpeer-review

22 Citations (Scopus)
5 Downloads (Pure)
2014

A linear time layout algorithm for business process models

Gschwind, T., Pinggera, J., Zugal, S., Reijers, H. A. & Weber, B., 2014, In : Journal of Visual Languages and Computing. 25, 2, p. 117-132 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)
1 Downloads (Pure)

Brandstof voor de toekomst

Aalst, van der, W. M. P., 2014, In : Computable. 28-02-2014

Research output: Contribution to journalArticleProfessional

Configuration vs. adaptation for business process variant maintenance : an empirical study

Döhring, M., Reijers, H. A. & Smirnov, S., 2014, In : Information Systems. 39, 1, p. 108-133 26 p.

Research output: Contribution to journalArticleAcademicpeer-review

28 Citations (Scopus)
2 Downloads (Pure)

Dealing with concept drifts in process mining

Jagadeesh Chandra Bose, R. P., Aalst, van der, W. M. P., Zliobaite, I. & Pechenizkiy, M., 2014, In : IEEE Transactions on Neural Networks and Learning Systems. 25, 1, p. 154-171

Research output: Contribution to journalArticleAcademicpeer-review

79 Citations (Scopus)
2 Downloads (Pure)

Discovery of 14-3-3 protein-protein interaction inhibitors that sensitize multidrug-resistant cancer cells to doxorubicin and the akt inhibitor GSK690693

Mori, M., Vignaroli, G., Cau, Y., Diníc, J., Hill, R., Rossi, M., Colecchia, D., Pesic, M., Link, W., Chiariello, M., Ottmann, C. & Botta, M., 2014, In : ChemMedChem : chemistry enabling drug discovery. 9, 5, p. 973-983

Research output: Contribution to journalArticleAcademicpeer-review

25 Citations (Scopus)
3 Downloads (Pure)

Effect of a checklist on advanced trauma life support workflow deviations during trauma resuscitations without pre-arrival notification

Kelleher, D. C., Jagadeesh Chandra Bose, R. P., Waterhouse, L. J., Carter, E. A. & Burd, R. S., 2014, In : Journal of the American College of Surgeons. 218, 3, p. 459-466 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

15 Citations (Scopus)

Geschäftsprozessmodellierung : die "Killer-Applikation" für Petrinetze

Aalst, van der, W. M. P., 2014, In : Informatik-Spektrum. 37, 3, p. 191-198 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

8 Citations (Scopus)
1 Downloads (Pure)

Is your upgrade worth it? process mining can tell

Genuchten, van, M. J. I. M., Mans, R. S., Reijers, H. A. & Wismeijer, D., 2014, In : IEEE Software. 31, 5, p. 94-100 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)
13 Downloads (Pure)

Maximal structuring of acyclic process models

Polyvyanyy, A., García-Bañuelos, L., Fahland, D. & Weske, M. H., 2014, In : The Computer Journal. 57, 1, p. 12-35

Research output: Contribution to journalArticleAcademicpeer-review

22 Citations (Scopus)

Multimodal freight transportation planning : a literature review

Steadie Seifi, M., Dellaert, N. P., Nuijten, W. P. M., Woensel, van, T. & Raoufi, R., 2014, In : European Journal of Operational Research. 233, 1, p. 1-15

Research output: Contribution to journalArticleAcademicpeer-review

270 Citations (Scopus)
18 Downloads (Pure)

Patients' preferences when comparing analogue implant impressions using a polyether impression material versus digital impressions (Intraoral Scan) of dental implants

Wismeijer, D., Mans, R. S., Genuchten, van, M. J. I. M. & Reijers, H. A., 2014, In : Clinical Oral Implants Research. 25, 10, p. 1113-1118 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

73 Citations (Scopus)
3 Downloads (Pure)

Process discovery and conformance checking using passages

Aalst, van der, W. M. P. & Verbeek, H. M. W., 2014, In : Fundamenta Informaticae. 131, 1, p. 103-138 36 p.

Research output: Contribution to journalArticleAcademicpeer-review

17 Citations (Scopus)
2 Downloads (Pure)

Process model comprehension : the effects of cognitive abilities, learning style, and strategy

Recker, J., Reijers, H. A. & van de Wouw, S. G., 2014, In : Communications for the Association of Information Systems. 34, 1, p. 199-222

Research output: Contribution to journalArticleAcademicpeer-review

32 Citations (Scopus)
2 Downloads (Pure)