• AddressShow on map

    Groene Loper 5, Metaforum, room MF 7.065

    5612 AE Eindhoven

    Netherlands

  • Postal addressShow on map

    P.O. Box 513, Department of Mathematics and Computer Science

    5600 MB Eindhoven

    Netherlands

Filter
Chapter

Search results

  • 2022

    Advanced Process Discovery Techniques

    Augusto, A., Carmona, J. & Verbeek, H. M. W., 2022, Process Mining Handbook. Springer, p. 76-107 32 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 448).

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

    Open Access
    16 Citations (Scopus)
  • Conformance Checking: Foundations, Milestones and Challenges

    Carmona, J., van Dongen, B. & Weidlich, M., 2022, Process Mining Handbook. Springer, p. 155-190 36 p. (Lecture Notes in Business Information Processing; vol. 448).

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

    Open Access
    30 Citations (Scopus)
  • Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs.

    Fahland, D., 2022, Process Mining Handbook. p. 274-319 46 p. (Lecture Notes in Business Information Processing; vol. 448).

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

    Open Access
    38 Citations (Scopus)
  • Responsible Process Mining

    Mannhardt, F., 2022, Process Mining Handbook. van der Aalst, W. M. P. & Carmona, J. (eds.). Springer, p. 373-401 29 p. (Lecture Notes in Business Information Processing; vol. 448).

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

    Open Access
    4 Citations (Scopus)
  • 2021

    Automatische Prozessaufnahme mit Process-Discovery

    Fahland, D., Pufahl, L. & Koschmider, A., 2021, Prozessmanagement und Process-Mining - Grundlagen. Laue, R., Koschmider, A. & Fahland, D. (eds.). p. 235-268

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

  • Human-computer interaction analysis for RPA support: Framework and new horizons

    Ramírez, A. J., Reijers, H. A. & Enríquez, J. G., 10 May 2021, Robotic Process Automation: Management, Technology, Applications. De Gruyter Open Ltd., p. 169-185 17 p.

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

    1 Citation (Scopus)
  • Process-Mining: Prozessanalyse mit Ereignisdaten.

    Fahland, D., 2021, Prozessmanagement und Process-Mining - Grundlagen. Laue, R., Koschmider, A. & Fahland, D. (eds.). Walter de Gruyter GmbH, p. 165-198

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

  • 2020

    Preface

    Janicki, R., Chatain, T. & Sidorova, N., 2020, Application and Theory of Petri Nets and Concurrency : 41st International Conference, PETRI NETS 2020, Paris, France, June 24–25, 2020, Proceedings. Janick, R., Sidorova, N. & Chatain, T. (eds.). Cham: Springer, p. v-vi 2 p. (Lecture Notes in Computer Science (LNCS); vol. 12152)(Theoretical Computer Science and General Issues (LNTCS) ; vol. 12152).

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

  • 2019

    Overview of efficient clustering methods for high-dimensional big data streams

    Hassani, M., 1 Jan 2019, Clustering Methods for Big Data Analytics. Nasraoui, O. & Ben N'Cir, C.-E. (eds.). Cham: Springer, p. 25-42 18 p. (Unsupervised and Semi-Supervised Learning).

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

    2 Downloads (Pure)
  • Petri's Understanding of Nets.

    Fahland, D., 2019, Carl Adam Petri: Ideas, Personality, Impact. p. 31-36 6 p.

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

  • The SpectACl of nonconvex clustering: a spectral approach to density-based clustering

    Hess, S., Duivesteijn, W., Honysz, P. & Morik, K., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. Association for the Advancement of Artificial Intelligence (AAAI), p. 3788-3795 8 p.

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

    Open Access
    File
    27 Citations (Scopus)
    103 Downloads (Pure)
  • Using process analytics to improve healthcare processes

    Hompes, B., Dixit, P. & Buijs, J., 24 Feb 2019, Data Science for Healthcare: Methodologies and Applications. Consoli, S., Reforgiato Recupero, D. & Petković, M. (eds.). Cham: Springer, p. 305-325 21 p.

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

    7 Citations (Scopus)
  • 2018

    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

    3 Citations (Scopus)
    1 Downloads (Pure)
  • Heuristic mining approaches for high-utility local process models

    Dalmas, B., Tax, N. & Norre, S., Dec 2018, Transactions on Petri nets and other models of concurrency XIII. Koutny, M., Kristensen, L. M. & Penczek, W. (eds.). Berlin: Springer, p. 27-51 25 p. (Lecture notes in computer science; vol. 11090)(Transactions on Petri nets and other models of concurrency; vol. 13).

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

    1 Citation (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

    22 Citations (Scopus)
    2 Downloads (Pure)
  • RapidProM: mine your processes and not just your data

    van der Aalst, W. M. P., Bolt Iriondo, A. J. & van Zelst, S. J., 2018, (In preparation) RapidMiner : Data Mining Use Cases and Business Analytics Applications . Hofmann, M. & Klinkenberg, R. (eds.). 2nd ed. Chapman & Hall/CRC Press, (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series).

    Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

    File
    77 Downloads (Pure)
  • 2017

    Decomposed replay using hiding and reduction as abstraction

    Verbeek, H. M. W., 2017, Transactions on Petri Nets and Other Models of Concurrency XII. Koutny, M., Kleijn, J. & Penchek, W. (eds.). Dordrecht: Springer, p. 166-186 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10470 LNCS).

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

    9 Citations (Scopus)
  • Everything you always wanted to know about your process, but did not know how to ask

    de Murillas, E. G. L., Reijers, H. A. & van der Aalst, W. M. P., 2017, Business Process Management Workshops. Fantinato, M. & Dumas, M. (eds.). Springer, p. 296-309 14 p. (Lecture Notes in Business Information Processing; vol. 281).

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

    9 Citations (Scopus)
    1 Downloads (Pure)
  • 2016

    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

    1 Downloads (Pure)
  • 2015

    Business process quality management

    Reijers, H. A., Mendling, J. & Recker, J., 2015, Handbook on Business Process Management 1. Brocke, vom, J. & Rosemann, M. (eds.). 2nd ed. Berlin: Springer, p. 167-185 (International Handbooks on Information Systems).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    53 Citations (SciVal)
    2 Downloads (Pure)
  • Business process simulation survival guide

    Aalst, van der, W. M. P., 2015, Handbook on Business Process Management 1 second ed.. Brocke, vom, J. & Rosemann, M. (eds.). Berlin: Springer, p. 337-370 34 p. (International Handbooks on Information Systems).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    82 Citations (Scopus)
    1 Downloads (Pure)
  • Liquid business process model collections

    Aalst, van der, W. M. P., La Rosa, M., Hofstede, ter, A. H. M. & Wynn, M. T., 2015, Modeling and Simulation-Based Systems Engineering Handbook. Gianni, D., D'Ambrogio, A. & Tolk, A. (eds.). Boca Raton: CRC Press, p. 401-423 (Engineering Management Book Series).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    2 Downloads (Pure)
  • Multi-source entity resolution for genealogical data

    Efremova, I., Ranjbar-Sahraei, B., Rahmani, H., Oliehoek, F. A., Calders, T. G. K., Tuyls, K. P. & Weiss, G., 2015, Population Reconstruction. Bloothooft, G., Christen, P., Mandemakers, K. & Schraagen, M. (eds.). Cham: Springer, p. 129-154

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    13 Citations (Scopus)
    1 Downloads (Pure)
  • Pattern-based emotion classification on social media

    Tromp, E. & Pechenizkiy, M., 2015, Advaces in Social Media Research. Medhat Gaber, M., Cocea, M., Wiratunga, N. & Goker, A. (eds.). Cham: Springer, p. 1-20 151 p. (Studies in Computational Intelligence; vol. 602).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    9 Citations (Scopus)
    9 Downloads (Pure)
  • Viewing the internet of events through a process lens

    Aalst, van der, W. M. P., 2015, BPM everywhere. Fischer, L. (ed.). Lighthouse Point: Future Strategies, p. 213-221 246 p. (BPM and workflow handbook series).

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

    45 Downloads (Pure)
  • 2014

    An extensible framework for analysing resource behaviour using event logs

    Pika, A., Wynn, M. T., Fidge, C. J., Hofstede, ter, A. H. M., Leyer, M. & Aalst, van der, W. M. P., 2014, Advanced Information Systems Engineering (26th International Conference, CAISE'14, Thessaloniki, Greece, June 16-20, 2014). Jarke, M., Mylopoulos, J., Quix, C., Rolland, C., Manolopoulos, Y., Mouratidis, H. & Horkoff, J. (eds.). Berlin: Springer, p. 564-579 (Lecture Notes in Computer Science; vol. 8484).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    32 Citations (Scopus)
  • Behavioral service substitution

    Stahl, C. & Aalst, van der, W. M. P., 2014, Web Services Foundations. Bouguettaya, A., Sheng, Q. Z. & Daniel, F. (eds.). New York: Springer, p. 215-244

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    3 Citations (Scopus)
    1 Downloads (Pure)
  • Desire lines in big data

    Aalst, van der, W. M. P., 2014, Encyclopedia of Social Network Analysis and Mining. Alhajj, R. & Rokne, J. (eds.). Berlin: Springer, p. 351-364

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Leren van positieve afwijkingen

    Aalst, van der, W. M. P., 2014, Het beste idee van 2014. Baijens, J. A. (ed.). Tilburg: De Wereld, p. 85-87 309 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterPopular

  • 2013

    Analyzing vessel behavior using process mining

    Maggi, F. M., Mooij, A. J. & Aalst, van der, W. M. P., 2013, Situation Awareness with Systems of Systems. Laar, van de, P., Tretmans, J. & Borth, M. (eds.). New York: Springer, p. 133-148

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    12 Citations (Scopus)
    3 Downloads (Pure)
  • A short survey on process model similarity

    Dijkman, R. M., Dongen, van, B. F., Dumas, M., García-Bañuelos, L., Kunze, M., Leopold, H., Mendling, J., Uba, R., Weidlich, M., Weske, M. H. & Yan, Z., 2013, Seminal Contributions to Information Systems Engineering : 25 Years of CAiSE. Bubenko, J., Krogstie, J., Pastor, O., Pernici, B., Rolland, C. & Sølvberg, A. (eds.). Berlin: Springer, p. 421-428

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Beautiful workflows : a matter of taste?

    Aalst, van der, W. M. P., Westergaard, M. & Reijers, H. A., 2013, The Beauty of Functional Code - Essays Dedicated to Rinus Plasmeijer on the Occasion of His 61st Birthday. Achten, P. & Koopman, P. W. M. (eds.). Berlin: Springer, p. 211-233 285 p. (Lecture Notes in Computer Science; vol. 8106).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    2 Citations (Scopus)
  • Business process modeling using Petri nets

    Hee, van, K. M., Sidorova, N. & Werf, van der, J. M. E. M., 2013, Transactions on Petri Nets and Other Models of Concurrency VII. Jensen, K., Aalst, van der, W. M. P., Balbo, G., Koutny, M. & Wolf, K. (eds.). Berlin: Springer, p. 116-161 (Lecture Notes in Computer Science; vol. 7480).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    25 Citations (Scopus)
    11 Downloads (Pure)
  • Cost-informed operational process support

    Wynn, M. T., Reijers, H. A., Adams, M., Ouyang, C., Hofstede, ter, A. H. M., Aalst, van der, W. M. P., Rosemann, M. & Hoque, Z., 2013, Conceptual Modeling (32nd International Conference, ER 2013, Hong Kong, November 11-13, 2013. Proceedings). Ng, W., Storey, V. C. & Trujillo, J. (eds.). Berlin: Springer, p. 174-181 (Lecture Notes in Computer Science; vol. 8217).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    7 Citations (Scopus)
    1 Downloads (Pure)
  • Discovering Petri nets from event logs

    Aalst, van der, W. M. P. & Dongen, van, B. F., 2013, Transactions on Petri Nets and Other Models of Concurrency VII. Jensen, K., Aalst, van der, W. M. P., Balbo, G., Koutny, M. & Wolf, K. (eds.). Berlin: Springer, p. 372-422 (Lecture Notes in Computer Science; vol. 7480).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    31 Citations (Scopus)
    5 Downloads (Pure)
  • Grade/CPN : a tool and temporal logic for testing colored Petri net models in teaching

    Westergaard, M. & Fahland, D., 2013, Transactions on Petri Nets and Other Models of Concurrency VIII. Koutny, M., Aalst, van der, W. M. P. & Yakovlev, A. (eds.). Berlin: Springer, p. 180-202 (Lecture Notes in Computer Science; vol. 8100).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    4 Citations (Scopus)
  • GRAPPLE : learning management systems meet adaptive learning environments

    De Bra, P. M. E., Smits, D., Sluijs, van der, K. A. M., Cristea, A. I., Foss, J., Glahn, C. & Steiner, C. M., 2013, Intelligent and Adaptive Educational-Learning Systems. Peña-Ayala, A. (ed.). Berlin: Springer, p. 133-160 (Smart Innovation, Systems and Technologies; vol. 17).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    34 Citations (Scopus)
    1 Downloads (Pure)
  • Introducing positive discrimination in predictive models

    Calders, T. G. K. & Verwer, S. E., 2013, Discrimination and Privacy in the Information Society: Effects of Data Mining and Profiling Large Databases. Custers, B. H. M., Calders, T. G. K., Schermer, B. W. & Zarsky, T. Z. (eds.). Berlin: Springer, p. 255-270 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    5 Citations (Scopus)
    2 Downloads (Pure)
  • Measuring similarity between business process models

    van Dongen, B., Dijkman, R. & Mendling, J., 2013, Seminal Contributions to Information Systems Engineering: 25 Years of CAiSE. Bubenko, J., Krogstie, J., Pastor, O., Pernici, B., Rolland, C. & Sølvberg, A. (eds.). Berlin: Springer, p. 405-419 15 p.

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

    2 Downloads (Pure)
  • Model-driven design-space exploration for software-intensive embedded systems

    Basten, T., Hendriks, M., Trcka, N., Somers, L. J. A. M., Geilen, M. C. W., Yang, Y., Igna, G., Smet, de, S., Voorhoeve, M., Aalst, van der, W. M. P., Corporaal, H. & Vaandrager, F. W., 2013, Model-Based Design of Adaptive Embedded Systems. Basten, T., Hamberg, R., Reckers, F. & Verriet, J. (eds.). New York: Springer, p. 189-244 (Embedded Systems; vol. 22).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    3 Downloads (Pure)
  • Process mining in healthcare : data challenges when answering frequently posed questions

    Mans, R. S., Aalst, van der, W. M. P., Vanwersch, R. J. B. & Moleman, A. J., 2013, Process Support and Knowledge Representation in Health Care (BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers). Lenz, R., Miksch, S., Peleg, M., Reichert, M., Riaño, D. & Teije, ten, A. (eds.). Berlin: Springer, p. 140-153 (Lecture Notes in Computer Science; vol. 7738).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    132 Citations (Scopus)
  • Profiling event logs to configure risk indicators for process delays

    Pika, A., Aalst, van der, W. M. P., Fidge, C. J., Hofstede, ter, A. H. M. & Wynn, M. T., 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. 465-481 (Lecture Notes in Computer Science; vol. 7908).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    22 Citations (Scopus)
    1 Downloads (Pure)
  • Reflections on a decade of interorganizational workflow research

    Aalst, van der, W. M. P. & Weske, M. H., 2013, Seminal contributions to information systems engineering : 25 Years of CAiSE. Bubenko, J., Krogstie, J., Pastor, O., Pernici, B., Rolland, C. & Sølvberg, A. (eds.). Berlin: Springer, p. 307-313

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Similarity measuring between patient traces for clinical pathway analysis

    Huang, Z., Lu, X. & Duan, H., 2013, Proceedings of the 14th Conference on Artificial Intelligence in Medicine, AIME2013, 29 May - 1 June 2013, Murcia, Spain. Peek, N., Marin Morales, R. & Peleg, M. (eds.). Berlin: Springer, p. 268-272 (Lecture Notes in Computer Science; vol. 7885).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    Open Access
    File
    7 Citations (Scopus)
    231 Downloads (Pure)
  • Specification and generation of adapters for system integration

    Mooij, A. J. & Voorhoeve, M., 2013, Situation Awareness with Systems of Systems. Laar, van de, P., Tretmans, J. & Borth, M. (eds.). New York: Springer, p. 173-187

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    6 Citations (Scopus)
  • Strategies for modeling complex processes using colored Petri nets

    Aalst, van der, W. M. P., Stahl, C. & Westergaard, M., 2013, Transactions on Petri Nets and Other Models of Concurrency VII. Jensen, K., Aalst, van der, W. M. P., Balbo, G., Koutny, M. & Wolf, K. (eds.). Berlin: Springer, p. 6-55 (Lecture Notes in Computer Science; vol. 7480).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    39 Citations (Scopus)
    3 Downloads (Pure)
  • Techniques for discrimination-free predictive models

    Kamiran, F., Calders, T. G. K. & Pechenizkiy, M., 2013, Discrimination and Privacy in the Information Society: Effects of Data Mining and Profiling Large Databases. Custers, B. H. M., Calders, T. G. K., Schermer, B. W. & Zarsky, T. Z. (eds.). Berlin: Springer, p. 223-239 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    21 Citations (Scopus)
    4 Downloads (Pure)
  • The P2P approach to interorganizational workflows

    Aalst, van der, W. M. P. & Weske, M. H., 2013, Seminal Contributions to Information Systems Engineering : 25 Years of CAiSE. Bubenko, J., Krogstie, J., Pastor, O., Pernici, B., Rolland, C. & Sølvberg, A. (eds.). Berlin: Springer, p. 289-305

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • The way forward

    Custers, B. H. M., Calders, T. G. K., Zarsky, T. Z. & Schermer, B. W., 2013, Discrimination and Privacy in the Information Society: Effects of Data Mining and Profiling Large Databases. Custers, B. H. M., Calders, T. G. K., Schermer, B. W. & Zarsky, T. Z. (eds.). Berlin: Springer, p. 341-357 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    7 Citations (Scopus)
  • What is data mining and how does it work?

    Calders, T. G. K. & Custers, B. H. M., 2013, Discrimination and Privacy in the Information Society: Effects of Data Mining and Profiling Large Databases. Custers, B. H. M., Calders, T. G. K., Schermer, B. W. & Zarsky, T. Z. (eds.). Berlin: Springer, p. 27-42 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    8 Citations (Scopus)