Process Analytics

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  • 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
    13 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
    28 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

    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)
  • 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

  • 2015

    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)
  • 2013

    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)
  • 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

    20 Citations (Scopus)
    4 Downloads (Pure)
  • 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)
  • Why unbiased computational processes can lead to discriminative decision procedures (Chapter 3)

    Calders, T. G. K. & Zliobaite, I., 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. 43-57 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    95 Citations (Scopus)
    5 Downloads (Pure)
  • 2012

    A continuous layered evaluation of adaptive hypermedia systems

    Ramos, V. F. C., Xexéo, G. B. & De Bra, P. M. E., 2012, Evaluation in e-Learning. Psaromiligkos, Y., Spyridakos, A. & Retalis, S. (eds.). Nova Publishers, p. 145-158

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Storing and indexing massive RDF datasets

    Luo, Y., Picalausa, F., Fletcher, G. H. L., Hidders, A. J. H. & Vansummeren, S., 2012, Semantic search over the web. Virgilio, De, R., Guerra, F. & Velegrakis, Y. (eds.). Germany: Springer, p. 31-60 417 p. (Data-Centric Systems and Applications).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    30 Citations (Scopus)
    11 Downloads (Pure)
  • Technologies for dealing with information overload : an engineers' point of view

    Calders, T. G. K., Fletcher, G. H. L., Kamiran, F. & Pechenizkiy, M., 2012, Information overload : an international challenge for professional engineers and technical communicators. Strother, J. B., Ulijn, J. M. & Fazal, Z. (eds.). Wiley-IEEE, p. 175-202

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    3 Citations (Scopus)
  • 2011

    Association rule mining in learning management systems

    García, E., Romero, C., Ventura, S., Castro, de, C. & Calders, T. G. K., 2011, Handbook of Educational Data Mining. Romero, C., Ventura, S., Pechenizkiy, M. & Baker, R. (eds.). London: CRC Press, p. 93-106 (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Introduction

    Romero, C., Ventura, S., Pechenizkiy, M. & Baker, de, R. S. J., 2011, Handbook of Educational Data Mining. Romero, C., Ventura, S., Pechenizkiy, M. & Baker, R. (eds.). London: CRC Press, p. 1-6 (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Process mining from educational data

    Trcka, N., Pechenizkiy, M. & Aalst, van der, W. M. P., 2011, Handbook of Educational Data Mining. Romero, C., Ventura, S., Pechenizkiy, M. & Baker, R. (eds.). London: CRC Press, p. 123-142 (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    1 Downloads (Pure)
  • Three data partitioning strategies for building local classifiers

    Zliobaite, I., 2011, Ensembles in Machine Learning Applications. Okun, O., Valentini, G. & Re, M. (eds.). p. 233-250 (Studies in Computational Intelligence; vol. 373).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • 2010

    A practical comparative study of data ming query languages (Chapter 3)

    Blockeel, H., Calders, T. G. K., Fromont, É., Goethals, B., Prado, A. & Robardet, C., 2010, Inductive Databases and Constraint-Based Data Mining. Dzeroski, S., Goethals, B. & Panov, P. (eds.). New York: Springer, p. 59-77

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    5 Citations (Scopus)
  • Inductive querying with virtual mining views

    Blockeel, H., Calders, T. G. K., Fromont, É., Goethals, B., Prado, A. & Robardet, C., 2010, Inductive Databases and Constraint-Based Data Mining. Dzeroski, S., Goethals, B. & Panov, P. (eds.). New York: Springer, p. 265-287

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    2 Citations (Scopus)
  • Introduction

    Romero, C., Ventura, S., Pechenizkiy, M. & Baker, R. S. J. D., 1 Jan 2010, Handbook of Educational Data Mining. CRC Press, p. 1-6 6 p.

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

    23 Citations (Scopus)
  • On-the-fly auditing of business processes

    Hee, van, K. M., Hidders, A. J. H., Houben, G. J. P. M., Paredaens, J. & Thiran, P. A. P., 2010, Transactions on Petri Nets and Other Models of Concurrency IV. Jensen, K., Donatelli, S. & Koutny, M. (eds.). Berlin: Springer, p. 144-173 (Lecture Notes in Computer Science; vol. 6550).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    3 Citations (Scopus)
    3 Downloads (Pure)
  • Towards the generic framework for utility considerations in data mining research

    Puuronen, S. & Pechenizkiy, M., 2010, Data Mining for Business Applications. Soares, C. & Ghani, R. (eds.). Amsterdam: IOS Press, p. 49-65 (Frontiers in Artificial Intelligence and Applications; vol. 218).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    5 Citations (Scopus)
    2 Downloads (Pure)
  • 2009

    Semantic-based framework for integration and personalization of television related media

    Bellekens, P. A. E., Aroyo, L. M. & Houben, G. J. P. M., 2009, Handbook of Multimedia for Digital Entertainment and Arts. Furht, B. (ed.). Berlin: Springer, p. 59-90 769 p.

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    1 Downloads (Pure)
  • Towards a general framework for effective solutions to the data mapping problem

    Fletcher, G. H. L. & Wyss, C. M., 2009, Journal on Data Semantics XIV. Spaccapietra, S. & Delcambre, L. (eds.). Berlin: Springer, p. 37-73 (Lecture Notes in Computer Science; vol. 5880).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    4 Citations (Scopus)
  • XPath/XQuery

    Hidders, A. J. H. & Paredaens, J., 2009, Encyclopedia of Database Systems. Liu, L. & Özsu, M. T. (eds.). Springer, p. 3659-3665

    Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

  • 2008

    Adaptive hypermedia

    De Bra, P. M. E., 2008, Handbook on Information Technologies for Education and Training (2nd edition). Pawlowski, J. M. & Sampson, D. (eds.). Heidelberg: Springer, p. 29-46 (International Handbooks on Information Systems; vol. 1, Part I).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Assessing state spaces using Petri-net synthesis and attribute-based visualization

    Verbeek, H. M. W., Pretorius, A. J., Aalst, van der, W. M. P. & Wijk, van, J. J., 2008, Transactions on Petri Nets and Other Models of Concurrency I. Jensen, K., Aalst, van der, W. M. P. & Billington, J. (eds.). Berlin: Springer, p. 152-171 (Lecture Notes in Computer Science; vol. 5100).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Decision support based on process mining

    Aalst, van der, W. M. P., 2008, Handbook on decision support systems 1: basic themes. Burstein, F. & Holsapple, C. W. (eds.). Berlin: Springer, p. 637-657 854 p. (International Handbooks on Information Systems).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Designing case handling systems

    Hee, van, K. M., Keiren, J., Post, R. D. J., Sidorova, N. & Werf, van der, J. M. E. M., 2008, Transactions on Petri Nets and Other Models of Concurrency I. Jensen, K., Aalst, van der, W. M. P. & Billington, J. (eds.). Berlin: Springer, p. 119-133 (Lecture Notes in Computer Science; vol. 5100).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    8 Citations (Scopus)
    1 Downloads (Pure)
  • Does relevance matter to data mining research?

    Pechenizkiy, M., Puuronen, S. & Tsymbal, A., 2008, Data Mining: Foundations and Practice. Lin, T. Y., Xie, Y., Wasilewska, A. & Liau, C. J. (eds.). Berlin: Springer, p. 251-275 (Studies in Computational Intelligence; vol. 118).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    6 Citations (Scopus)
  • Hera

    Houben, G. J. P. M., Sluijs, van der, K. A. M., Barna, P., Broekstra, J., Casteleyn, S., Fiala, Z. & Frasincar, F., 2008, Web engineering : modelling and implementing web applications. Rossi, G., Pastor, O., Schwabe, D. & Olsina, L. (eds.). London: Springer, p. 263-301 (Human-Computer Interaction Series; vol. partII).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Model driven testing based on test history

    Corro Ramos, I., Di Bucchianico, A., Hakobyan, L. & Hee, van, K. M., 2008, Transactions on Petri Nets and Other Models of Concurrency I. Jensen, K., Aalst, van der, W. M. P. & Billington, J. (eds.). Berlin: Springer, p. 134-151 (Lecture Notes in Computer Science; vol. 5100).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    1 Citation (Scopus)
    1 Downloads (Pure)
  • Translating message sequence charts to other process languages using process mining

    Lassen, K. B. & Dongen, B. F. V., 2008, Transactions on Petri Nets and Other Models of Concurrency I. Jensen, K., van der Aalst, W. M. P. & Billington, J. (eds.). Berlin: Springer, p. 71-85 15 p. (Lecture Notes in Computer Science; vol. 5100).

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

  • 2007

    Authoring and management tools for adaptive educational hypermedia systems : the AHA! case study

    De Bra, P. M. E., Stash, N., Smits, D., Romero, C. & Ventura, S., 2007, Evolution of Teaching and Learning Paradigms in Intelligent Environment. Jain, L. C., Tedmann, R. & Tedman, D. (eds.). Berlin: Springer, p. 285-308 (Studies in Computational Intelligence; vol. 62).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    14 Citations (Scopus)
    2 Downloads (Pure)
  • Configurable process models - a foundational approach

    Gottschalk, F., Aalst, van der, W. M. P. & Jansen-Vullers, M. H., 2007, Reference modeling : efficient information systems design through reuse of information models. Becker, J. & Delfmann, P. (eds.). Heidelberg: Physica-Verlag, p. 59-77 19 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    52 Citations (Scopus)
  • Quality metrics for business process models

    Vanderfeesten, I. T. P., Cardoso, J., Mendling, J., Reijers, H. A. & Aalst, van der, W. M. P., 2007, 2007 BPM and workflow handbook. Fischer, L. (ed.). Lighthouse Point: Future Strategies, p. 179-190 320 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    7 Downloads (Pure)
  • Service-oriented processes : an introduction to BPEL

    Ouyang, C., Aalst, van der, W. M. P., Dumas, M., Hofstede, ter, A. H. M. & La Rosa, M., 2007, Semantic web services : theory, tools and applications. Cardoso, J. (ed.). London: Information Science Reference, p. 155-190

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    6 Citations (Scopus)
  • Specifying and monitoring service flows : making web services process-aware

    Aalst, van der, W. M. P. & Pesic, M., 2007, Test and analysis of web services. Baresi, L. & Di Nitto, E. (eds.). Berlin: Springer, p. 11-55 478 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    22 Citations (Scopus)
  • Supporting the full BPM life-cycle using process mining and intelligent redesign

    Netjes, M., Reijers, H. A. & Aalst, van der, W. M. P., 2007, Contemporary issues in database design and information systems development. Siau, K. (ed.). Hershey, USA: IGI Global, p. 100-132 331 p. (Advances in Database Research Series).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    25 Citations (Scopus)
    6 Downloads (Pure)
  • 2006

    Authoring of adaptive hypermedia : adaptive hypermedia and learning environments

    Cristea, A. I., 2006, Advances in Web-Based Education : Personalized Learning Environments. Magoulas, G. D. (ed.). IDEA Publishing Group, p. 225-252

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Automatic authoring of adaptive educational hypermedia

    Cristea, A. I. & Stewart, C., 2006, Web-Based Intelligent e-Learning Systems : Technologies and Applications. Ma, Z. (ed.). IDEA Publishing Group, p. 24-55

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    1 Downloads (Pure)
  • Engineering adaptive concept-based systems for the web

    Houben, G. J. P. M., Aroyo, L. M. & Dicheva, D., 2006, Encyclopedia of E-Commerce, E-Government, and Mobile Commerce. Khosrow-Pour, M. (ed.). Idea Group, p. 424-430

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • RDF and traditional query architectures

    Vdovják, R., Houben, G. J. P. M., Stuckenschmidt, H. & Aerts, A. T. M., 2006, Semantic Web and Peer-to-Peer : Decentralized Management and Exchange of Knowledge and Information. Staab, S. & Stuckenschmidt, H. (eds.). Berlin: Springer, p. 41-58

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

    4 Citations (Scopus)
    1 Downloads (Pure)
  • Web-based educational hypermedia

    De Bra, P. M. E., 2006, Data Mining in E-Learning. Romero, C. & Ventura, S. (eds.). Southampton: WIT Press, p. 3-17 (Advances in Management Information; vol. 4).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • 2005

    Adaptation engineering in adaptive concept-based systems

    Houben, G. J. P. M., Aroyo, L. M., De Bra, P. M. E. & Dicheva, D., 2005, Adaptable and Adaptive Hypermedia Systems. Chen, S. Y. & Magoulas, G. D. (eds.). Idea Group/IRM Press, p. 36-58

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • 2004

    Adaptive web-based educational hypermedia

    De Bra, P. M. E., Aroyo, L. M. & Cristea, A. I., 2004, Web Dynamics : Adapting to Change in Content, Size, Topology and Use. Levene, M. & Poulavassis, A. (eds.). Springer, p. 387-410

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