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  • 2021

    An Account of the ISO/IEC Standardization of the Simon and Speck Block Cipher Families

    Ashur, T. & Luykx, A., 15 Jan 2021, Security of Ubiquitous Computing Systems: (Selected Topics). Springer, p. 63-73

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

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  • 2020

    A latitudinal study on the use of sequential and concurrency patterns in deviance mining

    Genga, L., Potena, D., Chiorrini, A., Diamantini, C. & Zannone, N., 1 Jan 2020, Complex Pattern Mining. Appice, A., Ceci, M., Loglisci, C., Manco, G., Masciari, E. & Ras, Z. (eds.). Cham: Springer, p. 103-119 17 p. (Studies in Computational Intelligence; vol. 880).

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

    1 Citation (Scopus)
    4 Downloads (Pure)
  • Can Real Social Epistemic Networks Deliver the Wisdom of Crowds?

    Sullivan, E., Sondag, M., Rutter, I., Meulemans, W., Cunningham, S., Speckmann, B. & Alfano, M., 2020, Oxford Studies in Experimental Philosophy, Volume 3. Lombrozo, T., Knobe, J. & Nichols, S. (eds.). Oxford University Press, p. 29-63

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

  • Crossing Paths with Hans Bodlaender: A Personal View on Cross-Composition for Sparsification Lower Bounds

    Jansen, B. M. P., 21 Apr 2020, Treewidth, Kernels, and Algorithms: Essays Dedicated to Hans L. Bodlaender on the Occasion of His 60th Birthday. Fomin, F. V., Kratsch, S. & van Leeuwen, E. J. (eds.). Springer, p. 89-111 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12160 LNCS).

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

  • DeepClone: Modeling Clones to Generate Code Predictions

    Hammad, M., Babur, Ö., Abdul Basit, H. & Brand, M. V. D., 1 Dec 2020, Reuse in Emerging Software Engineering Practices - 19th International Conference on Software and Systems Reuse, ICSR 2020, Proceedings. Ben Sassi, S., Ducasse, S. & Mili, H. (eds.). Springer, Vol. 12541. p. 135-151 17 p. Chapter 9. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12541 LNCS).

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

  • Lower Bounds for Dominating Set in Ball Graphs and for Weighted Dominating Set in Unit-Ball Graphs

    de Berg, M. T. & Kisfaludi-Bak, S., 2020, Treewidth, Kernels, and Algorithms. Fomin, F., Kratsch, S. & van Leeuwen, E. (eds.). p. 31-48 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12160 LNCS).

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

    1 Citation (Scopus)
  • Modelling Sea Ice and Melt Ponds Evolution: Sensitivity to Microscale Heat Transfer Mechanisms

    Scagliarini, A., Calzavarini, E., Mansutti, D. & Toschi, F., 2020, Mathematical Approach to Climate Change and its Impacts. Cannarsa, P. (ed.). Springer, p. 179-198 20 p. (Springer INdAM Series; vol. 38).

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

  • Projecting Textual Languages

    Verano Merino, M., Bartels, J., van den Brand, M. G. J., van der Storm, T. & Schindler, E., 15 Dec 2020, (Accepted/In press) Domain-Specific Languages in Practice - with JetBrains MPS. Springer, 30 p.

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

  • StaccatoLab: A Programming and Execution Model for Large-scale Dataflow Computing

    Berkel, K. V., 2020, Multi-Processor System-on-Chip 2. Andrade, L. & Rousseau, F. (eds.). London and New York: ISTE Ltd. and Wiley

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

  • 2019

    A complete axiomatization of branching bisimilarity for a simple process language with probabilistic choice: (extended abstract)

    van Glabbeek, R. J., Groote, J. F. & de Vink, E. P., 4 Nov 2019, The Art of Modelling Computational Systems: {A} Journey from Logic and Concurrency to Security and Privacy - Essays Dedicated to Catuscia Palamidessi on the Occasion of Her 60th Birthday. Alvim, M. S., Chatzikokolakis, K., Olarte, C. & Valencia, F. (eds.). Cham: Springer, p. 139-162 (Lecture Notes in Computer Science; vol. 11760 LNCS).

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

  • An axiomatization of strong distribution bisimulation for a language with a parallel operator and probabilistic choice

    Groote, J. F. & de Vink, E. P., 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). ter Beek, M. H., Fantechi, A. & Semini, L. (eds.). Cham: Springer, p. 449-463 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11865 LNCS).

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

  • Approximating (k,ℓ)-center clustering for curves

    Buchin, K., Driemel, A., Gudmundsson, J., Horton, M., Kostitsyna, I., Löffler, M. & Struijs, M., 2 Jan 2019, 30th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA). Chan, T. M. (ed.). Society for Industrial and Applied Mathematics (SIAM), p. 2922-2938 17 p.

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

    Open Access
    8 Citations (Scopus)
    1 Downloads (Pure)
  • A primer on stochastic processes

    Peletier, M. A., 20 Mar 2019, Complexity science: an introduction. Peletier, M. A., van Santen, R. A. & Steur, E. (eds.). World Scientific, p. 183-198 16 p.

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

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  • A review of unsupervised and semi-supervised blocking methods for record linkage

    O’Hare, K., Jurek-Loughrey, A. & Campos, C. D., 2019, Linking and mining heterogeneous and multi-view data. P., D. & Jurek-Loughrey, A. (eds.). Cham: Springer, p. 79-105 27 p.

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

  • Case study: Probabilistic estimates in the application of inventory models for perishable products in SMEs

    Cevallos-Torres, L. & Botto-Tobar, M., 1 Jan 2019, Problem-based learning: a didactic strategy in the teaching of system simulation. Cevallos-Torres, L. & Botto-Tobar, M. (eds.). Springer, p. 123-132 10 p. (Studies in Computational Intelligence; vol. 824).

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

    1 Citation (Scopus)
  • Case study: Project-based learning to evaluate probability distributions in medical area

    Cevallos-Torres, L. & Botto-Tobar, M., 1 Jan 2019, Problem-based learning: a didactic strategy in the teaching of system simulation. Cevallos-Torres, L. & Botto-Tobar, M. (eds.). Springer, p. 111-122 12 p. (Studies in Computational Intelligence; vol. 824).

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

  • Case study: Logistical behavior in the use of urban transport using the monte carlo simulation method

    Cevallos-Torres, L. & Botto-Tobar, M., 1 Jan 2019, Problem-based learning: A didactic strategy in the teaching of system simulation. Cevalles-Torres, L. & Botto-Tobar, M. (eds.). Springer, p. 97-110 14 p. (Studies in Computational Intelligence; vol. 824).

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

  • Cytosplore: interactive visual single-cell profiling of the immune system

    Höllt, T., Pezzotti, N., vanUnen, V., Li, N., Koning, F., Eisemann, E., Lelieveldt, B. P. F. & Vilanova, A., 2019, Dirk Bartz Prize for Visual Computing in Medicine 2019 (Eurographics Medical Prize). 4 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

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  • Data science in healthcare: benefits, challenges and opportunities

    Abedjan, Z., Boujemaa, N., Campbell, S., Casla, P., Chatterjea, S., Consoli, S., Costa-Soria, C., Czech, P., Despenic, M., Garattini, C., Hamelinck, D., Heinrich, A., Kraaij, W., Kustra, J., Lojo, A., Sanchez, M. M., Mayer, M. A., Melideo, M., Menasalvas, E., Aarestrup, F. M. & 15 others, Artigot, E. N., Petković, M., Recupero, D. R., Gonzalez, A. R., Kerremans, G. R., Roller, R., Romao, M., Ruping, S., Sasaki, F., Spek, W., Stojanovic, N., Thoms, J., Vasiljevs, A., Verachtert, W. & Wuyts, R., 1 Jan 2019, Data Science for Healthcare: Methodologies and Applications. Consoli, S., Reforgiato Recupero, D. & Petković, M. (eds.). Cham: Springer, p. 3-38 36 p.

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

    3 Citations (Scopus)
  • Graph query processing

    Salihoglu, S. & Yakovets, N., 20 Feb 2019, Encyclopedia of Big Data Technologies. Sakr, S. & Zomaya, A. Y. (eds.). Berlin: Springer, p. 890-898 9 p.

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  • Introduction to model management and analytics

    Babur, Ö., Tekinerdogan, B., Cleophas, L. G. W. A., van den Brand, M. G. J. & Aksit, M., 17 Sep 2019, Model Management and Analytics for Large Scale Systems. Elsevier, p. 3-11 9 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Maintenance service logistics

    Arts, J. J., Basten, R. J. I. & van Houtum, G. J. J. A. N., 2019, Operations, Logistics and Supply Chain Management. Zijm, H., Klumpp, M., Regattieri, A. & Heragu, S. (eds.). Berlin: Springer, p. 493-517 25 p. (Lecture Notes in Logistics).

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

    2 Citations (Scopus)
    19 Downloads (Pure)
  • Matrix codes and rook theory

    Ravagnani, A., 2019, Oberwolfach Report of the conference "Contemporary Coding Theory".

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

  • Meta-learning

    Vanschoren, J., 2019, Automatic Machine Learning: Methods, Systems, Challenges. Hutter, F., Kotthoff, L. & Vanschoren, J. (eds.). Cham: Springer, p. 39-61 27 p.

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

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  • Model analytics for industrial MDE ecosystems

    Babur, Ö., Suresh, A., Alberts, W. T. M., Cleophas, L. G. W. A., Schiffelers, R. R. H. & van den Brand, M. G. J., 17 Sep 2019, Model Management and Analytics for Large Scale Systems. Elsevier, p. 273-316 44 p.

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

  • Monte Carlo simulation method

    Cevallos-Torres, L. & Botto-Tobar, M., 1 Jan 2019, Problem-based learning: A didactic strategy in the teaching of system simulation. Cevallos-Torres, L. & Botto-Tobar, M. (eds.). Springer, p. 87-96 10 p. (Studies in Computational Intelligence; vol. 824).

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

    2 Citations (Scopus)
  • 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

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  • Process sampling

    Cevallos-Torres, L. & Botto-Tobar, M., 1 Jan 2019, Problem-based learning: A didactic strategy in the teaching of system simulation. Cevallos-Torres, L. & Botto-Tobar, M. (eds.). Springer, p. 13-31 19 p. (Studies in Computational Intelligence; vol. 824).

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

  • Pseudo-random numbers and congruential methods

    Cevallos-Torres, L. & Botto-Tobar, M., 1 Jan 2019, Problem-based learning: A didactic strategy in the teaching of system simulation. Cevallos-Torres, L. & Botto-Tobar, M. (eds.). Springer, p. 33-58 26 p. (Studies in Computational Intelligence; vol. 824).

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

  • Random graphs models for complex networks, and the brain

    van der Hofstad, R., 20 Mar 2019, Complexity science: an introduction. Singapore: World Scientific, p. 199-246 48 p.

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

    1 Citation (Scopus)
  • Random variable generation methods

    Cevallos-Torres, L. & Botto-Tobar, M., 1 Jan 2019, Problem-based learning: A didactic strategy in the teaching of system simulation. Cevallos-Torres, L. & Botto-Tobar, M. (eds.). Springer, p. 59-86 28 p. (Studies in Computational Intelligence; vol. 824).

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

  • Safety-Driven Development and ISO 26262

    van den Brand, M. G. J., Luo, Y. & Khabbaz Saberi, A., 2019, Automotive Systems and Software Engineering: State of the Art and Future Trends. van den Brand, M. G. J. & Dajsuren, Y. (eds.). Springer, p. 225-256 31 p.

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

  • The role of deep learning in improving healthcare

    Thaler, S. & Menkovski, V., 1 Jan 2019, Data Science for Healthcare: Methodologies and Applications. Consoli, S., Reforgiato Recupero, D. & Petković, M. (eds.). Cham: Springer, p. 75-116 42 p.

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

    4 Citations (Scopus)
  • 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, p. 3788-3795 8 p.

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    3 Citations (Scopus)
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  • The system simulation and their learning processes

    Cevallos-Torres, L. & Botto-Tobar, M., 1 Jan 2019, Problem-based learning: A didactic strategy in the teaching of system simulation. Cevallos-Torres, L. & Botto-Tobar, M. (eds.). Springer, p. 1-11 11 p. (Studies in Computational Intelligence; vol. 824).

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

  • Towards a deeper understanding of the behavioural implications of bidirectional activity-based ambient displays in ambient assisted living environments

    Davis-Owusu, K., Owusu, E., Marcenaro, L., Regazzoni, C., Feijs, L. & Hu, J., 1 Jan 2019, Enhanced Living Environments: Algorithms, Architectures, Platforms, and Systems. Ganchav, I., Garcia, N. M., Dobre, C., Mavromoustakis, C. X. & Goleva, R. (eds.). Springer, p. 108-151 44 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11369 LNCS).

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

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    1 Citation (Scopus)
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  • 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

    3 Citations (Scopus)
  • Vascular biomarkers for diabetes and diabetic retinopathy screening

    Huang, F., Abbasi-Sureshjani, S., Zhang, J., Bekkers, E. J., Dasht Bozorg, B. & ter Haar Romeny, B. M., 22 Nov 2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Trucco, E., MacGillivray, T. & Xu, Y. (eds.). Academic Press Inc., p. 319-352 34 p.

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

  • Why algorithms are dangerous: what the role of aI should be in cybersecurity

    Cappers, B. C. M., Mengerink, J. G. M. & van de Pasch, J., 12 Mar 2019, European Cyber Security Perspectives 2019. p. 76-78 3 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

    2 Downloads (Pure)
  • 2018

    A master class on recursion

    Verhoeff, T., 6 Sep 2018, Adventures Between Lower Bounds and Higher Altitudes: Essays Dedicated to Juraj Hromkovič on the Occasion of His 60th Birthday. Böckenhauer, H-J., Komm, D. & Unger, W. (eds.). Springer, Vol. 11011. p. 610-633 24 p. (Lecture Notes in Computer Science; vol. 11011).

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

    Open Access
    1 Citation (Scopus)
    2 Downloads (Pure)
  • A survey of benchmarks for graph-processing systems

    Fletcher, G. H. L., Bonifati, A., Hidders, A. J. H. J. & Iousup, A., 2018, Graph Data Management. Fletcher, G., Hidden, J. & Larriba-Pey, J. (eds.). Cham: Springer, p. 163-186 24 p.

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

  • Business drivers of a collaborative, proactive maintenance solution

    Jantunen, E., Akcay, A., Campos, J., Holenderski, M. J., Kotkansalo, A., Salokangas, R. & Sharma, P., 31 Aug 2018, The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance. Albano, M., Jantunen, E., Papa, G. & Zurutuza, U. (eds.). River Publishers, p. 7-35 29 p. (River publishers series in automation, control and robotics).

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

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    5 Citations (Scopus)
    168 Downloads (Pure)
  • 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

    1 Citation (Scopus)
  • Eventpad : a visual analytics approach to network intrusion detection and reverse engineering

    Cappers, B. C. M., van Wijk, J. J. & Etalle, S., 23 Apr 2018, European Cyper Security Perspectives 2018. Den Haag: KPN, p. 62-65 4 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

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  • Extending paradigm with data

    Groenewegen, L. P. J., Verschuren, J. H. S. & de Vink, E. P., 1 Jan 2018, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). de Boer, F., Bonsangue, M. & Rutten, J. (eds.). Dordrecht: Springer, p. 224-244 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10865 LNCS).

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  • 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

  • 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

    7 Citations (Scopus)
    1 Downloads (Pure)
  • Monitoring of critical assets

    Albano, M., Abete, J. M., Inza, I. B., Čuček, V., Brabandere, K. D., Etxabe, A., Gabilondo, I., Güven, Ç., Holenderski, M., Iturrospe, A., Jantunen, E., Ferreira, L. L., Moldován, I., Olaizola, J., de Argandõna, E. S., Sarr, B., Schneickert, S., Socorro, R., Sprong, H., Šterk, M. & 3 others, Torrego, R., Webers, G. & Woyte, A., 31 Aug 2018, The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance. River Publishers, p. 93-144 52 p. ( River Publishers series in automation, control and robotics).

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  • Preface

    Duivesteijn, W., Siebes, A. & Ukkonen, A., 1 Jan 2018, Advances in Intelligent Data Analysis XVII: 17th International Symposium, IDA 2018, ’s-Hertogenbosch, The Netherlands, October 24–26, 2018, Proceedings. Duivesteijn, W., Siebes, A. & Ukkonen, A. (eds.). Berlin: Springer, p. V-VI 2 p. (Lecture Notes in Computer Science; vol. 11191).

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

  • Providing proactiveness: Data analysis techniques portfolios

    Sillitti, A., Anakabe, J. F., Basurko, J., Dam, P., Ferreira, H., Ferreiro, S., Gijsbers, J., He, S., Hegedus, C., Holenderski, M., Hooghoudt, J. O., Lecuona, I., Leturiondo, U., Marcelis, Q., Moldován, I., Okafor, E., de Sá, C. R., Romero, R., Sarr, B., Schomaker, L. & 11 others, Shekar, A. K., Soares, C., Sprong, H., Theodorsen, S., Tourwé, T., Urchegui, G., Webers, G., Yang, Y., Zubaliy, A., Zugasti, E. & Zurutuza, U., 31 Aug 2018, The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance. Albano, M., Jantunen, E., Papa, G. & Zurutuza, U. (eds.). River Publishers, p. 145-238 94 p. (River Publishers series in automation, control and robotics).

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    Open Access