Department of Mathematics and Computer Science

Research Output 1950 2019

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Conference contribution
2019

A bottleneck with randomly distorted arrival times

van Leeuwen, D., Ravner, L., Ghazanfari, S. & Queija, R. N., 12 Mar 2019, Proceedings of the 12th EAI International Conference on Performance Evaluation Methodologies and Tools, VALUETOOLS 2019. New York: Association for Computing Machinery, Inc, p. 55-62 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Numerical analysis
Mechanics
Uncertainty

Active learning of industrial software with data

Sanchez, L., Groote, J. F. & Schiffelers, R., 2019, Preproceedings of Fundamentals of Software Engineering (FSEN) 2019. Hojjat, H. & Massink, M. (eds.). Tehran: Institute for Studies in Theoretical Physics and Mathematics (IPM), School of Mathematics, p. 51-65 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Learning systems
Large scale systems
Problem-Based Learning

A framework to evaluate and compare decision-mining techniques

Jouck, T., de Leoni, M. & Depaire, B., 29 Jan 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). Cham: Springer, p. 482-493 12 p. (Lecture Notes in Business Information Processing; vol. 342)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Mining
Evaluate
Evaluation
Decision Model
Framework

A general framework to identify software components from execution data

Liu, C., van Dongen, B. F., Assy, N. & van der Aalst, W. M. P., 5 May 2019, ENASE 2019 - Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering. Spanoudakis, G., Damiani, E., Maciaszek, L. & Maciaszek, L. (eds.). SCITEPRESS-Science and Technology Publications, Lda., p. 234-241 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Reverse engineering
Software architecture
Recovery

A least-squares method for a Monge-Ampère equation with non-quadratic cost function applied to optical design

Yadav, N. K., ten Thije Boonkkamp, J. H. M. & IJzerman, W. L., 1 Jan 2019, Numerical Mathematics and Advanced Applications ENUMATH 2017. Radu, F. A., Kumar, K., Berre, I., Nordbotten, J. M. & Pop, I. S. (eds.). Cham: Springer, p. 301-309 9 p. (Lecture Notes in Computational Science and Engineering; vol. 126)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Monge-Ampère Equation
Optical design
Optical Design
Least Square Method
Cost functions

Algorithmic approaches to reconfigurable assembly systems

Costa, A., Abdel-Rahman, A., Jenett, B., Gershenfeld, N., Kostitsyna, I. & Cheung, K., 6 Dec 2019, 2019 IEEE Aerospace Conference, AERO 2019. Piscataway: Institute of Electrical and Electronics Engineers, 8 p. 8741572

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

robotics
Robotics
assembly
fault tolerance
structural design

A model-based framework to automatically generate semi-real data for evaluating data analysis techniques

Li, G., de Carvalho, R. M. & van der Aalst, W. M. P., 5 May 2019, ICEIS 2019 - Proceedings of the 21st International Conference on Enterprise Information Systems. Filipe, J., Brodsky, A., Smialek, M. & Hammoudi, S. (eds.). SCITEPRESS-Science and Technology Publications, Lda., p. 213-220 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Information systems
Acoustic waves
Industry
Confidentiality
Evaluation

An approach for workflow improvement based on outcome and time remaining prediction

Galdo Seara, L. & De Carvalho, R. M., 1 Jan 2019, MODELSWARD 2019 - Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development. Hammoudi, S., Selic, B. & Pires, L. F. (eds.). Setúbal: SCITEPRESS-Science and Technology Publications, Lda., p. 475-482 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Industry

An approach to the detection of post-seismic structural damage based on image segmentation methods

Cevallos-Torres, L. J., Minda Gilces, D., Guijarro-Rodriguez, A., Barriga-Diaz, R., Leyva-Vazquez, M. & Botto-Tobar, M., 1 Jan 2019, Technology Trends - 4th International Conference, CITT 2018, Revised Selected Papers. Botto-Tobar, M., D’Armas, M., Zúñiga Sánchez, M., Zúñiga-Prieto, M. & Pizarro, G. (eds.). Cham: Springer, p. 644-658 15 p. (Communications in Computer and Information Science; vol. 895)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Image segmentation
Image Segmentation
Crack Detection
Crack detection
Crack

An effective and efficient approach for supporting the generation of synthetic memory reference traces via hierarchical hidden/non-hidden Markov Models

Cuzzocrea, A., Mumolo, E. & Hassani, M., 16 Jan 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers, p. 2953-2959 7 p. 8616498

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Learning systems
Data storage equipment
Markov model
Machine Learning
Scenarios

An overview of multiple sequence alignment methods applied to transmembrane proteins

Zambrano-Vega, C., Oviedo, B., Villamar-Torres, R., Botto-Tobar, M. & Barros-Rodríguez, M., 1 Jan 2019, Technology Trends - 4th International Conference, CITT 2018, Revised Selected Papers. Botto-Tobar, M., D’Armas, M., Zúñiga Sánchez, M., Zúñiga-Prieto, M. & Pizarro, G. (eds.). Cham: Springer, p. 410-419 10 p. (Communications in Computer and Information Science; vol. 895)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Multiple Sequence Alignment
Proteins
Protein
Protein Sequence
Cytology

A practical algorithm for spatial agglomerative clustering

Castermans, T., Speckmann, B. & Verbeek, K., 2019, Proceedings of the Twenty-First Workshop on Algorithm Engineering and Experiments. Philadelphia: Society for Industrial and Applied Mathematics (SIAM), p. 174-185 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Spatial Clustering
Quadtree
Clustering
Inverse function
Hierarchical Clustering

A retargetable fault injection framework for safety validation of autonomous vehicles

Fu, Y., Terechko, A., Bijlsma, T., Cuijpers, P. J. L., Redegeld, J. & Ors, A. O., 9 May 2019, 2019 IEEE International Conference on Software Architecture - Companion, ICSA-C 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 69-76 8 p. 8712351

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Hardware
User interfaces
Electronic equipment
Health
Robots

A spanner for the day after

Buchin, K., Har-Peled, S. & Oláh, D., 1 Jun 2019, 35th International Symposium on Computational Geometry, SoCG 2019. Barequet, G. & Wang, Y. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 15 p. 19. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 129)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File

Assessing the meaning of emojis for emotional awareness - a pilot study

Brants, W. M. G., Sharif, B. & Serebrenik, A., 13 May 2019, Companion of The 2019 World Wide Web Conference. Association for Computing Machinery, Inc, p. 419-423

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access

Automated tractography of four white matter fascicles in support of brain tumor surgery

Meesters, S., Rutten, G-J., Fuster, A. & Florack, L., 2019, Automated Tractography of Four White Matter Fascicles in Support of Brain Tumor Surgery.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File

Beyond the code itself: how programmers really look at pull requests

Ford, D., Behroozi, M., Serebrenik, A. & Parnin, C., 28 May 2019, 41st International Conference on Software Engineering, Software Engineering in Society. IEEE Computer Society, p. 51-60

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access

Brain connectivity measures via direct sub-Finslerian front propagation on the 5D sphere bundle of positions and directions

Portegies, J., Meesters, S., Ossenblok, P., Fuster, A., Florack, L. & Duits, R., 3 May 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018: 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I. Bonet-Carne, E., Grussu, F., Ning, L., Sepehrband, F. & Tax, C. M. W. (eds.). Cham: Springer, p. 309-321 13 p. (Lecture Notes in Computer Science ; vol. 11070)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
Front Propagation
Brain
Bundle
Connectivity
Magnetic resonance imaging

Cancer detection in mass spectrometry imaging data by recurrent neural networks

Ghazvinian Zanjani, F., Panteli, A., Zinger, S., van der Sommen, F., Tan, T., Balluff, B., Vos, D. R. N., Ellis, S. R., Heeren, R. M. A., Lucas, M., Marquering, H. A., Jansen, I., Savci-Heijink, C. D., de Bruin, D. M. & de With, P. H. N., 2019, (Accepted/In press) 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

CARONTE: crawling adversarial resources over non-trusted, high-profile environments

Campobasso, M., Burda, P. & Allodi, L., 2019, (Accepted/In press) Workshop on Attackers and Cyber-Crime Operations (WACCO). Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Scalability
Servers
Monitoring
Costs

Cognitive triaging of phishing attacks

Heijden, A. V. D. & Allodi, L., 6 May 2019, (Accepted/In press) Usenix Security 2019. Usenix Association

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
Electronic mail
Remediation
Learning systems

Combining interactive hierarchy visualizations in a web-based application

Burch, M., Aerts, W., Bon, D., McCarren, S., Rothuizen, L., Smet, O. & Wöltgens, D., Feb 2019, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Kerren, A., Hurter, C. & Braz, J. (eds.). Setúbal: SCITEPRESS-Science and Technology Publications, Lda., p. 191-198 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Visualization
Taxonomies
Sports
Software engineering
Servers

Computational effort of BDD-based supervisor synthesis of extended finite automata

Thuijsman, S., Hendriks, D., Theunissen, R. J. M., Reniers, M. & Schiffelers, R., 2019, (Accepted/In press) 2019 IEEE 15th International Conference on Automation Science and Engineering. Institute of Electrical and Electronics Engineers, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Binary decision diagrams
Supervisory personnel
Finite automata
Clocks
Experiments

Confusion in code reviews: reasons, impacts and coping strategies: reasons, Impacts, and Coping Strategies

Ebert, F., Castor, F., Novielli, N. & Serebrenik, A., 15 Mar 2019, SANER 2019 - Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering. Shihab, E., Lo, D. & Wang, X. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 49-60 12 p. 8668024

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Triangulation
Quality assurance
Defects

Conservative mimetic cut-cell method for incompressible Navier-Stokes equations

Beltman, R., Anthonissen, M. & Koren, B., 1 Jan 2019, Numerical Mathematics and Advanced Applications ENUMATH 2017. Radu, F. A., Kumar, K., Berre, I., Nordbotten, J. M. & Pop, I. S. (eds.). Cham: Springer, p. 1035-1043 9 p. (Lecture Notes in Computational Science and Engineering; vol. 126)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Incompressible Navier-Stokes Equations
Vorticity
Cartesian
Navier Stokes equations
Boundary conditions

Constrained optimization of fuel efficiency for RCCI engines

Xia, L., Willems, R., de Jager, B. & Willems, F., 28 Jun 2019, 9th IFAC International Symposium on Advances in Automotive Control. p. 648-653

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Convex polygons in Cartesian products

De Carufel, J. L., Dumitrescu, A., Meulemans, W., Ophelders, T., Pennarun, C., Tóth, C. D. & Verdonschot, S., 1 Jun 2019, 35th International Symposium on Computational Geometry, SoCG 2019. Barequet, G. & Wang, Y. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 129, 17 p. 22

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Polynomials

Correct and efficient antichain algorithms for refinement checking

Laveaux, M., Groote, J. F. & Willemse, T., 29 May 2019, Formal Techniques for Distributed Objects, Components, and Systems 39th IFIP WG 6.1 International Conference, FORTE 2019, Held as Part of the 14th International Federated Conference on Distributed Computing Techniques, DisCoTec 2019, Kongens Lyngby, Denmark, June 17–21, 2019, Proceedings. Pérez, J. & Yoshida, N. (eds.). Cham: Springer, p. 185-203 19 p. (Lecture Notes in Computer Science; vol. 11535)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Antichain
Refinement
Correctness
Divergence
Specification

Data-driven online monitoring of wind turbines

Kenbeek, T., Kapodistria, S. & Di Bucchianico, A., 12 Mar 2019, Proceedings of the 12th EAI International Conference on Performance Evaluation Methodologies and Tools, VALUETOOLS 2019. Association for Computing Machinery, Inc, p. 143-150 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Wind turbines
Monitoring
Statistical process control
Regression analysis
Sensors

Data-driven usability test scenario creation

van Eck, M. L., Markslag, E., Sidorova, N., Brosens-Kessels, A. & van der Aalst, W. M. P., 1 Jan 2019, Human-Centered Software Engineering - 7th IFIP WG 13.2 International Working Conference, HCSE 2018, Revised Selected Papers. Lárusdóttir, M. K., Winckler, M., Kuusinen, K., Palanque, P. & Bogdan, C. (eds.). Cham: Springer, p. 88-108 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11262 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Usability Test
Data-driven
Scenarios
Usability
Product development

Deep learning approach to semantic segmentation in 3D point cloud intra-oral scans of teeth

Ghazvinian Zanjani, F., Anssari Moin, D., Verheij, B., Claessen, F., Cherici, T., Tan, T. & de With, P. H. N., 2019, International Conference on Medical Imaging with Deep Learning (MIDL). PMLR, Vol. 102, (Proceedings of Machine Learning Research)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access

Describing behavior of processes with many-to-many interactions

Fahland, D., 1 Jan 2019, Application and Theory of Petri Nets and Concurrency - 40th International Conference, PETRI NETS 2019, Proceedings. Haar, S. & Donatelli, S. (eds.). Springer, p. 3-24 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11522 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Many to many
Data structures
Interaction
Synchronization
Data Modeling

Designing IoT systems: patterns and managerial conflicts

Rahman, L. F., Ozcelebi, T. & Lukkien, J. J., 1 Mar 2019, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019. Piscataway: Institute of Electrical and Electronics Engineers Inc., p. 542-548 7 p. 8730573

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Life cycle
Systems analysis
Specifications
Internet of things
Stakeholders

Does UML modeling associate with higher software quality in open-source software?

Raghuraman, A., Ho-Quang, T., Chaudron, M. R. V., Serebrenik, A. & Vasilescu, B., 1 Mar 2019, (Accepted/In press) Proceedings of the 16th International Conference on Mining Software Repositories (MSR 2019). ACM/IEEE, p. 101-104

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access

Doubly half-injective PRGs for incompressible white-box cryptography

Alpirez Bock, E., Amadori, A., Bos, J. W., Brzuska, C. & Michiels, W., 3 Feb 2019, Topics in Cryptology – CT-RSA 2019 - The Cryptographers’ Track at the RSA Conference 2019, Proceedings. Matsui, M. (ed.). Cham: Springer, p. 189-209 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11405 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Cryptography
Injective
Attack
Digital Rights Management
Incompressibility

Efficiently computing alignments: algorithm and datastructures

van Dongen, B. F., 29 Jan 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). Springer, p. 44-55 12 p. (Lecture Notes in Business Information Processing; vol. 342)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Data Structures
Alignment
Time Complexity
Computing
Data storage equipment

Ensemble-based prediction of business processes bottlenecks with recurrent concept drifts

Spenrath, Y. & Hassani, M., 1 Jan 2019, Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference: Lisbon, Portugal, March 26, 2019. Papotti, P. (ed.). CEUR-WS.org, 8 p. (CEUR Workshop Proceedings; vol. 2322)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Industry

Eventpad: Rapid malware analysis and reverse engineering using visual analytics

Cappers, B. C. M., Meessen, P. N., Etalle, S. & Van Wijk, J. J., 9 May 2019, 2018 IEEE Symposium on Visualization for Cyber Security, VizSec 2018. Trent, S., Kohlhammer, J., Sauer, G., Gove, R., Best, D., Paul, C. L., Prigent, N. & Staheli, D. (eds.). Institute of Electrical and Electronics Engineers, 8 p. 8709230

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Reverse engineering
Data visualization
Data reduction
Agglomeration
Personnel

Evolutionary construction of convolutional neural networks

van Knippenberg, M. S., Menkovski, V. & Consoli, S., Feb 2019, Machine Learning, Optimization, and Data Science - 4th International Conference, LOD 2018, Revised Selected Papers. Nicosia, G., Giuffrida, G., Nicosia, G., Pardalos, P., Sciacca, V. & Umeton, R. (eds.). Cham: Springer, p. 293-304 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11331 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Neural networks
Evolutionary algorithms
Deep neural networks
Deep learning

Experience report: combining mixed-criticality support with resource reservation and spare capacity allocation

Bril, R. J. & Luit, E. J., 9 May 2019, Proceedings - 2019 IEEE International Conference on Software Architecture - Companion, ICSA-C 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 65-68 4 p. 8712383

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Experiments

Fast secure comparison for medium-sized integers and its application in binarized neural networks

Abspoel, M., Bouman, N. J., Schoenmakers, B. & de Vreede, N., 1 Jan 2019, Topics in Cryptology – CT-RSA 2019 - The Cryptographers’ Track at the RSA Conference 2019, Proceedings. Matsui, M. (ed.). Cham: Springer, p. 453-472 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11405 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Legendre
Neural Networks
Neural networks
Integer
Multilayer neural networks

Gender diversity and women in software teams: how do they affect community smells?

Catolino, G., Palomba, F., Tamburri, D. A., Serebrenik, A. & Ferrucci, F., 28 May 2019, 41st International Conference on Software Engineering, Software Engineering in Society. ACM/IEEE, p. 11-20 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
gender
community
software development
organizational structure
software

Going farther together: the impact of social capital on sustained participation in open source

Qiu, H. S., Nolte, A., Brown, A., Serebrenik, A. & Vasilescu, B., 28 May 2019, International Conference on Software Engineering. IEEE Computer Society, p. 688-699 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
social capital
participation
career advancement
empirical method
disengagement

How remote work can foster a more inclusive environment for transgender developers

Ford, D., Milewicz, R. & Serebrenik, A., 27 May 2019, Workshop on Gender Equality in Software Engineering. ACM/IEEE, p. 9-12

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
1 Citation (Scopus)

How stable are Eclipse application framework internal interfaces?

Businge, J., Kawuma, S., Openja, M., Bainomugisha, E. & Serebrenik, A., 15 Mar 2019, SANER 2019 - Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering. Shihab, E., Lo, D. & Wang, X. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 117-127 11 p. 8668018

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
Application programming interfaces (API)
Interfaces (computer)

ICIE 1.0: a novel tool for interactive contextual interaction explanations

van der Zon, S. B., Duivesteijn, W., van Ipenburg, W., Veldsink, J. & Pechenizkiy, M., 1 Jan 2019, ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018, Proceedings. Monreale, A. & Alzate, C. (eds.). Cham: Springer, p. 81-94 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11054 LNAI)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Interaction
Banking
Insurance
Privacy
Transactions

Improving merging conditions for recomposing conformance checking

Lee, W. L. J., Munoz-Gama, J., Verbeek, H. M. W., van der Aalst, W. M. P. & Sepúlveda, M., 1 Jan 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). Cham: Springer, p. 31-43 13 p. (Lecture Notes in Business Information Processing; vol. 342)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Merging
Process Mining
Alignment
Decomposition Techniques
Scalability
1 Citation (Scopus)

Improving model inference in industry by combining active and passive learning

Yang, N., Aslam, K., Schiffelers, R. R. H., Lensink, L., Hendriks, D., Cleophas, L. G. W. A. & Serebrenik, A., 15 Mar 2019, 26th IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2019). Shihab, E., Lo, D. & Wang, X. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 253-263 11 p. 8668007

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Industry
Lithography
Problem-Based Learning
Semiconductor materials

Learning clusters through information diffusion

Prokhorenkova, L., Tikhonov, A. & Litvak, N., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. New York: Association for Computing Machinery, Inc, p. 3151-3157 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Learning with delayed synaptic plasticity

Yaman, A., Iacca, G., Mocanu, D., Fletcher, G. & Pechenizkiy, M., 2019, The Genetic and Evolutionary Computation Conference. arXiv.org, 10 p. 1903.09393v2

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Neurons
Plasticity
Chemical activation
Reinforcement
Neural networks