• De Zaale, Atlas 5.402

    Eindhoven

    Netherlands

  • P.O. Box 513, Atlas

    5600 MB Eindhoven

    Netherlands

Research Output 1973 2020

2020

Scalable entity resolution for Web product descriptions

Vandic, D., Frasincar, F., Kaymak, U. & Riezebos, M., 1 Jan 2020, In : Information Fusion. 53, p. 103-111 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Consumer electronics
Sales
Experiments
2019

3D virtual world BPM training systems: process gateway experimental results

Leyer, M., Brown, R., Aysolmaz, B., Vanderfeesten, I. & Turetken, O., 2019, Advanced Information Systems Engineering - 31st International Conference, CAiSE 2019, Proceedings. Giorgini, P. & Weber, B. (eds.). Cham: Springer, p. 415-429 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11483 LNCS)

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

Open Access
File
Virtual Worlds
Gateway
Personnel
Experimental Results
Industry
3 Citations (Scopus)

A decision support method to increase the revenue of ad publishers in waterfall strategy

Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 1 May 2019, CIFEr 2019 - IEEE Conference on Computational Intelligence for Financial Engineering and Economics. Piscataway: Institute of Electrical and Electronics Engineers, 8 p. 8759106

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

Open Access
File
Websites
Marketing
Sales
Reinforcement learning

A novel multi-objective approach to fuzzy clustering

Spolaor, S., Fuchs, C., Kaymak, U. & Nobile, M. S., 2019, (Accepted/In press) 2019 IEEE Symposium Series on Computational Intelligence.

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

Fuzzy clustering
Multiobjective optimization
Global optimization
Sorting
Clustering algorithms
2 Citations (Scopus)

A PSO-based algorithm for reserve price optimization in online ad auctions

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., 2019, 2019 IEEE Congress on Evolutionary Computation (CEC). Piscataway: Institute of Electrical and Electronics Engineers, p. 2611-2619 8789915

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

Open Access
File
Particle swarm optimization (PSO)
Marketing
Experiments
Industry
Knowledge management
Defects
Communication
3 Citations (Scopus)

A reinforcement learning method to select ad networks in Waterfall Strategy

Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 2019, ICAART 2019 - Proceedings of the 11th International Conference on Agents and Artificial Intelligence. Steels, L., Rocha, A. & van den Herik, J. (eds.). SCITEPRESS-Science and Technology Publications, Lda., Vol. 2, p. 256-265 10 p.

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

Open Access
File
Reinforcement learning
Websites
Marketing

A swarm intelligence approach to avoid local optima in fuzzy c-means clustering

Fuchs, C., Spolaor, S., Nobile, M. & Kaymak, U., 2019, (Accepted/In press) 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

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

Particle swarm optimization (PSO)
Tuning
Fuzzy clustering
Global optimization
Fuzzy logic

BPMS-RA: a novel Reference Architecture for Business Process Management Systems

Pourmirza, S., Peters, S., Dijkman, R. & Grefen, P., 2019, In : ACM Transactions on Internet Technology. 19, 1, 23 p., 13

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Industry
Service oriented architecture (SOA)
Systems engineering
Data mining
Big data

Business-IT alignment improvement in co-creation value networks: design of a reference model-based support

Bagheri, S., Kusters, R. J., Trienekens, J. J. M. & Grefen, P. W. P. J., 2019, BIS 2018: Business Information Systems Workshops, Lecture Notes in Business Information Processing book series(LNBIP). Abramowicz, W. & Paschke, A. (eds.). Springer Nature Switzerland AG, p. 143–155 13 p. (Lecture Notes in Business Information Processing book series; vol. 339)

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

Industry

Business processes exceptions in relation to operational performance

Dijkman, R., Turetken, O., van IJzendoorn, G. R. & de Vries, M., 2019, In : Business Process Management Journal. 25, 5, p. 908-922

Research output: Contribution to journalArticleAcademicpeer-review

Business process model
Business process
Business performance
Throughput
Continuous improvement

Can existing guideline languages meet the requirements of computerized checklist systems?

Lu, L., Nan, S., Zhang, S., Lu, X. & Duan, H., 21 Jan 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 1500-1503 4 p. 8621299

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

Checklist
Language
Guidelines
Maintainability
Security systems

Co-location specification for IoT-aware collaborative business processes

Grefen, P., Brouns, N., Ludwig, H. & Serral Asensio, E., 2019, Information Systems Engineering in Responsible Information Systems. CAiSE 2019.. Cappiello, C. & Ruiz, M. (eds.). Cham: Springer, p. 120-132 13 p. (Lecture Notes in Business Information Processing; vol. 350)

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

Specifications
Containers
Ship cranes
Industry
Trucks

Column generation based math-heuristic for classification trees

Firat, M., Crognier, G., Gabor, A., Hurkens, C. A. J. & Zhang, Y., 6 Jul 2019, (Submitted) In : Computers & Operations Research. 29 p., 1810.06684v1

Research output: Contribution to journalArticleAcademicpeer-review

File
Classification Tree
Column Generation
Decision trees
Linear programming
Integer Linear Programming

Computational Intelligence for life sciences

Besozzi, D., Castelli, M., Cazzaniga, P., Manzoni, L., Nobile, M. S., Ruberto, S., Rundo, L., Spolaor, S., Tangherloni, A. & Vanneschi, L., Jul 2019, (Accepted/In press) In : Fundamenta Informaticae.

Research output: Contribution to journalSpecial issueAcademicpeer-review

Computational Intelligence
Life sciences
Artificial intelligence
Swarm Intelligence
Protein folding

Customer knowledge transfer challenges in a co-creation value network: toward a reference model

Bagheri, S., Kusters, R. & Trienekens, J., 2019, In : International Journal of Information Management. 47, p. 198-214 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

knowledge transfer
customer
Values
firm
research approach

Data driven design for online industrial auctions

Ye, Q. C., Rhuggenaath, J., Zhang, Y., Verwer, S. E. & Hilgeman, M. J., 2019 7 p.

Research output: Contribution to conferencePaperAcademic

Open Access
File
Display devices

Data-driven policy on feasibility determination for the train shunting problem

De Oliveira Da Costa, P., Rhuggenaath, J., Zhang, Y., Akcay, A., Lee, W-J. & Kaymak, U., 2019, The European Conference on Machine Learning (ECML) and Principles and Practice of Knowledge Discovery in Databases (PKDD). 16 p. Arxiv 190711v1

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
Planning
Scheduling
Parking
Learning systems
Decision making

Decision support for declarative artifact-centric process models

Voorberg, S., Eshuis, R., van Jaarsveld, W. & van Houtum, G. J., 2019, Business Process Management Forum - BPM Forum 2019, Proceedings. Hildebrandt, T., van Dongen, B. F., Röglinger, M. & Mendling, J. (eds.). Cham: Springer, p. 36-52 17 p. (Lecture Notes in Business Information Processing; vol. 360)

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

Decision Support
Process Model
Markov Decision Process
Information retrieval
Data-driven

Design of a reference model based approach to support business-IT alignment improvement in co-creation value networks

Bagheri, S., 15 Jan 2019, Eindhoven: Technische Universiteit Eindhoven. 284 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Determining capacity of shunting yards by combining graph classification with local search

van de Ven, A. J. G., Zhang, Y., Lee, W-J., Eshuis, H. & Wilbik, A. M., 2019, 11th International Conference on Agents and Artificial Intelligence (ICAART 2019). Steels, L., Rocha, A. & van den Herik, J. (eds.). SCITEPRESS-Science and Technology Publications, Lda., Vol. 2, p. 285-293 9 p.

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

Open Access
File
Learning systems
Simulators
Industrial applications
Neural networks
Planning

Developing process execution support for high tech manufacturing processes

Vanderfeesten, I. T. P., Erasmus, J., Traganos, K., Bouklis, P., Garbi, A., Boultadakis, G., Dijkman, R. M. & Grefen, P. W. P. J., 27 Jul 2019, Empirical studies on the development of executable business processes. Lübke, D. & Pautasso, C. (eds.). Cham: Springer, 113 p.

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

Robots
Industry
Industrial plants
Information systems
Internet of things

Digitalisering van het preoperative proces

van Suylekom, W., 30 Sep 2019, (Accepted/In press) Eindhoven: Technische Universiteit Eindhoven.

Research output: ThesisPd Eng ThesisAcademic

Discovering reliable evidence of data misuse by exploiting rule redundancy

Genga, L., Zannone, N. & Squicciarini, A., 1 Nov 2019, In : Computers and Security. 87, 17 p., 101577

Research output: Contribution to journalArticleAcademicpeer-review

Association rules
redundancy
Transparency
Redundancy
Decision making
1 Citation (Scopus)

Empirical research for software architecture decision making: an analysis

Razavian, M., Paech, B. & Tang, A., 1 Mar 2019, In : Journal of Systems and Software. 149, p. 360-381 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

Software architecture
Decision making
Social sciences

Enabling efficient process mining on large data sets: realizing an in-database process mining operator

Dijkman, R., Gao, J., Syamsiyah, A., van Dongen, B., Grefen, P. & ter Hofstede, A., 19 May 2019, In : Distributed and Parallel Databases.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Mathematical operators
Process mining
Data base
Operator
Algebra

Estimation of kinetic reaction constants: exploiting reboot strategies to improve PSO’s performance

Spolaor, S., Tangherloni, A., Rundo, L., Cazzaniga, P. & Nobile, M. S., 14 Feb 2019, Computational Intelligence Methods for Bioinformatics and Biostatistics - 14th International Meeting, CIBB 2017, Revised Selected Papers. Policriti, A., Klau, G. W., Bracciali, A., Bartoletti, M., Tagliaferri, R., Barla, A. & Peterson, L. (eds.). Cham: Springer, p. 92-102 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10834 LNBI)

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

Reaction Kinetics
Particle swarm optimization (PSO)
Particle Swarm Optimization
Rate constants
Parameter estimation

Evaluation of computer-tailored motivational messaging in a health promotion context

D'Hondt, J. E., Nuijten, R. & Van Gorp, P., Oct 2019, (Accepted/In press) 11th International and Interdisciplinary Conference on Modeling and Using Context. 14 p.

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

Open Access
File
persuasion
health promotion
evaluation
personality
recipient

Evaluation of the impact of extrinsic rewards on user engagement in a health promotion context

Nuijten, R., van Gorp, P., Kaymak, U., Simons, M., Kemperman, A. & van den Berg, P., Aug 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Piscataway: Institute of Electrical and Electronics Engineers, p. 3600-3604 5 p.

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

Open Access
File
health promotion
reward
campaign
evaluation
staff

Fuzzy logic based pricing combined with adaptive search for reserve price optimization in online ad auctions

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., 2019, (Accepted/In press) 2019 IEEE International Conference on Fuzzy Systems. Institute of Electrical and Electronics Engineers

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

Open Access
File

Fuzzy modeling to ‘understand’ personal preferences of mHealth users: a case study

Nuijten, R., Kaymak, U., Van Gorp, P., Simons, M., van den Berg, P. & Le Blanc, P., Sep 2019, 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019). Atlantis Press, Vol. 1, p. 558-565 8 p.

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

Open Access
File
Fuzzy inference
mHealth

Identify facilitators and challenges in computerized checklist implementation

Nan, S., de Bie, A., Zhang, S., Korsten, H., Lu, X. & Duan, H., 21 Aug 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). Amsterdam: IOS Press, p. 1737-1738 2 p. (Studies in Health Technology and Informatics; vol. 264)

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

Open Access
File
Checklist
Patient Safety
Safety
1 Citation (Scopus)

Influential characteristics of enterprise information system user interfaces

Türetken, O., Ondracek, J. & IJsselsteijn, W. A., 11 Apr 2019, In : Journal of Computer Information Systems . 59, 3, p. 243-255 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
user interface
User interfaces
information system
Information systems
Industry

Insights on traffic management in the MaaS value chain

Coconea, L., Mizaras, V., Türetken, O., Dovinola, G. & Grefen, P., 6 Jun 2019, ITS European Congress 2019.

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

Open Access
File
Industry
Managers

Learning optimal classification trees using a binary linear program formulation

Verwer, S. & Zhang, Y., 2019, The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). AAAI Press, Vol. 33, p. 1625-1632

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

Open Access
File
Linear programming

Machine learning based simulation optimisation for trailer management

Rijnen, D. J. F., Rhuggenaath, J., Costa, P. R. D. O. D. & Zhang, Y., 2019, (Accepted/In press) IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC). IEEE-SMC

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

Open Access
File
Light trailers
Learning systems
Feedforward neural networks
Discrete event simulation
Industry

Mining local process models and their correlations

Genga, L., Tax, N. & Zannone, N., 1 Jan 2019, Data-Driven Process Discovery and Analysis - 7th IFIP WG 2.6 International Symposium, SIMPDA 2017, Revised Selected Papers. van Keulen, M., Ceravolo, P. & Stoffel, K. (eds.). Cham: Springer, p. 65-88 24 p. (Lecture Notes in Business Information Processing; vol. 340)

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

Process Model
Mining
Process model
Demonstrate
Output

Modeling uncertainty in declarative artifact-centric process models

Eshuis, R. & Firat, M., 29 Jan 2019, Business Process Management Workshops: BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). Berlin: Springer, p. 281-293 (Business Process Management Workshops; vol. 342)

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

Global system for mobile communications
Industry
Fuzzy logic
Engines
Uncertainty

No age thresholds in the emergency department: a retrospective cohort study on age differences

Fuchs, C., Çelik, B., Brouns, S. H. A., Kaymak, U. & Haak, H. R., 30 Jan 2019, In : PLoS ONE. 14, 1, 11 p., e0210743

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Bins
cohort studies
Hospital Emergency Service
Cohort Studies
Retrospective Studies

On accurate, automated and insightful deviation analysis of clinical protocols

Yan, H., Lu, X., van Gorp, P., Heines, S. J. H., Nan, S., van Mook, W., Bergmans, D., Kaymak, U. & Duan, H., 21 Jan 2019, 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 1130-1134 5 p. 8621133

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

Clinical Protocols
Practice Guidelines
Intensive care units
Critical Pathways
Automation

On using fuzzy sets in healthcare process analysis

Kaymak, U., 2019, 13th International Conference on Theory and Application of Fuzzy Systems and Soft Computing — ICAFS-2018 -. Kacprzyk, J., Pedrycz, W., Jamshidi, M., Sadikoglu, F. M. & Aliev, R. A. (eds.). Cham: Springer, p. 24 1 p. (Advances in Intelligent Systems and Computing; vol. 896)

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

Open Access
Fuzzy sets
Soft computing
Health care
Concretes

Optimal display-ad allocation with guaranteed contracts and supply side platforms

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., 1 Nov 2019, In : Computers and Industrial Engineering. 137, 13 p., 106071

Research output: Contribution to journalArticleAcademicpeer-review

Stochastic programming
Display devices
Websites
Sales
Experiments
3 Citations (Scopus)

Optimizing reserve prices for publishers in online ad auctions

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., 2019, 2019 IEEE Conference on Computational Intelligence for Financial Engineering and Economics. Piscataway: Institute of Electrical and Electronics Engineers, 8 p. 8759123

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

Open Access
File
Sampling
Experiments
Uncertainty

PGO voor de regio

Vloet, M., 1 Oct 2019, (Accepted/In press) Eindhoven: Technische Universiteit Eindhoven.

Research output: ThesisPd Eng ThesisAcademic

Predicting critical behaviors in business process executions: when evidence counts

Genga, L., Di Francescomarino, C., Ghidini, C. & Zannone, N., 17 Jul 2019, Business Process Management Forum. BPM 2019: BPM Forum 2019, Vienna, Austria, September 1–6, 2019, Proceedings. Hildebrandt, T., van Dongen, B. F., RöglingeR, M. & Mendling, J. (eds.). Cham: Springer, p. 72-90 (Lecture Notes in Business Information Processing; vol. 360)

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

Process monitoring
Monitoring
Industry

Reasoning about property preservation in adaptive case management

Eshuis, H., Hull, R. & Yi, M., 2019, In : ACM Transactions on Internet Technology. 19, 1, 21 p., 12

Research output: Contribution to journalArticleAcademicpeer-review

Industry

Remaining useful lifetime prediction via deep domain adaptation

Costa, P. R. D. O. D., Akcay, A., Zhang, Y. & Kaymak, U., 17 Jul 2019, In : arXiv. 30 p., 1907.07480v1

Research output: Contribution to journalArticleAcademic

Open Access
File
Health
Neural networks
Condition monitoring
Time series
Degradation

Representing variability in enterprise architecture: a case study

Rurua, N., Eshuis, H. & Razavian, M., 8 Apr 2019, In : Business & Information Systems Engineering. 61, 2, p. 215-227 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Industry

Service-dominant business model design for digital innovation in smart mobility

Türetken, O., Grefen, P. W. P. J., Gilsing, R. A. M. & Adali, O. E., 11 Feb 2019, In : Business & Information Systems Engineering. 61, 1, p. 9-29

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Innovation
Industry
Radar
Information technology
Planning