• De Zaale, Atlas 5.402

    Eindhoven

    Netherlands

  • P.O. Box 513, Atlas

    5600 MB Eindhoven

    Netherlands

Research Output 1973 2020

2020
4 Downloads (Pure)

Remaining useful lifetime prediction via deep domain adaptation

da Costa, P. R. D. O., Akçay, A., Zhang, Y. & Kaymak, U., 1 Mar 2020, In : Reliability Engineering and System Safety. 195, 13 p., 106682.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Neural networks
Condition monitoring
Propulsion
NASA
Health

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
38 Downloads (Pure)

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)
41 Downloads (Pure)

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 heuristic policy for dynamic pricing and demand learning with limited price changes and censored demand

Rhuggenaath, J., de Oliveira da Costa, P. R., Akcay, A., Zhang, Y. & Kaymak, U., 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) . Piscataway: Institute of Electrical and Electronics Engineers, p. 3693-3698 6 p.

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

Open Access
File
Dynamic demand
Price changes
Dynamic pricing
Seller
Heuristics

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)
76 Downloads (Pure)

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

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 2611-2619 9 p. 8789915

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

Open Access
File
Particle swarm optimization (PSO)
Marketing
Experiments
2 Downloads (Pure)
Industry
Knowledge management
Defects
Communication

A reinforcement learning method to select ad networks in waterfall strategy

Afshar, R. R. A., Zhang, Y., Firat, M. & Kaymak, U., 1 Jan 2019, BNAIC/BENELEARN 2019: Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019). Beuls, K., Bogaerts, B. & Bontempi, G. (eds.). CEUR-WS.org, 2 p. 112. (CEUR Workshop Proceedings; vol. 2491).

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

Open Access
File
4 Citations (Scopus)
27 Downloads (Pure)

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. van den Herik, J., Steels, L. & Rocha, A. (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., 1 Jun 2019, 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8858940

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

Self-tuning
Fuzzy C-means Clustering
Swarm Intelligence
Particle swarm optimization (PSO)
Partitioning
91 Downloads (Pure)

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

Pourmirza, S., Peters, S., Dijkman, R. & Grefen, P., Feb 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
1 Downloads (Pure)

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, Business Information Systems Workshops - BIS 2018 International Workshops, Revised Papers. Abramowicz, W. & Paschke, A. (eds.). Springer Nature Switzerland AG, p. 143–155 13 p. (Lecture Notes in Business Information Processing; vol. 339).

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

Industry
8 Downloads (Pure)

Business model innovation in the smart mobility domain

Türetken, O., Grefen, P., Gilsing, R., Adali, E. & Ozkan, B., 1 Sep 2019, Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving. Lu, M. (ed.). London, p. 63-86 (IET Transportation Series; vol. 25).

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

Open Access
File

Business processes exceptions in relation to operational performance

Dijkman, R., Turetken, O., van IJzendoorn, G. R. & de Vries, M., 2 Sep 2019, In : Business Process Management Journal. 25, 5, p. 908-922 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Business process
Throughput
Business process model
Business performance
Work values
2 Downloads (Pure)

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
1 Downloads (Pure)

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.. Ruiz, M. & Cappiello, C. (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
41 Downloads (Pure)

Column generation based math-heuristic for classification trees

Firat, M., Crognier, G., Gabor, A., Hurkens, C. A. J. & Zhang, Y., 11 Dec 2019, (Accepted/In press) In : Computers & Operations Research. 29 p., 1810.06684v1.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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., 23 Oct 2019, In : Fundamenta Informaticae. 171, 1-4, p. 57-80

Research output: Contribution to journalArticleAcademicpeer-review

Computational Intelligence
Life sciences
Artificial intelligence
Swarm Intelligence
Protein folding
4 Downloads (Pure)

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

Bagheri, S., Kusters, R. & Trienekens, J., Aug 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
9 Downloads (Pure)

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
37 Downloads (Pure)

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
Scheduling
Planning
Parking
Learning systems
Deep neural networks
2 Downloads (Pure)

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

Deep representation learning for individualized treatment effect estimation using electronic health records

Chen, P., Dong, W., Lu, X., Kaymak, U., He, K. & Huang, Z., 1 Dec 2019, In : Journal of Biomedical Informatics. 100, 11 p., 103303.

Research output: Contribution to journalArticleAcademicpeer-review

Electronic Health Records
Health
Learning
Therapeutics
Heart Failure
8 Downloads (Pure)

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)

50 Downloads (Pure)

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., van den Herik, J. & Rocha, A. (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
2 Downloads (Pure)

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, Eindhoven: Technische Universiteit Eindhoven. 66 p.

Research output: ThesisPd Eng Thesis

2 Downloads (Pure)

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)
2 Downloads (Pure)

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
Data base
Process mining
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
14 Downloads (Pure)

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

D'Hondt, J. E., Nuijten, R. & Van Gorp, P., Nov 2019, Modeling and using context: 11th International and Interdisciplinary Conference, CONTEXT 2019, Trento, Italy, November 20–22, 2019, Proceedings. Bella, G. & Bouquet, P. (eds.). Cham: Springer, p. 120-133 14 p. (Lecture Notes in Computer Science ; vol. 11939).

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

Open Access
File
persuasion
health promotion
evaluation
personality
recipient
19 Downloads (Pure)

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
2 Citations (Scopus)
37 Downloads (Pure)

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

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., 1 Jun 2019, 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019. Piscataway: Institute of Electrical and Electronics Engineers, 8 p. 8858975

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

Open Access
File
Auctions
Fuzzy Logic
Fuzzy logic
Pricing
Optimization

Fuzzy modeling and global optimization to predict novel therapeutic targets in cancer cells

Nobile, M. S., Votta, G., Palorini, R., Spolaor, S., De Vitto, H., Cazzaniga, P., Ricciardiello, F., Mauri, G., Alberghina, L., Chiaradonna, F. & Besozzi, D., 14 Nov 2019, (Accepted/In press) In : Bioinformatics.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Fuzzy Modeling
Heterogeneous Systems
Global optimization
Global Optimization
Cancer
13 Downloads (Pure)

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
3 Downloads (Pure)

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)
80 Downloads (Pure)

Influential characteristics of enterprise information system user interfaces

Türetken, O., Ondracek, J. & IJsselsteijn, W. A., 4 May 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
21 Downloads (Pure)

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. 8 p. TP1819

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

Open Access
File
Industry
Managers
64 Downloads (Pure)

Internal audit effectiveness: operationalization and influencing factors

Türetken, O., Jethefer, S. & Ozkan, B., 22 Oct 2019, (Accepted/In press) In : Managerial Auditing Journal.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Operationalization
Internal audit
Audit effectiveness
Influencing factors
Factors
3 Downloads (Pure)

Inzicht in waarde, een How-to : een blauwdruk voor waardegedreven verbeterdashboards in de zorg

Schooneveldt, B. C., 1 Feb 2019, Eindhoven: Technische Universiteit Eindhoven. 63 p.

Research output: ThesisPd Eng Thesis

Learning optimal classification trees using a binary linear program formulation

Verwer, S. & Zhang, Y., 1 Jan 2019, In : CEUR Workshop Proceedings.

Research output: Contribution to journalConference articleAcademicpeer-review

Linear programming
13 Downloads (Pure)

Learning optimal classification trees using a binary linear program formulation

Verwer, S. & Zhang, Y., 2019, Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). Palo Alto, California USA: AAAI Press, p. 1625-1632

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

Open Access
File
Linear programming

Lost and found: predicting airline baggage at-risk of being mishandled

Mullick, S., Zervanou, K., Kaymak, U., Zhang, Y. & van Leeuwen, H., Dec 2019, (Accepted/In press) Proceedings of the International Conference on Agents and Artificial Intelligence.

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

Logistics
Industry
8 Downloads (Pure)

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

Metabolic Health Index (MHI): assessment of comorbidity in bariatric patients based on biomarkers

van Loon, S. L. M., Deneer, R., Nienhuijs, S. W., Wilbik, A., Kaymak, U., van Riel, N., Scharnhorst, V. & Boer, A-K., 14 Nov 2019, In : Obesity Surgery.

Research output: Contribution to journalArticleAcademicpeer-review

Bariatrics
Comorbidity
Biomarkers
Health
Ambulatory Surgical Procedures
6 Downloads (Pure)

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 decision-intensive processes with declarative business artifacts

Eshuis, R., 6 Oct 2019, Service Research and Innovation - 7th Australian Symposium, ASSRI 2018, Revised Selected Papers: 7th Australian Symposium, ASSRI 2018, Sydney, NSW, Australia, September 6, 2018, and Wollongong, NSW, Australia, December 14, 2018, Revised Selected Papers. Lam, H-P. & Mistry, S. (eds.). Cham: Springer, p. 3-12 10 p. (Lecture Notes in Business Information Processing; vol. 367).

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

Modeling
Industry
Business Model
Modeling Language
Business
2 Citations (Scopus)
7 Downloads (Pure)

Modeling uncertainty in declarative artifact-centric process models

Eshuis, R. & Firat, M., 29 Jan 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers: 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 13 p. (Lecture Notes in Business Information Processing; vol. 342).

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

Global system for mobile communications
Industry
Fuzzy logic
Engines
Uncertainty