Department of Industrial Engineering & Innovation Sciences

Research Output 1958 2020

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Conference contribution
2019
37 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

Adaptive large neighborhood search for scheduling of mobile robots

Dang, Q-V., Rudová, H. & Nguyen, C. T., 13 Jul 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. New York: Association for Computing Machinery, Inc, p. 224-232 9 p.

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

Mobile robots
Scheduling
Robots
Flexible manufacturing systems
Machine components
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

All for one and one for all: how individual preferences for decision-making logic translate into entrepreneurial team decisions

Schmeitz, M., Bobelyn, A., Cloodt, M. & Reymen, I., 2019, (Accepted/In press) Celebrating 10 years of Effectuation Conferences. Berlin: ESCP Europe

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

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)
75 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

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
7 Downloads (Pure)

Are trackers social actors? The role of self-tracking on self-evaluation

Hancı, E., Ruijten, P. A. M., Lacroix, J., Kersten-van Dijk, E. T. & IJsselsteijn, W. A., 3 Apr 2019, Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings. Win, K. T., Karapanos, E., Kyza, E., Oinas-Kukkonen, H. & Karppinen, P. (eds.). |Cham: Springer, p. 31-42 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11433 LNCS).

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

Feedback
Evaluation
Field Study
Person
Paradigm

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

A value sensitive ABM of the refugee crisis in The Netherlands

Gore, R., Wozny, P., Dignum, F. P. M., Shults, F. L., Boshuijzen-van Burken, C. & Royakkers, L., 1 Apr 2019, 2019 Spring Simulation Conference, SpringSim 2019. Piscataway: Institute of Electrical and Electronics Engineers, 12 p. 8732867

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

Logistics
Maximise
Agent-based Model
Recommendations
Trade-offs
1 Downloads (Pure)

Beyond behavior: the coach’s perspective on technology in health coaching

Rutjes, H., Willemsen, M. C. & IJsselsteijn, W. A., 2 May 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. New York: Association for Computing Machinery, Inc, 14 p. 670

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

Health
Innovation

Beyond Reason: Uniting Intuition and Rationality in Software Architecture Decision Making

Pretorius, C., 9 May 2019, Proceedings - 2019 IEEE International Conference on Software Architecture - Companion, ICSA-C 2019. Piscataway, p. 275-282 8 p. 8712379

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

Software architecture
Decision making
Processing

Boosting the competitiveness of the European space sector through alternative financing: the ESA-EIB initiative

Giannopapa, C. G., Antoni, N. & Schrogl, K-U., Oct 2019, International Astronautical Congress, IAC Proceedings 2019, Washington D.C., United States. 50896

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

Investment banks
Boosting
Financing
Competitiveness
Access to finance
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
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
3 Downloads (Pure)

Caring for Vincent: a chatbot for self-compassion

Lee, M., Ackermans, S. C. A., van As, N. L., Chang, H., Lucas, E. M. & IJsselsteijn, W., 2 May 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. ACM/IEEE, 13 p. 702

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

Open Access
Analog to digital conversion
Health care
Health
58 Downloads (Pure)

Characterizing the mobile phone use patterns of refugee hosting provinces in Turkey

Frydenlund, E., Sener, M. Y., Gore, R., Boshuijzen - van Burken, C., Bozdag, E. & DeKock, C., 21 Jan 2019, Proceedings of the Data for Refugees Challenge Workshop, 21 January 2019, Boğaziçi University, Istanbul, Turkey.. p. 469-583 15 p.

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

Open Access
File
refugee
Turkey
social media
twitter
community
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.. 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

Comparative analysis of selected european member states on civil-military cooperation for the establishment of space traffic management in Europe

Antoni, N., Giannopapa, C. G. & Schrogl, K-U., Oct 2019, International Astronautical Congress, IAC Proceedings 2019, Washington D.C., United States. 53282

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

Open Access
File
civil-military cooperation
traffic
management
defense policy
Military
75 Downloads (Pure)

Considerations on explainable aI and users’ mental models

Rutjes, H., Willemsen, M. & IJsselsteijn, W., 4 May 2019, Where is the Human? Bridging the Gap Between AI and HCI: CHI 2019 Workshop, Saturday 4 May 2019, Glasgow. 5 p.

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

Open Access
File
Social sciences
Human computer interaction
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
1 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

Defining the leader and the follower in a two-sided market problem: an inactivity analysis in the food waste industry

Mullick, S., Raassens, N. & Nijssen, E. J., 2019, Proceedings of the 41st Annual ISMS Marketing Science Conference 2019. INFORMS Institute for Operations Research and the Management Sciences

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

Industry
Follower
Food
Two-sided markets
Retailers

Defining the leader and the follower in a two-sided market problem: an inactivity analysis in the food waste industry

Mullick, S., Nijssen, E. J. & Raassens, N., 2019, (Accepted/In press) Proceedings of the 48th EMAC annual conference.

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

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., 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

Drivers and barriers for cross-sectoral collaboration between the Aerospace and the security/defence sectors

Antoni, N., Elmacioglu, D., Dolmans, S. A. M., Giannopapa, C. G. & Reymen, I. M. M. J., Oct 2019, International Astronautical Congress, IAC Proceedings 2019. 53236

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

driver
Netherlands
threat
security sector
development theory

Effects of a virtual model’s pitch and speech rate on affective and cognitive learning

Fountoukidou, S., Matzat, U., Ham, J. & Midden, C., 1 Jan 2019, Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings. Karapanos, E., Kyza, E., Oinas-Kukkonen, H., Karppinen, P. & Win, K. T. (eds.). Cham: Springer, p. 16-27 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11433 LNCS).

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

Behavioral Modeling
Model
Virtual Agents
Learning
Speech
8 Downloads (Pure)

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

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 a self-report system for assessing mood using facial expressions

Valev, H., Leufkens, T., Sas, C., Westerink, J. & Dotsch, R., 11 Jul 2019, Pervasive Computing Paradigms for Mental Health - 9th International Conference, MindCare 2019, Proceedings. Cipresso, P., Serino, S. & Villani, D. (eds.). Cham: Springer, p. 231-241 11 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 288).

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

Sampling
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
17 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
1 Downloads (Pure)

Exploring compassion through HCI

Lee, M., Frank, L. & IJsselsteijn, W., 2019, n CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI’ 19 Extended Abstracts). Association for Computing Machinery, Inc, 6 p.

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

Open Access

From preference into decision making: modeling user interactions in recommender systems

Zhao, Q., Willemsen, M. C., Adomavicius, G., Harper, F. M. & Konstan, J. A., 2019, Proceedings of the 13th ACM Conference on Recommender Systems. New York: Association for Computing Machinery, Inc, p. 29-33 5 p.

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

Recommender systems
Decision making
Recurrent neural networks
Learning systems
2 Citations (Scopus)
36 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
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
2 Downloads (Pure)

I focus on improvement: effects of type of mastery feedback on motivational experiences

Ansems, E. L., Hanci, E., Ruijten, P. A. M. & IJsselsteijn, W. A., 3 Apr 2019, Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings. Karapanos, E., Kyza, E., Oinas-Kukkonen, H., Karppinen, P. & Win, K. T. (eds.). Cham: Springer, p. 213-224 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11433 LNCS).

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

Feedback
Persuasive Technology
Game
Imply
Standards
18 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

Investigating the effect of social cues on social agency judgement

Ghazali, A. S., Ham, J., Markopoulos, P. & Barakova, E., 22 Mar 2019, HRI 2019 - 14th ACM/IEEE International Conference on Human-Robot Interaction. Piscataway: IEEE Computer Society, p. 586-587 2 p. 8673266

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

Robots
Robotics
53 Downloads (Pure)

Is seeing believing? The effect of morphological congruent visual feedback on mediated touch experience

Ipakchian Askari, S., Haans, A. & IJsselsteijn, W., 2 May 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. New York: Association for Computing Machinery, Inc, 7 p. 3312976

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

Feedback
Actuators
Display devices
2 Downloads (Pure)

IUIoT: Intelligent user interfaces for IoT

Knijnenburg, B., Bahirat, P., He, Y., Willemsen, M., Sun, Q. & Kobsa, A., 2019, Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion. New York: ACM/IEEE, p. 139-140 2 p.

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

User interfaces
Internet of things
12 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
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

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