Department of Industrial Engineering & Innovation Sciences

Research Output 1958 2020

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Conference contribution
2018

RecSys'18 joint workshop on interfaces and human decision making for recommender systems

Brusilovsky, P., Lops, P., De Gemmis, M., O'Donovan, J., Willemsen, M. C., Felfernig, A. & Semeraro, G., 27 Sep 2018, RecSys 2018 - 12th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 519-520 2 p.

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

Recommender systems
Decision making
Intelligent systems

Review of multi-BRP, aggregator settlement models at large-scale connections in the European electricity system

Bierling, P., Fonteijn, R. & Nguyen, P., 2018, 2018 53rd International Universities Power Engineering Conference (UPEC). Piscataway: Institute of Electrical and Electronics Engineers

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

Electricity
Large scale systems
Availability
Heating
Economics
4 Citations (Scopus)

Ripple thermostat: Affecting the emotional experience through interactive force feedback and shape change

van Oosterhout, A., Alonso, M. B. & Jumisko-Pyykkö, S., 20 Apr 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, Inc, Vol. 2018-April, 12 p. 655

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

Thermostats
Feedback
Graphical user interfaces
Energy conservation

Scenario context v/s framing and defaults in managing privacy in household IoT

Bahirat, P., Sun, Q. & Knijnenburg, B. P., 5 Mar 2018, IUI 2018 - Companion of the 23rd International Conference on Intelligent User Interfaces. New ||York: Association for Computing Machinery, Inc, 2 p. 63

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

Internet of things

Second workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE): workshop preface

Graus, M., Ferwerda, B., Tkalcic, M. & Germanakos, P., 1 Mar 2018, ACMIUI-WS 2018. CEUR-WS.org, 2 p. (CEUR Workshop Proceedings; vol. 2068)

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

Open Access
File
User interfaces
Data mining
2 Citations (Scopus)

Shunting trains with deep reinforcement learning

Peer, E., Menkovski, V., Zhang, Y. & Lee, W-J., 2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) . IEEE-SMC, p. 3063-3068 6 p.

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

Open Access
File
Reinforcement learning
Decision making
Uncertainty

Shunting trains with deep reinforcement learning

Peer, E., Zhang, Y., Menkovski, V., Lee, W-J. & Huisman, B., 2018, 30th Benelux Conference on Artificial Intelligence. Atzmueller, M. & Duivesteijn, W. (eds.). p. 175-176

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

1 Citation (Scopus)

Simulation-based production planning for engineer-to-order systems with random yield

Akcay, A. & Martagan, T., 4 Jan 2018, 2017 Winter Simulation Conference, WSC 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 3275-3286 12 p.

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

Production Planning
Engineers
Planning
Uncertainty
Simulation

Snack food purchase and ban on television advertisements targeted at children: evidence from UK

Mullick, S. & Janakiraman, R., 2018, EMAC 2018 Conference Proceedings. EMAC

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

Synergies between space and energy: space as a tool to support European energy goals

Kerstens, N. M. J. M., Giannopapa, C. G., Dolmans, S. A. M. & Reymen, I. M. M. J., 2018, Proceedings of the 69th International Astronautical Congress (IAC), Bremen, Germany, 1-5 October 2018. .

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

The case for unified process management in smart manufacturing

Erasmus, J., Vanderfeesten, I., Traganos, K. & Grefen, P., 14 Nov 2018, 2018 IEEE 22nd International Enterprise Distributed Object Computing Conference, EDOC 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 218-227 10 p. 8536166

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

Industry
Computer integrated manufacturing
Manufacturing
Process management
Robots

The course structure dilemma: Striving for Engineering students' motivation and deep learning in an ethics and history course

Bombaerts, G. J. T., Doulougeri, K. I., Spahn, A., Nieveen, N. M. & Pepin, B. E. U., 2 Oct 2018, Proceedings of the 46th SEFI Annual Conference 2018 : Creativity, Innovation and Entrepreneurship for Engineering Education Excellence. Clark, R., Munkebo Hussmann, P., Järvinen, H-M., Murphy, M. & Etchells Vigild, M. (eds.). Brussels: Societe Europeenne pour la Formation des Ingenieurs (SEFI), p. 79-87

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

Open Access
File

The effect of diffuseness and direction of light on perceived texture visibility

Cuijpers, R. H., Wang, H. & van de Steeg, L. S. J., 2018, Proceedings of the HVEI 2018, San-Francisco, California. 5 p. 514. (IS and T International Symposium on Electronic Imaging Science and Technology)

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

Open Access
visibility
textures
illuminating
incidence
light sources

The effect of due-date driven capacity adjustments on delivery performance and costs in job shops with exogenous due-dates

van Ooijen, H. P. G. & Bertrand, J. W. M., Feb 2018, 20th International Working Seminar on Production Economics. 10 p.

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

The HORSE project: IoT and cloud solutions for dynamic manufacturing processes

Vanderfeesten, I. T. P., Erasmus, J. & Grefen, P. W. P. J., 2018, Advances in Service-Oriented and Cloud Computing: Workshops of ESOCC 2016. Lazovik, A. & Schulte, S. (eds.). Dordrecht: Springer, p. 303-304 (Communications in Computer and Information Science; vol. 707)

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

The resilient organization: the impact of circular management on organizational performance

van den Berg, J., Alblas, A. A., Le Blanc, P. M. & Romme, A. G. L., 2018, Proceedings of the 2018 LAEMOS Conference: Organizing for Resilience. LAM-409

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

The role of parliaments in space and security

Antoni, N., Papadimitriou, A. & Giannopapa, C., 1 Jan 2018, International Astronautical Congress, IAC Proceedings 2018, Bremen, Germany. 48199. (Proceedings of the International Astronautical Congress, IAC)

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

Decision making
decision making
parliament
Europe

The role of parliaments on space and security

Antoni, N., Papadimitriou, A. & Giannopapa, C. G., Oct 2018, International Astronautical Congress, IAC Proceedings 2018, Bremen, Germany.

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

parliament
European Parliament
decision-making process
dialogue
threat
1 Citation (Scopus)

Towards a dual processing perspective of software architecture decision making

Pretorius, C., Razavian, M., Eling, K. & Langerak, F., 9 Aug 2018, Proceedings - 2018 IEEE 15th International Conference on Software Architecture Companion, ICSA-C 2018. Ozkaya, I. & Zhu, L. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 48-51 4 p. 8432176

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

Software architecture
Decision making
Processing
Software design
Product development

Towards advanced resource constructs in business process simulation

Peters, S. P. F., Dijkman, R. M. & Grefen, P. W. P. J., 2018, 2018 44th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) . 2 p.

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

Towards a solution space for BPM issues based on debiasing techniques

Razavian, M., Vanderfeesten, I. T. P. & Turetken, O., 2018, Business Process Management Workshops - BPM 2017 International Workshops, Revised Papers. Springer, Vol. 308, p. 384-390 7 p. (Lecture Notes in Business Information Processing; vol. 308)

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

Identification (control systems)
Business Process Management
Life Cycle
Process Model
Industry
5 Citations (Scopus)

Towards more specific estimation of membership functions for data-driven fuzzy inference systems

Fuchs, C. E. M., Wilbik, A. M. & Kaymak, U., Jul 2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) . Piscataway: Institute of Electrical and Electronics Engineers, 8 p. 8491524

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

Fuzzy inference
Membership functions
Fuzzy clustering
Fuzzy rules
Identification (control systems)
1 Citation (Scopus)

Towards the simplicity of complex interfaces: applying ephemeral adaptation to enhance user performance and satisfaction

Ruijten, P. A. M., Kruyt-Beursken, E. & Ijsselsteijn, W. A., 1 Jan 2018, Symbiotic Interaction - 6th International Workshop, Symbiotic 2017, Revised Selected Papers. Cham: Springer, p. 86-97 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10727 LNCS)

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

Simplicity
Interfaces (computer)
Information systems
Usability
Immediately

Transparency as an ethical safeguard

Spagnolli, A., Frank, L. E., Haselager, P. & Kirsh, D., 2018, Symbiotic Interaction - 6th International Workshop, Symbiotic 2017, Revised Selected Papers. Ham, J., Spagnolli, A., Blankertz, B., Gamberini, L. & Jacucci, G. (eds.). Berlin: Springer, p. 1-6 6 p. (Lecture Notes in Computer Science; vol. 10727)

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

Open Access
File
Transparency
2 Citations (Scopus)

Using an artificial agent as a behavior model to promote assistive technology acceptance

Fountoukidou, S., Ham, J., Matzat, U. & Midden, C., 1 Jan 2018, Persuasive Technology - 13th International Conference, PERSUASIVE 2018, Proceedings. Springer, p. 285-296 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10809 LNCS)

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

Technology Acceptance
Assistive Technology
Self-efficacy
Model
Behavior Modeling
2 Citations (Scopus)

Vehicle energy management with ecodriving: a sequential quadratic programming approach with dual decomposition

Khalik, Z., Padilla, G. P., Romijn, T. C. J. & Donkers, M. C. F., 9 Aug 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers, p. 4002-4007 6 p.

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

Quadratic programming
Energy management
Decomposition
Hybrid vehicles
Electric vehicles

Wear it or fear it: exploration of drivers & barriers in smartwatch acceptance by senior citizens

Askari, S. I., Huldtgren, A. & IJsselsteijn, W., 22 Mar 2018, Proceedings of the 4th International Conference on Information and Communication Technologies for Ageing Well and e-Health. Bamidis, P. D., Ziefle, M. & Maciaszek, L. (eds.). SCITEPRESS-Science and Technology Publications, Lda., p. 26-36 11 p.

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

Open Access
Fear
Wear of materials
Technology
Self-Help Devices
Stereotyping

Who is behind the model? classifying modelers based on pragmatic model features

Burattin, A., Soffer, P., Fahland, D., Mendling, J., Reijers, H. A., Vanderfeesten, I., Weidlich, M. & Weber, B., 1 Jan 2018, Business Process Management - 16th International Conference, BPM 2018, Proceedings. Montali, M., Weber, I., Weske, M. & vom Brocke, J. (eds.). Springer, p. 322-338 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11080 LNCS)

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

Feature Model
Performance Prediction
Process Modeling
Expertise
Modeling

“I want it that way” and other aspects of the application of performance reviews that negatively affect project outcomes

van der Krift, H. J. C., van Weele, A. J. & Gevers, J. M. P., 18 Dec 2018, IEEM 2018 conference.

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

Project management
Review process
Professional associations
Continuous improvement
Process variables
2017
2 Citations (Scopus)

A method for improving the generation of linguistic summaries

Wilbik, A. M., Dijkman, R. M. & Kaymak, U., 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 9-12 July 2017, Naples, Italy. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

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

Linguistics

Analysis of space and security policy in the Frame of European space integration: space strategies, programmes and governance in Europe

Papadimitriou, A., Antoni, N., Adriaensen, M., Giannopapa, C. G. & Schrogl, K-U., Sep 2017, 68th International Astronautical Congress, IAC 2017: Unlocking Imagination, Fostering Innovation and Strengthening Security. Paris: International Astronautical Federation, p. 1746-1759 14 p. 41448

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

European Space Agency
space programs
European Union
European space programs
policy

A process aware information system to support agility in relief operations

Rasouli, M., Ghazanfari, M. & Eshuis, H., 2017, 13th International Conference on Industrial Engineering (IIEC 2017). 6 p.

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

Open Access
File
1 Citation (Scopus)

Assessing suitability of adaptive case management

Pillaerds, J. J. C. & Eshuis, H., 2017, Proceedings of the 25th European Conference on Information Systems (ECIS). p. 566-580 15 p.

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

Open Access
File
Industry
1 Citation (Scopus)

Benefits and costs of patient generated data, from the clinician’s and patient’s perspective

Rutjes, H., Willemsen, M. C., van Kollenburg, J., Bogers, S. & IJsselsteijn, W. A., 23 May 2017, PervasiveHealth '17 Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare . Association for Computing Machinery, Inc, p. 436-439

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

Open Access
File
Cost-Benefit Analysis
Communication
Information Dissemination

Bots mind the social-technical gap

Lee, M., Frank, L. E., Beute, F., de Kort, Y. A. W. & IJsselsteijn, W. A., 2017, Proceedings of 15th European Conference on Computer-Supported Cooperative Work, 28 August - 1 September 2017, Sheffield, United Kingdom. European Society for Socially Embedded Technologies (EUSSET), p. 35-54 (Reports of the European Society for Socially Embedded Technologies; vol. 1, no. 2)

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

Open Access
File
Communication

Bringing space technology to the energy sector : initiating and managing innovation across boundaries

Kerstens, N. M. J. M., Dolmans, S. A. M. & Reymen, I. M. M. J., 2017, Proceedings of the 24th Innovation and Product Development Management Conference, 11-13 June 2017, Reykjavik, Iceland.

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

Business Oriented Technological System Analysis (BOTSA) at Eindhoven University of Technology: an innovative learning method to foster entrepreneurship

Wijnker, M. A. S. G., van Kasteren, H. & Romijn, H. A., Aug 2017, ICoSI 2014 : Proceedings of the 2nd International Conference on Sustainable Innovation, 3-4 June 2014, Yogyakarta, Indonesia. Taufik, T., Prabasari, I., Rineksane, I. A., Yana, R., Widowati, R., Putra Rosyidi, S. A., Riyadi, S. & Harsanto, P. (eds.). Singapore: Springer, p. 331-336 6 p. 33

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

Open Access
File
Entrepreneurship
Systems analysis
Learning methods
Technological systems
Sustainable energy
1 Citation (Scopus)

Cognitive style and business process model understanding

Türetken, O., Vanderfeesten, I. T. P. & Claes, J., Jun 2017, International Workshop on Cognitive Aspects of Information Systems Engineering (COGNISE 2017): Advanced Information Systems Engineering Workshops (CAiSE 2017), 12-16 June 2017, Essen, Germany. Lecture Notes in Business Information Processing. Dordrecht: Springer, p. 72-84 (LNBIP; vol. 286)

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

Open Access
File
Cognitive style
Business process model
Experiment
Process model
Business process modeling

Computers and people alike investigating the similarity-attraction paradigm in persuasive technology

Ruijten, P. A. M. & Zhao, T., 2017, Persuasive Technology : Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors : 12th International Conference, PERSUASIVE 2017, Amsterdam, The Netherlands, April 4–6, 2017, Proceedings. de Vries, P. W., Oinas-Kukkonen, H., Siemons, L., Beerlage-de Jong, N. & van Gemert-Pijnen, L. (eds.). Dordrecht: Springer, p. 135-147 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10171 LNCS)

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

Persuasive Technology
Alike
Paradigm
Interactive Systems
Predict

Context specific analysis of the sound environment at the workplace and its relation with a task

Reinten, J., Kort, H. S. M., Hornikx, M. C. J. & Kohlrausch, A. G., 18 Jun 2017, 12th ICBEN Congress on Noise as a Public Health Problem, 18-22 June, Zurich, Switzerland. Zurich, p. 1-9 9 p. 3862

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

Open Access
File

Control and design of the fillet batching process in a poultry processing plant

Peeters, K., Martagan, T. G., Adan, I. J. B. F. & Cruysen, P., 2017, 2017 Winter Simulation Conference, WSC 2017. Chan, W. K. V., D'Ambrogio, A., Zacharewicz, G., Mustafee, N., Wainer, G. & Page, E. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, Vol. Part F134102, p. 3816-3827 12 p. 08248093

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

Batching
Poultry
Layout
Batch
Processing

Customer involvement in scaled agile framework implementations

Trienekens, J. J. M., Himawan, H. B. & van Moll, J., Jun 2017, ACCSE 2017, The Second International Conference on Advances in Computation, Communications and Services. Trienekens, J. & Lorenz, P. (eds.). IARIA, p. 3-5 3 p.

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

Industry
Product development
Software engineering

Decision criteria for software component sourcing: an initial framework on the basis of case study results

Trienekens, J. J. M., Kusters, R. J., Van Moll, J. H. & Vos, C., 2017, ICEIS 2017 - Proceedings of the 19th International Conference on Enterprise Information Systems. s.l.: SCITEPRESS-Science and Technology Publications, Lda., p. 279-286 8 p.

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

Embedded software
Software engineering
Decision criteria
Sourcing
Software
4 Citations (Scopus)

Designing service-dominant business models

Türetken, O. & Grefen, P. W. P. J., Jun 2017, Proceedings of the 25th European Conference on Information Systems (ECIS 2017), Guimarães, Portugal, June 5-10, 2017 . Association of Information Systems (AIS), p. 2218-2233 141

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

Open Access
File
Business model
Industry
Value network
Service-dominant logic
Logic

Determinants of successful new product and business development transfers in smart cities: an incumbent perspective

Brock, K. M., Podoynitsyna, K. S., den Ouden, P. H. & Langerak, F., 2017, Proceedings of the 24th Innovation and Product Development Management Conference, Reykjavik, Iceland. 22 p.

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

Diffusion of photovoltaic systems and electric vehicles in the Netherlands and implications for the energy transition

van der Kam, M., van Sark, W. & Alkemade, F., 2017, Energy for Society. 1st International Conference on Energy Research and Social Science Conference. 2-5 April 2017, Sitges, Spain.

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

2 Citations (Scopus)

Dynamic perceptions of human-likeness while interacting with a social robot

Ruijten, P. A. M. & Cuijpers, R. H., 6 Mar 2017, HRI 2017 - Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 6-9 March 2017, Vienna, Austria. New York: Association for Computing Machinery, Inc, p. 273-274 2 p.

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

Robots
Human robot interaction
Experiments
6 Citations (Scopus)

Effective user interface designs to increase energy-efficient behavior in a Rasch-based energy recommender system

Starke, A. D., Willemsen, M. C. & Snijders, C. C. P., Aug 2017, RecSys '17 Proceedings of the Eleventh ACM Conference on Recommender Systems, 27-31 August 2017, Como, Italy. New York: Association for Computing Machinery, Inc, p. 65-73 9 p.

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

Recommender systems
User interfaces
Energy conservation
Conservation

Elements of ESA's policy on space and security

Giannopapa, C., Adriaensen, M., Antoni, N. & Schrogl, K. U., 2017, 68th International Astronautical Congress, IAC 2017: Unlocking Imagination, Fostering Innovation and Strengthening Security. Paris: International Astronautical Federation, p. 12003-12008 6 p.

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

European Space Agency
Terrorism
Shareholders
Climate change
policy

Embedding accountability throughout innovation process in the green economy: the need for an innovative approach

Setiawan, A. D., Singh, R. & Romijn, H. A., Aug 2017, ICoSI 2014 : Proceedings of the 2nd International Conference on Sustainable Innovation. Taufik, T., Prabasari, I., Rineksane, I. A., Yaya, R., Widowati, R., Putra, R., Riyadi, S. & Harsanto, P. (eds.). Singapore: Springer, p. 147-158 12 p. 17

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

Innovation process
Accountability
Innovation
Green innovation
Risk and uncertainty