Research output per year
Research output per year
Personal profile
Artistic and research interests
My research interests include the development of mathematical models to support decision making and resource allocation at companies and public organizations. I am especially interested in modeling uncertainties, group decision making, and multistage decision processes. Recent application areas include strategy development and healthcare.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Licentiate degree, Engineering and Technology, Aalto University
Award Date: 13 Jun 2012
Master's degree, Engineering and Technology, Helsinki University of Technology
Award Date: 10 Jun 2008
Keywords
- Operations Research
- Management Science
- Decision Analysis
- Applied mathematics
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer
Chen, Z., Siltala-Li, L., Lassila, M., Malo, P., Vilkkumaa, E., Saaresranta, T. & Virkki, A. V., 2023, In: IEEE Journal of Translational Engineering in Health and Medicine. 11, p. 306-317 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)57 Downloads (Pure) -
Supporting platelet inventory management decisions: What is the effect of extending platelets’ shelf life?
Dillon, M., Vauhkonen, I., Arvas, M., Ihalainen, J., Vilkkumaa, E. & Oliveira, F., 16 Oct 2023, In: European Journal of Operational Research. 310, 2, p. 640-654 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)90 Downloads (Pure) -
Supporting strategy selection in multiobjective decision problems under uncertainty and hidden requirements
Neuvonen, L., Wildemeersch, M. & Vilkkumaa, E., 16 May 2023, In: European Journal of Operational Research. 307, 1, p. 279-293 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)83 Downloads (Pure) -
Identifying and visualizing a diverse set of plausible scenarios for strategic planning
Seeve, T. & Vilkkumaa, E., 16 Apr 2022, In: European Journal of Operational Research. 298, 2, p. 596-610Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile9 Citations (Scopus)214 Downloads (Pure) -
What Causes Post-Decision Disappointment? Estimating the Contributions of Systematic and Selection Biases
Vilkkumaa, E. & Liesiö, J., 16 Jan 2022, In: European Journal of Operational Research. 296, 2, p. 587-600 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)114 Downloads (Pure)
Projects
- 4 Finished
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Työn ja pääoman allokaatio toimipaikka-, yritys- ja toimialatasoilla: Luovaa tuhoa, älykästä suunnittelua ja vaikuttavaa sääntelyä
Kuosmanen, T., Liesiö, J., Dai, S. & Vilkkumaa, E.
15/02/2021 → 31/05/2022
Project: Other external funding: Other government funding
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PVN: Platform Value Now: Value capturing in the fast emerging platform ecosystems
Salo, A., Raitio, R., Strömberg, J., Vilkkumaa, E., Jaarinen, M., Lakaniemi, I., Ylöstalo, T., Berg, K. & Seeve, T.
01/05/2015 → 31/12/2017
Project: Academy of Finland: Strategic research funding
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Universities, funding systems, and the renewal of the industrial knowledge base
01/01/2012 → 31/05/2014
Project: Business Finland: Other research funding
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Prizes
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Aalto BIZ Societal influencer of the year award
Vilkkumaa, Eeva (Recipient), 2021
Prize: Award or honor granted for a specific work
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Five-time Winner of the Systems Analysis Laboratory Teacher of the Year Award between 2006-2014
Vilkkumaa, Eeva (Recipient), 2006
Prize: Award or honor granted for a specific work
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ISM Teacher of the year award
Vilkkumaa, Eeva (Recipient), 2021
Prize: Award or honor granted for a specific work
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Personal incentive grant of 3,000€ from the Marcus Wallenberg Foundation
Vilkkumaa, Eeva (Recipient), 2013
Prize: Award or honor granted for a specific work
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Personal incentive grant of 5,000€ from the Emil Aaltonen Foundation
Vilkkumaa, Eeva (Recipient), 2012
Prize: Award or honor granted for a specific work
Activities
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Supporting the development of a robust, market-shaping strategy with scenario-based portfolio decision analysis - Case study with Nordea
Eeva Vilkkumaa (Speaker)
10 Jul 2024Activity: Talk or presentation types › Conference presentation
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Stockholm University
Eeva Vilkkumaa (Visiting researcher)
1 May 2024 → 31 Aug 2024Activity: Visiting an external institution types › Visiting an external academic institution
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INFORMS Advances in Decision Analysis Conference
Eeva Vilkkumaa (Organiser)
10 Jul 2024 → 12 Jul 2024Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
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Poor choices and post-decision surprises - The impact of evaluation uncertainties in multiattribute decision-making
Eeva Vilkkumaa (Speaker)
1 Jul 2024Activity: Talk or presentation types › Conference presentation
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How to develop a diverse set of plausible scenarios based on expert judgment?
Eeva Vilkkumaa (Speaker)
17 Nov 2022Activity: Talk or presentation types › Invited academic talk
Press/Media
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Findings in Blood Transfusion Reported from Aalto University School of Science and Technology (Supporting Platelet Inventory Management Decisions: What Is the Effect of Extending Platelets' Shelf Life?)
Eeva Vilkkumaa & Fabricio Oliveira
13/10/2023
1 item of Media coverage
Press/Media: Media appearance
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Aalto University: Professor Ramesh Sharda Works as a Fulbright-Aalto Distinguished Chair Scholarship Holder at the Department of Information and Service Management
26/06/2023
1 item of Media coverage
Press/Media: Media appearance
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Research from Aalto University Broadens Understanding of Obstructive Sleep Apnea (Predicting Visit Cost of Obstructive Sleep Apnea Using Electronic Healthcare Records With Transformer)
19/06/2023
1 item of Media coverage
Press/Media: Media appearance
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Studies from Aalto University Have Provided New Data on Clinical Oncology (Supporting Strategy Selection In Multiobjective Decision Problems Under Uncertainty and Hidden Requirements)
23/05/2023
1 item of Media coverage
Press/Media: Media appearance
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The School of Business’ Homecoming Day invited alumni to Otaniemi for the first time
Vesa Puttonen & Eeva Vilkkumaa
31/01/2023
1 item of Media coverage
Press/Media: Media appearance