Eeva Vilkkumaa
Assistant Professor
Assistant Professor
E704 Dept. Information and Service Management
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.
Full researcher profile
https://research.aalto.fi/...
Areas of expertise
Operations Research, Management Science, Decision Analysis, Applied mathematics
Honors and awards
Personal incentive grant of 5,000€ from the Emil Aaltonen Foundation
Award or honor granted for a specific work
Department of Information and Service Management
Jan 2012
Personal incentive grant of 3,000€ from the Marcus Wallenberg Foundation
Award or honor granted for a specific work
Department of Information and Service Management
Jan 2013
Personal incentive grant of 5,000€ from the KAUTE Foundation
Award or honor granted for a specific work
Department of Information and Service Management
Jan 2013
Five-time Winner of the Systems Analysis Laboratory Teacher of the Year Award between 2006-2014
2006, 2007, 2011, 2013, 2014
Award or honor granted for a specific work
Department of Information and Service Management
Jan 2006
Publications
Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer
Zhaoyang Chen, Lina Siltala-Li, Mikko Lassila, Pekka Malo, Eeva Vilkkumaa, Tarja Saaresranta, Arho Veli Virkki
2023
IEEE Journal of Translational Engineering in Health and Medicine
Supporting platelet inventory management decisions: What is the effect of extending platelets’ shelf life?
Mary Dillon, Ilmari Vauhkonen, Mikko Arvas, Jarkko Ihalainen, Eeva Vilkkumaa, Fabricio Oliveira
2023
European Journal of Operational Research
Supporting strategy selection in multiobjective decision problems under uncertainty and hidden requirements
Lauri Neuvonen, Matthias Wildemeersch, Eeva Vilkkumaa
2023
European Journal of Operational Research
Identifying and visualizing a diverse set of plausible scenarios for strategic planning
Teemu Seeve, Eeva Vilkkumaa
2022
European Journal of Operational Research
What Causes Post-Decision Disappointment? Estimating the Contributions of Systematic and Selection Biases
Eeva Vilkkumaa, Juuso Liesiö
2022
European Journal of Operational Research
Operationalization of Utilitarian and Egalitarian Objectives for Optimal Allocation of Healthcare Resources
Yrjänä Hynninen, Eeva Vilkkumaa, Ahti Salo
2021
Decision Sciences
Nonadditive Multiattribute Utility Functions for Portfolio Decision Analysis
Juuso Liesiö, Eeva Vilkkumaa
2021
Operations Research
Value of genetic testing in the prevention of coronary heart disease events
Yrjänä Hynninen, Miika Linna, Eeva Vilkkumaa
2019
PloS one
Scenario-based portfolio model for building robust and proactive strategies
Eeva Vilkkumaa, Juuso Liesiö, Ahti Salo, Leena Ilmola-Sheppard
2018
European Journal of Operational Research
Fostering breakthrough technologies - How do optimal funding decisions depend on evaluation accuracy?
Eeva Vilkkumaa, Ahti Salo, Juuso Liesiö, Afzal Siddiqui
2015
Technological Forecasting and Social Change