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/...
E-post
[email protected]
Telefonnummer
+358503098630
Kompetensområde
Operations Research, Management Science, Decision Analysis, Applied mathematics
Utmärkelser
Aalto BIZ Societal influencer of the year award
Granted by HSE Support foundation
Award or honor granted for a specific work
Department of Information and Service Management
Jan 2021
ISM Teacher of the year award
Award or honor granted for a specific work
Department of Information and Service Management
Jan 2021
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
Publikationer
Convex Regularization and Convergence of Policy Gradient Flows under Safety Constraints
Pekka Malo, Lauri Viitasaari, Antti Suominen, Eeva Vilkkumaa, Olli Tahvonen
2028
Effects of many conflicting objectives on decision-makers’ cognitive burden and decision consistency
J. Matias Kivikangas, Eeva Vilkkumaa, Julian Blank, Ville Harjunen, Pekka Malo, Kalyanmoy Deb, Niklas J. Ravaja, Jyrki Wallenius
2024
European Journal of Operational Research
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