Riikka Numminen
rimanu@utu.fi Office: 452B ORCID identifier: https://orcid.org/0000-0003-2283-6290 |
Areas of expertise
Data analysis; Machine learning
Data analysis; Machine learning
Research community or research topic
Reseach group of Algorithmics and Computational Intelligence
Reseach group of Algorithmics and Computational Intelligence
Biography
Riikka Numminen is a doctoral candidate at the Department of Computing, University of Turku, currently working in a project related to machine learning in Systems Pharmacology. She received a MSc degree in Applied Mathematics from the Department of Mathematics and Statistics, University of Turku in 2018.
Research
Riikka's main research interests include machine learning model development and performance evaluation by cross-validation methods. On a more general level, she is interested in theoretical computer science and probability theory, and would like to apply these in her research.
Publications
- Predicting pairwise interaction affinities with ℓ0-penalized least squares-a nonsmooth bi-objective optimization based approach∗ (2024)
- Optimization Methods and Software
(A1 Refereed original research article in a scientific journal) - Bayesian Inference for Predicting the Monetization Percentage in Free-to-Play Games (2022)
- IEEE Transactions on Games
(A1 Refereed original research article in a scientific journal) - Quicksort leave-pair-out cross-validation for ROC curve analysis (2022)
- Computational Statistics
(A1 Refereed original research article in a scientific journal) - Predicting the monetization percentage with survival analysis in free-to-play games (2019) 2019 IEEE Conference on Games (CoG 2019) Riikka Numminen, Markus Viljanen, Tapio Pahikkala
(A4 Refereed article in a conference publication )