Riikka Numminen
rimanu@utu.fi Työhuone: 452B ORCID-tunniste: https://orcid.org/0000-0003-2283-6290 |
Asiantuntijuusalueet
Data analysis; Machine learning
Data analysis; Machine learning
Tutkimusyhteisö tai tutkimusaihe
Reseach group of Algorithmics and Computational Intelligence
Reseach group of Algorithmics and Computational Intelligence
Biografia
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.
Tutkimus
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.
Julkaisut
- Predicting pairwise interaction affinities with ℓ0-penalized least squares-a nonsmooth bi-objective optimization based approach∗ (2024)
- Optimization Methods and Software
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Bayesian Inference for Predicting the Monetization Percentage in Free-to-Play Games (2022)
- IEEE Transactions on Games
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Quicksort leave-pair-out cross-validation for ROC curve analysis (2022)
- Computational Statistics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - 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 Vertaisarvioitu artikkeli konferenssijulkaisussa)