Riikka
Numminen
Doctoral Candidate, Data analytics
Reseach group of Algorithmics and Computational Intelligence
Contact
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Areas of expertise
Data analysis
Machine learning
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
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Quicksort leave-pair-out cross-validation for ROC curve analysis (2022)
Computational Statistics
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Bayesian Inference for Predicting the Monetization Percentage in Free-to-Play Games (2022)
IEEE Transactions on Games
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Predicting the monetization percentage with survival analysis in free-to-play games (2019)
IEEE Conference on Games
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))