María Óskarsdóttir
Reykjavík University(IS)University of Southampton(GB)
Publications by Year
Research Areas
Obstructive Sleep Apnea Research, Customer churn and segmentation, Financial Distress and Bankruptcy Prediction, Complex Network Analysis Techniques, COVID-19 epidemiological studies
Most-Cited Works
- → The value of big data for credit scoring: Enhancing financial inclusion using mobile phone data and social network analytics(2018)206 cited
- → Deep learning for credit scoring: Do or don’t?(2021)203 cited
- → Special issue on feature engineering editorial(2021)169 cited
- → Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda(2023)107 cited
- → Social network analytics for churn prediction in telco: Model building, evaluation and network architecture(2017)103 cited
- → The Sleep Revolution project: the concept and objectives(2022)50 cited
- → Multilayer network analysis for improved credit risk prediction(2021)50 cited
- → Time series for early churn detection: Using similarity based classification for dynamic networks(2018)48 cited
- → Impact of US vaccination strategy on COVID-19 wave dynamics(2021)48 cited
- → The Future of Sleep Measurements(2021)42 cited