María Óskarsdóttir

The value of big data for credit scoring: Enhancing financial inclusion using mobile phone data and social network analytics

María Óskarsdóttir, Cristián Bravo, Carlos Sarraute et al. · Applied Soft Computing · 2018 · 203 citations · Full text

Social Data Analysis, Fintech, Social Media +13

Deep learning for credit scoring: Do or don’t?

Björn Rafn Gunnarsson, Seppe vanden Broucke, Bart Baesens et al. · European Journal of Operational Research · 2021 · 198 citations · Full text

Engineering, Machine Learning, Data Science +4

Special issue on feature engineering editorial

Tim Verdonck, Bart Baesens, María Óskarsdóttir et al. · Machine Learning · 2021 · 167 citations · Full text

Software Maintenance, Engineering, Feature Engineering +7

Social network analytics for churn prediction in telco: Model building, evaluation and network architecture

María Óskarsdóttir, Cristián Bravo, Wouter Verbeke et al. · Expert Systems with Applications · 2017 · 101 citations · Full text

Social Data Analysis, Social Network Aggregation, Network Science +12

Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda

Koen W. De Bock, Kristof Coussement, Arno De Caigny et al. · European Journal of Operational Research · 2023 · 98 citations · Full text