María Óskarsdóttir
María Óskarsdóttir
在 的電子郵件地址已通過驗證
The value of big data for credit scoring: Enhancing financial inclusion using mobile phone data and social network analytics
M Óskarsdóttir, C Bravo, C Sarraute, J Vanthienen, B Baesens
Applied Soft Computing 74, 26-39, 2019
Social network analytics for churn prediction in telco: Model building, evaluation and network architecture
M Óskarsdóttir, C Bravo, W Verbeke, C Sarraute, B Baesens, ...
Expert Systems with Applications 85, 204-220, 2017
A comparative study of social network classifiers for predicting churn in the telecommunication industry
M Óskarsdóttir, C Bravo, W Verbeke, C Sarraute, B Baesens, ...
2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016
Time series for early churn detection: Using similarity based classification for dynamic networks
M Óskarsdóttir, T Van Calster, B Baesens, W Lemahieu, J Vanthienen
Expert Systems with Applications 106, 55-65, 2018
Profit-based model selection for customer retention using individual customer lifetime values
M Óskarsdóttir, B Baesens, J Vanthienen
Big data 6 (1), 53-65, 2018
Changes in mobility patterns in Europe during the COVID-19 pandemic: Novel insights using open source data
AS Islind, M Óskarsdóttir, H Steingrímsdóttir
arXiv preprint arXiv:2008.10505, 2020
Closing the gap between experts and novices using analytics-as-a-service: an experimental study
J Lismont, T Van Calster, M Óskarsdóttir, S Vanden Broucke, B Baesens, ...
Business & Information Systems Engineering 61 (6), 679-693, 2019
Impact of US vaccination strategy on COVID-19 wave dynamics
C Cot, G Cacciapaglia, AS Islind, M Óskarsdóttir, F Sannino
Scientific Reports 11 (1), 1-11, 2021
The Future of Sleep Measurements: A Review and Perspective
ES Arnardottir, AS Islind, M Óskarsdóttir
Sleep Medicine Clinics, 2021
Evolution of credit risk using a personalized pagerank algorithm for multilayer networks
C Bravo, M Óskarsdóttir
arXiv preprint arXiv:2005.12418, 2020
Credit scoring for good: Enhancing financial inclusion with smartphone-based microlending
M Óskarsdóttir, C Bravo, C Sarraute, B Baesens, J Vanthienen
arXiv preprint arXiv:2001.10994, 2020
Fraud detection of bulk cargo theft in port using bayesian network models
R Song, L Huang, W Cui, M Óskarsdóttir, J Vanthienen
Applied Sciences 10 (3), 1056, 2020
Automated Analytics: The Organizational Impact of Analytics-as-a-Service
T Van Calster, J Lismont, M Óskarsdóttir, S vanden Broucke, J Vanthienen, ...
1st workshop on enterprise intelligence in conjunction with KDD, 2016
Deep learning for credit scoring: Do or don’t?
BR Gunnarsson, S Vanden Broucke, B Baesens, M Óskarsdóttir, ...
European Journal of Operational Research 295 (1), 292-305, 2021
Evaluation of customer behavior with temporal centrality metrics for churn prediction of prepaid contracts
L Calzada-Infante, M Óskarsdóttir, B Baesens
Expert Systems with Applications 160, 113553, 2020
Social network analytics for supervised fraud detection in insurance
M Óskarsdóttir, W Ahmed, K Antonio, B Baesens, R Dendievel, T Donas, ...
Risk Analysis, 2021
You better watch out: US COVID-19 wave dynamics versus vaccination strategy
G Cacciapaglia, C Cot, AS Islind, M Óskarsdóttir, F Sannino
arXiv preprint arXiv:2012.12004, 2020
Multilayer network analysis for improved credit risk prediction
M Óskarsdóttir, C Bravo
Omega 105, 102520, 2021
Introduction to the Minitrack on Learning Analytics
G Deeva, S Willermark, AS Islind, M Oskarsdottir
Proceedings of the 54th Hawaii International Conference on System Sciences, 1507, 2021
Interaction with Medical Venues in Megacities
M Óskarsdóttir, AS Íslind
Digital Personalized Health and Medicine, 996-1000, 2020
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