| 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 | 55 | 2017 |
| 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 | 46 | 2019 |
| 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 | 20 | 2018 |
| 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 | 19 | 2016 |
| 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 | 10 | 2018 |
| 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 | 5 | 2019 |
| Evolution of Credit Risk Using a Personalized Pagerank Algorithm for Multilayer Networks C Bravo, M Óskarsdóttir arXiv preprint arXiv:2005.12418, 2020 | 4 | 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 | 4 | 2020 |
| 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 | 3 | 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 | 3 | 2016 |
| 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 | 2 | 2020 |
| 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 | 1 | 2020 |
| Multilayer Network Analysis for Improved Credit Risk Prediction M Óskarsdóttir, C Bravo arXiv preprint arXiv:2010.09559, 2020 | 1 | 2020 |
| Social network analytics for supervised fraud detection in insurance M Óskarsdóttir, W Ahmed, K Antonio, B Baesens, R Dendievel, T Donas, ... arXiv preprint arXiv:2009.08313, 2020 | 1 | 2020 |
| Interaction with Medical Venues in Megacities M Óskarsdóttir, AS Íslind Studies in health technology and informatics 270, 996-1000, 2020 | 1 | 2020 |
| Mining Behavioural Patterns in Urban Mobility Sequences Using Foursquare Check-in Data from Tokyo G Deeva, J De Smedt, J De Weerdt, M Óskarsdóttir International Conference on Complex Networks and Their Applications, 931-943, 2019 | 1 | 2019 |
| Inductive representation learning on feature rich complex networks for churn prediction in telco M Óskarsdóttir, S Cornette, F Deseure, B Baesens International Conference on Complex Networks and Their Applications, 845-853, 2019 | 1 | 2019 |
| Churn prediction in the telecommunication industry using social network analytics M Oskarsdottir, C Bravo, W Verbeke, C Sarraute, B Baesens, ... NetMob 2017, Date: 2017/04/05-2017/04/07, Location: Milan (Italy), 162-164, 2017 | 1 | 2017 |
| API for prediction and machine learning: poll results and analysis J Lismont, T Van Calster, M Oskarsdottir, J Vanthienen, B Baesens, ... KDnuggets News, 2015 | 1 | 2015 |
| 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 | | 2021 |
Jan VanthienenKU LeuvenGeverifieerd e-mailadres voor kuleuven.be
