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CORREA BAHNSEN Alejandro

Main Referenced Co-authors
AOUADA, Djamila  (5)
OTTERSTEN, Björn  (5)
STOJANOVIC, Aleksandar  (2)
Main Referenced Keywords
Cost sensitive classification (2); Credit Scoring (2); Algorithms (1); Bayesian decision theory (1); Classification (1);
Main Referenced Unit & Research Centers
ULHPC - University of Luxembourg: High Performance Computing (2)
Main Referenced Disciplines
Computer science (6)

Publications (total 6)

The most downloaded
2248 downloads
Correa Bahnsen, A. (2015). Example-Dependent Cost-Sensitive Classification with Applications in Financial Risk Modeling and Marketing Analytics [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/22367 https://hdl.handle.net/10993/22367

The most cited

162 citations (Scopus®)

Correa Bahnsen, A., Aouada, D., & Ottersten, B. (01 November 2015). Example-Dependent Cost-Sensitive Decision Trees. Expert Systems with Applications, 42 (19), 6609-6619. doi:10.1016/j.eswa.2015.04.042 https://hdl.handle.net/10993/20970

Correa Bahnsen, A., Aouada, D., & Ottersten, B. (01 November 2015). Example-Dependent Cost-Sensitive Decision Trees. Expert Systems with Applications, 42 (19), 6609-6619. doi:10.1016/j.eswa.2015.04.042
Peer reviewed

Correa Bahnsen, A. (2015). Example-Dependent Cost-Sensitive Classification with Applications in Financial Risk Modeling and Marketing Analytics [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/22367

Correa Bahnsen, A., Aouada, D., & Ottersten, B. (13 June 2015). A novel cost-sensitive framework for customer churn predictive modeling. Decision Analytics, 2 (5). doi:10.1186/s40165-015-0014-6
Peer reviewed

Correa Bahnsen, A., Aouada, D., & Ottersten, B. (2014). Example-Dependent Cost-Sensitive Logistic Regression for Credit Scoring. In 2014 13th International Conference on Machine Learning and Applications (pp. 263-269). Detroit, United States: IEEE. doi:10.1109/ICMLA.2014.48
Peer reviewed

Correa Bahnsen, A., Stojanovic, A., Aouada, D., & Ottersten, B. (2014). Improving Credit Card Fraud Detection with Calibrated Probabilities. In Proceedings of the fourteenth SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014 (pp. 677-685). Philadelphia, United States: Society for Industrial and Applied Mathematics.
Peer reviewed

Correa Bahnsen, A., Stojanovic, A., Aouada, D., & Ottersten, B. (2013). Cost Sensitive Credit Card Fraud Detection using Bayes Minimum Risk. In 12th International Conference on Machine Learning and Applications (pp. 333-338). IEEE Computer Society. doi:10.1109/ICMLA.2013.68
Peer reviewed

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