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ORCIDAlejandro Correa 0003
Person information
- affiliation: Anheuser-Busch InBev, Mexico City, Mexico
- affiliation (former): Cyxtera Technologies, Coral Gables, FL, USA
Other persons with the same name
- Alejandro Correa 0001
![[0000-0003-1696-9062]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-1696-9062")
(aka: Alejandro Correa Vila) — Autonomous University of Barcelona, Department of Telecommunications and Systems Engineering - Alejandro Correa 0002 — Miguel Hernández University of Elche, Spain
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Books and Theses
- 2015
[b1]Alejandro Correa Bahnsen:
Example-Dependent Cost-Sensitive Classification with Applications in Financial Risk Modeling and Marketing Analytics. University of Luxembourg, 2015
Journal Articles
- 2024
- [j6]Sherly Alfonso-Sánchez, Jesús Solano, Alejandro Correa Bahnsen, Kristina P. Sendova, Cristián Bravo:
Optimizing credit limit adjustments under adversarial goals using reinforcement learning. Eur. J. Oper. Res. 315(2): 802-817 (2024) - 2021
- [j5]Luisa Roa, Alejandro Correa Bahnsen, Gabriel Suarez, Fernando Cortés-Tejada, María A. Luque, Cristián Bravo:
Super-app behavioral patterns in credit risk models: Financial, statistical and regulatory implications. Expert Syst. Appl. 169: 114486 (2021) - [j4]Jesus Solano, Luis David Camacho, Alejandro Correa, Claudio Deiro, Javier Vargas, Martín Ochoa:
Combining behavioral biometrics and session context analytics to enhance risk-based static authentication in web applications. Int. J. Inf. Sec. 20(2): 181-197 (2021) - 2016
- [j3]Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten:
Feature engineering strategies for credit card fraud detection. Expert Syst. Appl. 51: 134-142 (2016) - 2015
- [j2]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
A novel cost-sensitive framework for customer churn predictive modeling. Decis. Anal. 2: 5 (2015) - [j1]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
Example-dependent cost-sensitive decision trees. Expert Syst. Appl. 42(19): 6609-6619 (2015)
Conference and Workshop Papers
- 2021
- [c11]Luisa Roa, Andrés Rodríguez-Rey, Alejandro Correa Bahnsen, Carlos Valencia Arboleda:
Supporting Financial Inclusion with Graph Machine Learning and Super-App Alternative Data. IntelliSys (2) 2021: 216-230 - [c10]Jaime D. Acevedo-Viloria, Sebastián Soriano Pérez, Jesus Solano, David Zarruk-Valencia, Fernando G. Paulin, Alejandro Correa Bahnsen:
Feature-Level Fusion of Super-App and Telecommunication Alternative Data Sources for Credit Card Fraud Detection. ISI 2021: 1-6 - 2019
- [c9]Jesus Solano, Luis David Camacho, Alejandro Correa, Claudio Deiro, Javier Vargas, Martín Ochoa:
Risk-Based Static Authentication in Web Applications with Behavioral Biometrics and Session Context Analytics. ACNS Workshops 2019: 3-23 - 2018
- [c8]Ivan Torroledo, Luis David Camacho, Alejandro Correa Bahnsen:
Hunting Malicious TLS Certificates with Deep Neural Networks. AISec@CCS 2018: 64-73 - 2017
- [c7]Alejandro Correa Bahnsen, Eduardo Contreras Bohorquez, Sergio Villegas, Javier Vargas, Fabio A. González:
Classifying phishing URLs using recurrent neural networks. eCrime 2017: 1-8 - 2016
- [c6]Javier Vargas, Alejandro Correa Bahnsen, Sergio Villegas, Daniel Ingevaldson:
Knowing your enemies: leveraging data analysis to expose phishing patterns against a major US financial institution. eCrime 2016: 52-61 - 2015
- [c5]Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten:
Detecting Credit Card Fraud Using Periodic Features. ICMLA 2015: 208-213 - 2014
- [c4]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
Example-Dependent Cost-Sensitive Logistic Regression for Credit Scoring. ICMLA 2014: 263-269 - [c3]Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Björn E. Ottersten:
Improving Credit Card Fraud Detection with Calibrated Probabilities. SDM 2014: 677-685 - 2013
- [c2]Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Björn E. Ottersten:
Cost Sensitive Credit Card Fraud Detection Using Bayes Minimum Risk. ICMLA (1) 2013: 333-338 - 2011
- [c1]Alejandro Correa Bahnsen, Andres M. Gonzalez:
Evolutionary Algorithms for Selecting the Architecture of a MLP Neural Network: A Credit Scoring Case. ICDM Workshops 2011: 725-732
Informal and Other Publications
- 2023
- [i10]Sherly Alfonso-Sánchez, Jesús Solano, Alejandro Correa Bahnsen, Kristina P. Sendova, Cristián Bravo:
Optimizing Credit Limit Adjustments Under Adversarial Goals Using Reinforcement Learning. CoRR abs/2306.15585 (2023) - 2022
- [i9]Juan Sebastián Salcedo Gallo, Jesus Solano, Javier Hernán García, David Zarruk-Valencia, Alejandro Correa Bahnsen:
Proactive Detractor Detection Framework Based on Message-Wise Sentiment Analysis Over Customer Support Interactions. CoRR abs/2211.03923 (2022) - [i8]Ana María Quintero-Ossa, Jesús Solano, Hernán Jarcía, David Zarruk, Alejandro Correa Bahnsen, Carlos F. Valencia:
Privacy-Preserving Machine Learning for Collaborative Data Sharing via Auto-encoder Latent Space Embeddings. CoRR abs/2211.05717 (2022) - [i7]Elena Tiukhova, Emiliano Penaloza, María Óskarsdóttir, Hernán García, Alejandro Correa Bahnsen, Bart Baesens, Monique Snoeck, Cristián Bravo:
Influencer Detection with Dynamic Graph Neural Networks. CoRR abs/2211.09664 (2022) - 2021
- [i6]Luisa Roa, Andrés Rodríguez-Rey, Alejandro Correa Bahnsen, Carlos F. Valencia:
Supporting Financial Inclusion with Graph Machine Learning and Super-App Alternative Data. CoRR abs/2102.09974 (2021) - [i5]Gabriel Suarez, Juan Raful, María A. Luque, Carlos F. Valencia, Alejandro Correa Bahnsen:
Enhancing User' s Income Estimation with Super-App Alternative Data. CoRR abs/2104.05831 (2021) - [i4]Jaime D. Acevedo-Viloria, Luisa Roa, Soji Adeshina, Cesar Charalla Olazo, Andrés Rodríguez-Rey, Jose Alberto Ramos, Alejandro Correa Bahnsen:
Relational Graph Neural Networks for Fraud Detection in a Super-App environment. CoRR abs/2107.13673 (2021) - [i3]Jaime D. Acevedo-Viloria, Sebastián Soriano Pérez, Jesus Solano, David Zarruk-Valencia, Fernando G. Paulin, Alejandro Correa Bahnsen:
Feature-Level Fusion of Super-App and Telecommunication Alternative Data Sources for Credit Card Fraud Detection. CoRR abs/2111.03707 (2021) - 2020
- [i2]Luisa Roa, Alejandro Correa Bahnsen, Gabriel Suarez, Fernando Cortés-Tejada, María A. Luque, Cristián Bravo:
Super-App Behavioral Patterns in Credit Risk Models: Financial, Statistical and Regulatory Implications. CoRR abs/2005.14658 (2020) - 2015
- [i1]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
Ensemble of Example-Dependent Cost-Sensitive Decision Trees. CoRR abs/1505.04637 (2015)
Coauthor Index
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