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Cristián Bravo
Cristián Bravo
Associate Professor and Canada Research Chair, Western University
Verified email at uwo.ca - Homepage
Title
Cited by
Cited by
Year
APATE: A novel approach for automated credit card transaction fraud detection using network-based extensions
V Van Vlasselaer, C Bravo, O Caelen, T Eliassi-Rad, L Akoglu, M Snoeck, ...
Decision support systems 75, 38-48, 2015
5012015
Development and application of consumer credit scoring models using profit-based classification measures
T Verbraken, C Bravo, R Weber, B Baesens
European Journal of Operational Research 238 (2), 505-513, 2014
2092014
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
2052019
Cost-based feature selection for support vector machines: An application in credit scoring
S Maldonado, J Pérez, C Bravo
European Journal of Operational Research 261 (2), 656-665, 2017
1612017
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
1112017
Integrated framework for profit-based feature selection and SVM classification in credit scoring
S Maldonado, C Bravo, J López, J Pérez
Decision Support Systems 104, 113-121, 2017
1092017
The value of text for small business default prediction: A deep learning approach
M Stevenson, C Mues, C Bravo
European Journal of Operational Research 295 (2), 758-771, 2021
712021
Granting and managing loans for micro-entrepreneurs: New developments and practical experiences
C Bravo, S Maldonado, R Weber
European Journal of Operational Research 227 (2), 358-366, 2013
582013
Improving credit scoring by differentiating defaulter behaviour
C Bravo, LC Thomas, R Weber
Journal of the operational research society 66, 771-781, 2015
552015
Advanced turbidity prediction for operational water supply planning
M Stevenson, C Bravo
Decision Support Systems 119, 72-84, 2019
482019
Super-app behavioral patterns in credit risk models: Financial, statistical and regulatory implications
L Roa, A Correa-Bahnsen, G Suarez, F Cortés-Tejada, MA Luque, ...
Expert Systems with Applications 169, 114486, 2021
442021
Improving healthcare access management by predicting patient no-show behaviour
DB Ferro, S Brailsford, C Bravo, H Smith
Decision Support Systems 138, 113398, 2020
442020
Multilayer network analysis for improved credit risk prediction
M Oskarsdottir, C Bravo
Omega 105, 102520, 2021
412021
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
412016
Profit driven business analytics: A practitioner's guide to transforming big data into added value
W Verbeke, B Baesens, C Bravo
John Wiley & Sons, 2017
392017
A Robust profit measure for binary classification model evaluation
F Garrido, W Verbeke, C Bravo
Expert Systems with Applications 92, 154-160, 2018
272018
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
222020
Future trends in business analytics and optimization
DE Brown, F Famili, G Paass, K Smith-Miles, LC Thomas, R Weber, ...
Intelligent Data Analysis 15 (6), 1001-1017, 2011
172011
A transformer-based model for default prediction in mid-cap corporate markets
K Korangi, C Mues, C Bravo
European Journal of Operational Research 308 (1), 306-320, 2023
162023
Experiencias prácticas en la medición de riesgo crediticio de microempresarios utilizando modelos de credit scoring
C Bravo, S Maldonado, R Weber
Revista de Ingenierıa de Sistemas 24 (1), 69-88, 2010
162010
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