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
2772015
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
1282014
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
872017
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
772019
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
702017
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
602017
Improving credit scoring by differentiating defaulter behaviour
C Bravo, LC Thomas, R Weber
Journal of the operational research society 66 (5), 771-781, 2015
452015
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
452013
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
272016
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
232017
Advanced turbidity prediction for operational water supply planning
M Stevenson, C Bravo
Decision Support Systems 119, 72-84, 2019
192019
A Robust profit measure for binary classification model evaluation
F Garrido, W Verbeke, C Bravo
Expert Systems with Applications 92, 154-160, 2018
122018
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
112011
Experiencias prácticas en la medición de riesgo crediticio de microempresarios utilizando modelos de credit scoring
C Bravo, S Maldonado, R Weber
Revista Ingeniería de Sistemas 24, 68-88, 2010
112010
A hybrid system for probability estimation in multiclass problems combining svms and neural networks
C Bravo, JL Lobato, R Weber, G L'Huillier
2008 Eighth International Conference on Hybrid Intelligent Systems, 649-654, 2008
112008
EMP: Expected Maximum Profit Classification Performance Measure
C Bravo, S vanden Broucke, T Verbraken
R package version 2.0. 1, 2015
6*2015
Semi-supervised constrained clustering with cluster outlier filtering
C Bravo, R Weber
Iberoamerican Congress on Pattern Recognition, 347-354, 2011
62011
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
52021
Fieller Stability Measure: a novel model-dependent backtesting approach
C Bravo, S Maldonado
Journal of the Operational Research Society 66 (11), 1895-1905, 2015
52015
Seguimiento en modelos de regresión logística
RR Weber, CB Roman, S Maldonado
Revista Ingeniería Industrial 8 (2), 31-44, 2009
52009
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Articles 1–20