Cristián Bravo

According to our database1, Cristián Bravo authored at least 25 papers between 2008 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 





Super-App Behavioral Patterns in Credit Risk Models: Financial, Statistical and Regulatory Implications.
CoRR, 2020

Evolution of Credit Risk Using a Personalized Pagerank Algorithm for Multilayer Networks.
CoRR, 2020

The value of text for small business default prediction: A deep learning approach.
CoRR, 2020

Advanced turbidity prediction for operational water supply planning.
Decis. Support Syst., 2019

The value of big data for credit scoring: Enhancing financial inclusion using mobile phone data and social network analytics.
Appl. Soft Comput., 2019

A Robust profit measure for binary classification model evaluation.
Expert Syst. Appl., 2018

Special Issue on Profit-Driven Analytics.
Big Data, 2018

Credit Scoring for Good: Enhancing Financial Inclusion with Smartphone-Based Microlending.
Proceedings of the International Conference on Information Systems, 2018

Social network analytics for churn prediction in telco: Model building, evaluation and network architecture.
Expert Syst. Appl., 2017

Cost-based feature selection for Support Vector Machines: An application in credit scoring.
Eur. J. Oper. Res., 2017

Integrated framework for profit-based feature selection and SVM classification in credit scoring.
Decis. Support Syst., 2017

Special issue "Applied soft computing for business analytics".
Appl. Soft Comput., 2017

A comparative study of social network classifiers for predicting churn in the telecommunication industry.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Improving credit scoring by differentiating defaulter behaviour.
J. Oper. Res. Soc., 2015

Fieller Stability Measure: a novel model-dependent backtesting approach.
J. Oper. Res. Soc., 2015

How much effort should be spent to detect fraudulent applications when engaged in classifier-based lending?
Intell. Data Anal., 2015

APATE: A novel approach for automated credit card transaction fraud detection using network-based extensions.
Decis. Support Syst., 2015

Development and application of consumer credit scoring models using profit-based classification measures.
Eur. J. Oper. Res., 2014

Granting and managing loans for micro-entrepreneurs: New developments and practical experiences.
Eur. J. Oper. Res., 2013

On the Discriminative Power of Credit Scoring Systems Trained on Independent Samples.
Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012

Future trends in business analytics and optimization.
Intell. Data Anal., 2011

Semi-supervised Constrained Clustering with Cluster Outlier Filtering.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Modeling Pricing Strategies Using Game Theory and Support Vector Machines.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Game Theory & Data Mining model for price dynamics in financial institutions.
Proceedings of the International Joint Conference on Neural Networks, 2010

A Hybrid System for Probability Estimation in Multiclass Problems Combining SVMs and Neural Networks.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008