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ORCIDBibTeX records: Cristián Bravo
@article{DBLP:journals/corr/abs-2402-00299,
author = {Sahab Zandi and
Kamesh Korangi and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Christophe Mues and
Cristi{\'{a}}n Bravo},
title = {Attention-based Dynamic Multilayer Graph Neural Networks for Loan
Default Prediction},
journal = {CoRR},
volume = {abs/2402.00299},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00299},
doi = {10.48550/ARXIV.2402.00299},
eprinttype = {arXiv},
eprint = {2402.00299},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/KorangiMB23,
author = {Kamesh Korangi and
Christophe Mues and
Cristi{\'{a}}n Bravo},
title = {A transformer-based model for default prediction in mid-cap corporate
markets},
journal = {Eur. J. Oper. Res.},
volume = {308},
number = {1},
pages = {306--320},
year = {2023},
url = {https://doi.org/10.1016/j.ejor.2022.10.032},
doi = {10.1016/J.EJOR.2022.10.032},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/KorangiMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Munoz-CancinoBR23,
author = {Ricardo Mu{\~{n}}oz{-}Cancino and
Cristi{\'{a}}n Bravo and
Sebasti{\'{a}}n A. R{\'{\i}}os and
Manuel Gra{\~{n}}a},
title = {On the combination of graph data for assessing thin-file borrowers'
creditworthiness},
journal = {Expert Syst. Appl.},
volume = {213},
number = {Part},
pages = {118809},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.118809},
doi = {10.1016/J.ESWA.2022.118809},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/Munoz-CancinoBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MunozCancinoBRG23,
author = {Ricardo Mu{\~{n}}oz{-}Cancino and
Cristi{\'{a}}n Bravo and
Sebasti{\'{a}}n A. R{\'{\i}}os and
Manuel Gra{\~{n}}a},
title = {On the dynamics of credit history and social interaction features,
and their impact on creditworthiness assessment performance},
journal = {Expert Syst. Appl.},
volume = {218},
pages = {119599},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2023.119599},
doi = {10.1016/J.ESWA.2023.119599},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MunozCancinoBRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/MiasnikofSBL23,
author = {Pierre Miasnikof and
Alexander Y. Shestopaloff and
Cristi{\'{a}}n Bravo and
Yuri A. Lawryshyn},
editor = {Hocine Cherifi and
Luis M. Rocha and
Chantal Cherifi and
Murat Donduran},
title = {Empirical Study of Graph Spectra and Their Limitations},
booktitle = {Complex Networks {\&} Their Applications {XII} - Proceedings of
The Twelfth International Conference on Complex Networks and their
Applications: {COMPLEX} {NETWORKS} 2023, Menton, France, 28-30 November,
2023, Volume 1},
series = {Studies in Computational Intelligence},
volume = {1141},
pages = {295--307},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53468-3\_25},
doi = {10.1007/978-3-031-53468-3\_25},
timestamp = {Mon, 15 Apr 2024 14:47:50 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/MiasnikofSBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01212,
author = {Ricardo Mu{\~{n}}oz{-}Cancino and
Cristi{\'{a}}n Bravo and
Sebasti{\'{a}}n A. R{\'{\i}}os and
Manuel Gra{\~{n}}a},
title = {Assessment of creditworthiness models privacy-preserving training
with synthetic data},
journal = {CoRR},
volume = {abs/2301.01212},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01212},
doi = {10.48550/ARXIV.2301.01212},
eprinttype = {arXiv},
eprint = {2301.01212},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10740,
author = {Mahsa Tavakoli and
Rohitash Chandra and
Fengrui Tian and
Cristi{\'{a}}n Bravo},
title = {Multi-Modal Deep Learning for Credit Rating Prediction Using Text
and Numerical Data Streams},
journal = {CoRR},
volume = {abs/2304.10740},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10740},
doi = {10.48550/ARXIV.2304.10740},
eprinttype = {arXiv},
eprint = {2304.10740},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15585,
author = {Sherly Alfonso{-}S{\'{a}}nchez and
Jes{\'{u}}s Solano and
Alejandro Correa Bahnsen and
Kristina P. Sendova and
Cristi{\'{a}}n Bravo},
title = {Optimizing Credit Limit Adjustments Under Adversarial Goals Using
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2306.15585},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15585},
doi = {10.48550/ARXIV.2306.15585},
eprinttype = {arXiv},
eprint = {2306.15585},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08131,
author = {Elena Tiukhova and
Emiliano Penaloza and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Bart Baesens and
Monique Snoeck and
Cristi{\'{a}}n Bravo},
title = {{INFLECT-DGNN:} Influencer Prediction with Dynamic Graph Neural Networks},
journal = {CoRR},
volume = {abs/2307.08131},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08131},
doi = {10.48550/ARXIV.2307.08131},
eprinttype = {arXiv},
eprint = {2307.08131},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/MiasnikofSBL22,
author = {Pierre Miasnikof and
Alexander Y. Shestopaloff and
Cristi{\'{a}}n Bravo and
Yuri A. Lawryshyn},
editor = {Hocine Cherifi and
Rosario Nunzio Mantegna and
Luis M. Rocha and
Chantal Cherifi and
Salvatore Miccich{\`{e}}},
title = {Statistical Network Similarity},
booktitle = {Complex Networks and Their Applications {XI} - Proceedings of The
Eleventh International Conference on Complex Networks and Their Applications:
{COMPLEX} {NETWORKS} 2022, Palermo, Italy, 8-10 November, 2022, Volume
2},
series = {Studies in Computational Intelligence},
volume = {1078},
pages = {325--336},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21131-7\_25},
doi = {10.1007/978-3-031-21131-7\_25},
timestamp = {Tue, 16 Apr 2024 10:02:05 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/MiasnikofSBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Munoz-CancinoBR22,
author = {Ricardo Mu{\~{n}}oz{-}Cancino and
Cristi{\'{a}}n Bravo and
Sebasti{\'{a}}n A. R{\'{\i}}os and
Manuel Gra{\~{n}}a},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Jos{\'{e}} Ram{\'{o}}n Villar Flecha and
Alicia Troncoso Lora and
Enrique A. de la Cal and
{\'{A}}lvaro Herrero and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Giuseppe Psaila and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Assessment of Creditworthiness Models Privacy-Preserving Training
with Synthetic Data},
booktitle = {Hybrid Artificial Intelligent Systems - 17th International Conference,
{HAIS} 2022, Salamanca, Spain, September 5-7, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13469},
pages = {375--384},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15471-3\_32},
doi = {10.1007/978-3-031-15471-3\_32},
timestamp = {Mon, 19 Sep 2022 18:41:33 +0200},
biburl = {https://dblp.org/rec/conf/hais/Munoz-CancinoBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06122,
author = {Ricardo Mu{\~{n}}oz{-}Cancino and
Cristi{\'{a}}n Bravo and
Sebasti{\'{a}}n A. R{\'{\i}}os and
Manuel Gra{\~{n}}a},
title = {On the dynamics of credit history and social interaction features,
and their impact on creditworthiness assessment performance},
journal = {CoRR},
volume = {abs/2204.06122},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06122},
doi = {10.48550/ARXIV.2204.06122},
eprinttype = {arXiv},
eprint = {2204.06122},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-06122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10074,
author = {Pierre Miasnikof and
Alexander Y. Shestopaloff and
Cristi{\'{a}}n Bravo and
Yuri A. Lawryshyn},
title = {Statistical network isomorphism},
journal = {CoRR},
volume = {abs/2206.10074},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10074},
doi = {10.48550/ARXIV.2206.10074},
eprinttype = {arXiv},
eprint = {2206.10074},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09664,
author = {Elena Tiukhova and
Emiliano Penaloza and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Hern{\'{a}}n Garc{\'{\i}}a and
Alejandro Correa Bahnsen and
Bart Baesens and
Monique Snoeck and
Cristi{\'{a}}n Bravo},
title = {Influencer Detection with Dynamic Graph Neural Networks},
journal = {CoRR},
volume = {abs/2211.09664},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09664},
doi = {10.48550/ARXIV.2211.09664},
eprinttype = {arXiv},
eprint = {2211.09664},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/StevensonMB21,
author = {Matthew Stevenson and
Christophe Mues and
Cristi{\'{a}}n Bravo},
title = {The value of text for small business default prediction: {A} Deep
Learning approach},
journal = {Eur. J. Oper. Res.},
volume = {295},
number = {2},
pages = {758--771},
year = {2021},
url = {https://doi.org/10.1016/j.ejor.2021.03.008},
doi = {10.1016/J.EJOR.2021.03.008},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/StevensonMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/RoaBSCLB21,
author = {Luisa Roa and
Alejandro Correa Bahnsen and
Gabriel Suarez and
Fernando Cort{\'{e}}s{-}Tejada and
Mar{\'{\i}}a A. Luque and
Cristi{\'{a}}n Bravo},
title = {Super-app behavioral patterns in credit risk models: Financial, statistical
and regulatory implications},
journal = {Expert Syst. Appl.},
volume = {169},
pages = {114486},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2020.114486},
doi = {10.1016/J.ESWA.2020.114486},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/RoaBSCLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09902,
author = {Kamesh Korangi and
Christophe Mues and
Cristi{\'{a}}n Bravo},
title = {A transformer-based model for default prediction in mid-cap corporate
markets},
journal = {CoRR},
volume = {abs/2111.09902},
year = {2021},
url = {https://arxiv.org/abs/2111.09902},
eprinttype = {arXiv},
eprint = {2111.09902},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-09902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13666,
author = {Ricardo Mu{\~{n}}oz{-}Cancino and
Cristi{\'{a}}n Bravo and
Sebasti{\'{a}}n A. R{\'{\i}}os and
Manuel Gra{\~{n}}a},
title = {On the combination of graph data for assessing thin-file borrowers'
creditworthiness},
journal = {CoRR},
volume = {abs/2111.13666},
year = {2021},
url = {https://arxiv.org/abs/2111.13666},
eprinttype = {arXiv},
eprint = {2111.13666},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01421,
author = {Matthew Stevenson and
Christophe Mues and
Cristi{\'{a}}n Bravo},
title = {Deep residential representations: Using unsupervised learning to unlock
elevation data for geo-demographic prediction},
journal = {CoRR},
volume = {abs/2112.01421},
year = {2021},
url = {https://arxiv.org/abs/2112.01421},
eprinttype = {arXiv},
eprint = {2112.01421},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/FerroBBS20,
author = {David Barrera Ferro and
Sally C. Brailsford and
Cristi{\'{a}}n Bravo and
Honora Smith},
title = {Improving healthcare access management by predicting patient no-show
behaviour},
journal = {Decis. Support Syst.},
volume = {138},
pages = {113398},
year = {2020},
url = {https://doi.org/10.1016/j.dss.2020.113398},
doi = {10.1016/J.DSS.2020.113398},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/FerroBBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06700,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Wouter Verbeke and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
title = {A Comparative Study of Social Network Classifiers for Predicting Churn
in the Telecommunication Industry},
journal = {CoRR},
volume = {abs/2001.06700},
year = {2020},
url = {https://arxiv.org/abs/2001.06700},
eprinttype = {arXiv},
eprint = {2001.06700},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06701,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Wouter Verbeke and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
title = {Social Network Analytics for Churn Prediction in Telco: Model Building,
Evaluation and Network Architecture},
journal = {CoRR},
volume = {abs/2001.06701},
year = {2020},
url = {https://arxiv.org/abs/2001.06701},
eprinttype = {arXiv},
eprint = {2001.06701},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10994,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
title = {Credit Scoring for Good: Enhancing Financial Inclusion with Smartphone-Based
Microlending},
journal = {CoRR},
volume = {abs/2001.10994},
year = {2020},
url = {https://arxiv.org/abs/2001.10994},
eprinttype = {arXiv},
eprint = {2001.10994},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-10994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09931,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Carlos Sarraute and
Jan Vanthienen and
Bart Baesens},
title = {The Value of Big Data for Credit Scoring: Enhancing Financial Inclusion
using Mobile Phone Data and Social Network Analytics},
journal = {CoRR},
volume = {abs/2002.09931},
year = {2020},
url = {https://arxiv.org/abs/2002.09931},
eprinttype = {arXiv},
eprint = {2002.09931},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08964,
author = {Matthew Stevenson and
Christophe Mues and
Cristi{\'{a}}n Bravo},
title = {The value of text for small business default prediction: {A} deep
learning approach},
journal = {CoRR},
volume = {abs/2003.08964},
year = {2020},
url = {https://arxiv.org/abs/2003.08964},
eprinttype = {arXiv},
eprint = {2003.08964},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12418,
author = {Cristi{\'{a}}n Bravo and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir},
title = {Evolution of Credit Risk Using a Personalized Pagerank Algorithm for
Multilayer Networks},
journal = {CoRR},
volume = {abs/2005.12418},
year = {2020},
url = {https://arxiv.org/abs/2005.12418},
eprinttype = {arXiv},
eprint = {2005.12418},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-14658,
author = {Luisa Roa and
Alejandro Correa Bahnsen and
Gabriel Suarez and
Fernando Cort{\'{e}}s{-}Tejada and
Mar{\'{\i}}a A. Luque and
Cristi{\'{a}}n Bravo},
title = {Super-App Behavioral Patterns in Credit Risk Models: Financial, Statistical
and Regulatory Implications},
journal = {CoRR},
volume = {abs/2005.14658},
year = {2020},
url = {https://arxiv.org/abs/2005.14658},
eprinttype = {arXiv},
eprint = {2005.14658},
timestamp = {Wed, 03 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-14658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09559,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo},
title = {Multilayer Network Analysis for Improved Credit Risk Prediction},
journal = {CoRR},
volume = {abs/2010.09559},
year = {2020},
url = {https://arxiv.org/abs/2010.09559},
eprinttype = {arXiv},
eprint = {2010.09559},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05724,
author = {David Barrera Ferro and
Sally C. Brailsford and
Cristi{\'{a}}n Bravo and
Honora Smith},
title = {Improving healthcare access management by predicting patient no-show
behaviour},
journal = {CoRR},
volume = {abs/2012.05724},
year = {2020},
url = {https://arxiv.org/abs/2012.05724},
eprinttype = {arXiv},
eprint = {2012.05724},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-05724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/OskarsdottirBSV19,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Carlos Sarraute and
Jan Vanthienen and
Bart Baesens},
title = {The value of big data for credit scoring: Enhancing financial inclusion
using mobile phone data and social network analytics},
journal = {Appl. Soft Comput.},
volume = {74},
pages = {26--39},
year = {2019},
url = {https://doi.org/10.1016/j.asoc.2018.10.004},
doi = {10.1016/J.ASOC.2018.10.004},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/OskarsdottirBSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/StevensonB19,
author = {Matthew Stevenson and
Cristi{\'{a}}n Bravo},
title = {Advanced turbidity prediction for operational water supply planning},
journal = {Decis. Support Syst.},
volume = {119},
pages = {72--84},
year = {2019},
url = {https://doi.org/10.1016/j.dss.2019.02.009},
doi = {10.1016/J.DSS.2019.02.009},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/StevensonB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/BaesensVB18,
author = {Bart Baesens and
Wouter Verbeke and
Cristi{\'{a}}n Bravo},
title = {Special Issue on Profit-Driven Analytics},
journal = {Big Data},
volume = {6},
number = {1},
pages = {1--2},
year = {2018},
url = {https://doi.org/10.1089/big.2018.29025.bba},
doi = {10.1089/BIG.2018.29025.BBA},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/BaesensVB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GarridoVB18,
author = {Franco Garrido and
Wouter Verbeke and
Cristi{\'{a}}n Bravo},
title = {A Robust profit measure for binary classification model evaluation},
journal = {Expert Syst. Appl.},
volume = {92},
pages = {154--160},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2017.09.045},
doi = {10.1016/J.ESWA.2017.09.045},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/GarridoVB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/OskarsdottirBSB18,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
editor = {Jan Pries{-}Heje and
Sudha Ram and
Michael Rosemann},
title = {Credit Scoring for Good: Enhancing Financial Inclusion with Smartphone-Based
Microlending},
booktitle = {Proceedings of the International Conference on Information Systems
- Bridging the Internet of People, Data, and Things, {ICIS} 2018,
San Francisco, CA, USA, December 13-16, 2018},
publisher = {Association for Information Systems},
year = {2018},
url = {https://aisel.aisnet.org/icis2018/implement/Presentations/6},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icis/OskarsdottirBSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WeberBKM17,
author = {Richard Weber and
Cristi{\'{a}}n Bravo and
Rudolf Kruse and
Sebasti{\'{a}}n Maldonado},
title = {Special issue "Applied soft computing for business analytics"},
journal = {Appl. Soft Comput.},
volume = {60},
pages = {750--751},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2017.09.034},
doi = {10.1016/J.ASOC.2017.09.034},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WeberBKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/MaldonadoBLP17,
author = {Sebasti{\'{a}}n Maldonado and
Cristi{\'{a}}n Bravo and
Julio L{\'{o}}pez and
Juan P{\'{e}}rez},
title = {Integrated framework for profit-based feature selection and {SVM}
classification in credit scoring},
journal = {Decis. Support Syst.},
volume = {104},
pages = {113--121},
year = {2017},
url = {https://doi.org/10.1016/j.dss.2017.10.007},
doi = {10.1016/J.DSS.2017.10.007},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/MaldonadoBLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/MaldonadoPB17,
author = {Sebasti{\'{a}}n Maldonado and
Juan P{\'{e}}rez and
Cristi{\'{a}}n Bravo},
title = {Cost-based feature selection for Support Vector Machines: An application
in credit scoring},
journal = {Eur. J. Oper. Res.},
volume = {261},
number = {2},
pages = {656--665},
year = {2017},
url = {https://doi.org/10.1016/j.ejor.2017.02.037},
doi = {10.1016/J.EJOR.2017.02.037},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/MaldonadoPB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/OskarsdottirBVS17,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Wouter Verbeke and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
title = {Social network analytics for churn prediction in telco: Model building,
evaluation and network architecture},
journal = {Expert Syst. Appl.},
volume = {85},
pages = {204--220},
year = {2017},
url = {https://doi.org/10.1016/j.eswa.2017.05.028},
doi = {10.1016/J.ESWA.2017.05.028},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/OskarsdottirBVS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/OskarsdottirBVS16,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Wouter Verbeke and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
editor = {Ravi Kumar and
James Caverlee and
Hanghang Tong},
title = {A comparative study of social network classifiers for predicting churn
in the telecommunication industry},
booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
18-21, 2016},
pages = {1151--1158},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ASONAM.2016.7752384},
doi = {10.1109/ASONAM.2016.7752384},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/OskarsdottirBVS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/VlasselaerBCEAS15,
author = {V{\'{e}}ronique Van Vlasselaer and
Cristi{\'{a}}n Bravo and
Olivier Caelen and
Tina Eliassi{-}Rad and
Leman Akoglu and
Monique Snoeck and
Bart Baesens},
title = {{APATE:} {A} novel approach for automated credit card transaction
fraud detection using network-based extensions},
journal = {Decis. Support Syst.},
volume = {75},
pages = {38--48},
year = {2015},
url = {https://doi.org/10.1016/j.dss.2015.04.013},
doi = {10.1016/J.DSS.2015.04.013},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/VlasselaerBCEAS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ChongBD15,
author = {Mimi Chong and
Cristi{\'{a}}n Bravo and
Matt Davison},
title = {How much effort should be spent to detect fraudulent applications
when engaged in classifier-based lending?},
journal = {Intell. Data Anal.},
volume = {19},
number = {s1},
pages = {S87--S101},
year = {2015},
url = {https://doi.org/10.3233/IDA-150771},
doi = {10.3233/IDA-150771},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/ChongBD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/BravoTW15,
author = {Cristi{\'{a}}n Bravo and
Lyn C. Thomas and
Richard Weber},
title = {Improving credit scoring by differentiating defaulter behaviour},
journal = {J. Oper. Res. Soc.},
volume = {66},
number = {5},
pages = {771--781},
year = {2015},
url = {https://doi.org/10.1057/jors.2014.50},
doi = {10.1057/JORS.2014.50},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/BravoTW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/BravoM15,
author = {Cristi{\'{a}}n Bravo and
Sebasti{\'{a}}n Maldonado},
title = {Fieller Stability Measure: a novel model-dependent backtesting approach},
journal = {J. Oper. Res. Soc.},
volume = {66},
number = {11},
pages = {1895--1905},
year = {2015},
url = {https://doi.org/10.1057/jors.2015.18},
doi = {10.1057/JORS.2015.18},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/BravoM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/VerbrakenBWB14,
author = {Thomas Verbraken and
Cristi{\'{a}}n Bravo and
Richard Weber and
Bart Baesens},
title = {Development and application of consumer credit scoring models using
profit-based classification measures},
journal = {Eur. J. Oper. Res.},
volume = {238},
number = {2},
pages = {505--513},
year = {2014},
url = {https://doi.org/10.1016/j.ejor.2014.04.001},
doi = {10.1016/J.EJOR.2014.04.001},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/VerbrakenBWB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BravoMW13,
author = {Cristi{\'{a}}n Bravo and
Sebasti{\'{a}}n Maldonado and
Richard Weber},
title = {Granting and managing loans for micro-entrepreneurs: New developments
and practical experiences},
journal = {Eur. J. Oper. Res.},
volume = {227},
number = {2},
pages = {358--366},
year = {2013},
url = {https://doi.org/10.1016/j.ejor.2012.10.040},
doi = {10.1016/J.EJOR.2012.10.040},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/BravoMW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gfkl/BironB12,
author = {Miguel Biron and
Cristi{\'{a}}n Bravo},
editor = {Myra Spiliopoulou and
Lars Schmidt{-}Thieme and
Ruth Janning},
title = {On the Discriminative Power of Credit Scoring Systems Trained on Independent
Samples},
booktitle = {Data Analysis, Machine Learning and Knowledge Discovery - Proceedings
of the 36th Annual Conference of the Gesellschaft f{\"{u}}r Klassifikation
e. V., Hildesheim, Germany, August 2012},
series = {Studies in Classification, Data Analysis, and Knowledge Organization},
pages = {247--254},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-319-01595-8\_27},
doi = {10.1007/978-3-319-01595-8\_27},
timestamp = {Sun, 02 Jun 2019 21:24:40 +0200},
biburl = {https://dblp.org/rec/conf/gfkl/BironB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/BrownFPSTWBBLM11,
author = {Donald E. Brown and
Fazel Famili and
Gerhard Paass and
Kate Smith{-}Miles and
Lyn C. Thomas and
Richard Weber and
Ricardo Baeza{-}Yates and
Cristi{\'{a}}n Bravo and
Gaston L'Huillier and
Sebasti{\'{a}}n Maldonado},
title = {Future trends in business analytics and optimization},
journal = {Intell. Data Anal.},
volume = {15},
number = {6},
pages = {1001--1017},
year = {2011},
url = {https://doi.org/10.3233/IDA-2011-0506},
doi = {10.3233/IDA-2011-0506},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/BrownFPSTWBBLM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/BravoW11,
author = {Cristi{\'{a}}n Bravo and
Richard Weber},
editor = {C{\'{e}}sar San Mart{\'{\i}}n and
Sang{-}Woon Kim},
title = {Semi-supervised Constrained Clustering with Cluster Outlier Filtering},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 16th Iberoamerican Congress, {CIARP} 2011, Puc{\'{o}}n,
Chile, November 15-18, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7042},
pages = {347--354},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25085-9\_41},
doi = {10.1007/978-3-642-25085-9\_41},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/BravoW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BravoFW10,
author = {Cristi{\'{a}}n Bravo and
Nicol{\'{a}}s Figueroa and
Richard Weber},
title = {Game Theory {\&} Data Mining model for price dynamics in financial
institutions},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596654},
doi = {10.1109/IJCNN.2010.5596654},
timestamp = {Mon, 18 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BravoFW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/BravoFW10,
author = {Cristi{\'{a}}n Bravo and
Nicol{\'{a}}s Figueroa and
Richard Weber},
editor = {Petra Perner},
title = {Modeling Pricing Strategies Using Game Theory and Support Vector Machines},
booktitle = {Advances in Data Mining. Applications and Theoretical Aspects, 10th
Industrial Conference, {ICDM} 2010, Berlin, Germany, July 12-14, 2010.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6171},
pages = {323--337},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14400-4\_25},
doi = {10.1007/978-3-642-14400-4\_25},
timestamp = {Mon, 18 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/BravoFW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/BravoLWL08,
author = {Cristi{\'{a}}n Bravo and
Jose Luis Lobato and
Richard Weber and
Gaston L'Huillier},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {A Hybrid System for Probability Estimation in Multiclass Problems
Combining SVMs and Neural Networks},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {649--654},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.112},
doi = {10.1109/HIS.2008.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/BravoLWL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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