@book{zhou2012ensemble, title = {Ensemble methods: foundations and algorithms}, author = {Zhou, Zhi-Hua}, year = {2012}, publisher = {Chapman and Hall/CRC} }
@article{breiman2001random, title = {Random forests}, author = {Breiman, Leo}, journal = {Machine learning}, volume = {45}, number = {1}, pages = {5--32}, year = {2001}, publisher = {Springer} }
@inproceedings{geurts2000investigation, title = {Investigation and reduction of discretization variance in decision tree induction}, author = {Geurts, Pierre and Wehenkel, Louis}, booktitle = {European Conference on Machine Learning}, pages = {162--170}, year = {2000}, organization = {Springer} }
@book{quinlan2014c4, title = {C4. 5: programs for machine learning}, author = {Quinlan, J Ross}, year = {2014}, publisher = {Elsevier} }
@book{scholkopf2002learning, title = {Learning with kernels: support vector machines, regularization, optimization, and beyond}, author = {Sch{\"o}lkopf, Bernhard and Smola, Alexander J and Bach, Francis and others}, year = {2002}, publisher = {MIT press} }
@article{BIC, issn = {00905364}, url = {http://www.jstor.org/stable/2958889}, abstract = {The problem of selecting one of a number of models of different dimensions is treated by finding its Bayes solution, and evaluating the leading terms of its asymptotic expansion. These terms are a valid large-sample criterion beyond the Bayesian context, since they do not depend on the a priori distribution.}, author = {Gideon Schwarz}, journal = {The Annals of Statistics}, number = {2}, pages = {461-464}, publisher = {Institute of Mathematical Statistics}, title = {Estimating the Dimension of a Model}, volume = {6}, year = {1978} }
@article{white1982maximum, title = {Maximum likelihood estimation of misspecified models}, author = {White, Halbert}, journal = {Econometrica: Journal of the Econometric Society}, pages = {1--25}, year = {1982}, publisher = {JSTOR} }
@book{schutze2008introduction, title = {Introduction to information retrieval}, author = {Sch{\"u}tze, Hinrich and Manning, Christopher D and Raghavan, Prabhakar}, volume = {39}, year = {2008}, publisher = {Cambridge University Press}, url = {https://nlp.stanford.edu/IR-book/pdf/irbookprint.pdf} }
@phdthesis{vital2016, url = {http://www.theses.fr/2016REN1S111}, title = {Scoring pour le risque de crédit : variable réponse polytomique, sélection de variables, réduction de la dimension, applications}, author = {Vital, Clément}, year = {2016}, note = {Thèse de doctorat dirigée par Patilea, Valentin et Rouviere, Laurent Mathématiques et applications Rennes 1 2016}, note = {2016REN1S111} }
@article{byrd1995limited, title = {A limited memory algorithm for bound constrained optimization}, author = {Byrd, Richard H and Lu, Peihuang and Nocedal, Jorge and Zhu, Ciyou}, journal = {SIAM Journal on Scientific Computing}, volume = {16}, number = {5}, pages = {1190--1208}, year = {1995}, publisher = {SIAM} }
@article{minka2003comparison, title = {A comparison of numerical optimizers for logistic regression}, author = {Minka, Thomas P}, journal = {Unpublished draft}, pages = {1--18}, year = {2003} }
@book{vapnik2013nature, title = {The nature of statistical learning theory}, author = {Vapnik, Vladimir}, year = {2013}, publisher = {Springer science \& business media} }
@book{goodfellow2016deep, title = {Deep Learning}, author = {Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron and Bengio, Yoshua}, volume = {1}, year = {2016}, publisher = {MIT press Cambridge} }
@inproceedings{cortes2005confidence, title = {Confidence intervals for the area under the ROC curve}, author = {Cortes, Corinna and Mohri, Mehryar}, booktitle = {Advances in neural information processing systems}, pages = {305--312}, year = {2005} }
@article{sun2014fast, title = {Fast Implementation of DeLong's Algorithm for Comparing the Areas Under Correlated Receiver Oerating Characteristic Curves}, author = {Xu Sun and Weichao Xu}, journal = {IEEE Signal Processing Letters}, volume = {21}, number = {11}, pages = {1389--1393}, year = {2014}, publisher = {IEEE} }
@article{sun2009classification, title = {Classification of imbalanced data: A review}, author = {Sun, Yanmin and Wong, Andrew KC and Kamel, Mohamed S}, journal = {International Journal of Pattern Recognition and Artificial Intelligence}, volume = {23}, number = {04}, pages = {687--719}, year = {2009}, publisher = {World Scientific} }
@article{baesens2003benchmarking, title = {Benchmarking state-of-the-art classification algorithms for credit scoring}, author = {Baesens, Bart and Van Gestel, Tony and Viaene, Stijn and Stepanova, Maria and Suykens, Johan and Vanthienen, Jan}, journal = {Journal of the operational research society}, volume = {54}, number = {6}, pages = {627--635}, year = {2003}, publisher = {Taylor \& Francis} }
@article{brown2012experimental, title = {An experimental comparison of classification algorithms for imbalanced credit scoring data sets}, author = {Brown, Iain and Mues, Christophe}, journal = {Expert Systems with Applications}, volume = {39}, number = {3}, pages = {3446--3453}, year = {2012}, publisher = {Elsevier} }
@article{kullback1951information, title = {On information and sufficiency}, author = {Kullback, Solomon and Leibler, Richard A}, journal = {The annals of mathematical statistics}, volume = {22}, number = {1}, pages = {79--86}, year = {1951}, publisher = {JSTOR} }
@article{thomas2000survey, title = {A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers}, author = {Thomas, Lyn C}, journal = {International journal of forecasting}, volume = {16}, number = {2}, pages = {149--172}, year = {2000}, publisher = {Elsevier} }
@article{finlay2010credit, title = {Credit scoring for profitability objectives}, author = {Finlay, Steven}, journal = {European Journal of Operational Research}, volume = {202}, number = {2}, pages = {528--537}, year = {2010}, publisher = {Elsevier} }
@article{finlay2009we, title = {Are we modelling the right thing? The impact of incorrect problem specification in credit scoring}, author = {Finlay, Steven}, journal = {Expert Systems with Applications}, volume = {36}, number = {5}, pages = {9065--9071}, year = {2009}, publisher = {Elsevier} }
@article{hand1997statistical, title = {Statistical classification methods in consumer credit scoring: a review}, author = {Hand, David J and Henley, William E}, journal = {Journal of the Royal Statistical Society: Series A (Statistics in Society)}, volume = {160}, number = {3}, pages = {523--541}, year = {1997}, publisher = {Wiley Online Library} }
@book{friedman2001elements, title = {The Elements of Statistical Learning}, author = {Friedman, Jerome and Hastie, Trevor and Tibshirani, Robert}, volume = {1}, number = {10}, year = {2001}, publisher = {Springer series in statistics New York, NY, USA:} }
@article{ducourant2009credit, title = {Le cr{\'e}dit revolving, un succ{\`e}s populaire}, author = {Ducourant, H{\'e}l{\`e}ne}, journal = {Soci{\'e}t{\'e}s contemporaines}, number = {4}, pages = {41--65}, year = {2009}, publisher = {Presses de Sciences Po (PFNSP)} }
@misc{credit_cards_country, title = {Credit cards per household by country in 2016}, url = {https://www.statista.com/statistics/650858/credit-cards-per-household-by-country/}, author = {Statista}, year = {2016} }
@misc{dicharry_2017, title = {Maison de la literie lance la location avec option d'achat}, url = {https://www.lesechos.fr/26/10/2017/lesechos.fr/030786701376_maison-de-la-literie-lance-la-location-avec-option-d-achat.htm}, journal = {lesechos.fr}, publisher = {Les Echos}, author = {Dicharry, Elsa}, year = {2017}, month = {10} }
@misc{peden_2018, title = {Vente de voitures : la part des formules de location a décollé en 2017}, url = {https://news.autoplus.fr/Location-LLD-LOA-Vente-Marques-premium-1523494.html}, journal = {Autoplus.fr}, publisher = {Autoplus.fr}, author = {Peden, Jean-Philippe}, year = {2018}, month = {01} }
@article{karim2013off, title = {Off-balance sheet exposures and banking crises in OECD countries}, author = {Karim, Dilruba and Liadze, Iana and Barrell, Ray and Davis, E Philip}, journal = {Journal of Financial Stability}, volume = {9}, number = {4}, pages = {673--681}, year = {2013}, publisher = {Elsevier} }
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