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Credit scoring models for the microfinance industry using neural networks: Evidence from Peru

JOURNAL ARTICLE published January 2013 in Expert Systems with Applications

Authors: Antonio Blanco | Rafael Pino-Mejías | Juan Lara | Salvador Rayo

https://doi.org/10.1016/j.eswa.2012.07.051 Actions

Tuning structural parameters of neural networks using genetic algorithm: A credit scoring application

JOURNAL ARTICLE published November 2021 in Expert Systems

Authors: Hamid Reza Kazemi | Kaveh Khalili‐Damghani | Soheil Sadi‐Nezhad

https://doi.org/10.1111/exsy.12733 Actions

Improving the management of microfinance institutions by using credit scoring models based on Statistical Learning techniques

JOURNAL ARTICLE published December 2013 in Expert Systems with Applications

Authors: María-Dolores Cubiles-De-La-Vega | Antonio Blanco-Oliver | Rafael Pino-Mejías | Juan Lara-Rubio

https://doi.org/10.1016/j.eswa.2013.06.031 Actions

A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines

JOURNAL ARTICLE published May 2005 in Expert Systems with Applications

Authors: T LEE | I CHEN

https://doi.org/10.1016/j.eswa.2004.12.031 Actions

Building credit scoring models using genetic programming

JOURNAL ARTICLE published July 2005 in Expert Systems with Applications

Authors: C ONG | J HUANG | G TZENG

https://doi.org/10.1016/j.eswa.2005.01.003 Actions

Using neural network ensembles for bankruptcy prediction and credit scoring

JOURNAL ARTICLE published May 2008 in Expert Systems with Applications

Authors: C TSAI | J WU

https://doi.org/10.1016/j.eswa.2007.05.019 Actions

Using data mining to improve assessment of credit worthiness via credit scoring models

JOURNAL ARTICLE published September 2011 in Expert Systems with Applications

Authors: Bee Wah Yap | Seng Huat Ong | Nor Huselina Mohamed Husain

https://doi.org/10.1016/j.eswa.2011.04.147 Actions

A hybrid neural network approach for credit scoring

JOURNAL ARTICLE published May 2011 in Expert Systems

Authors: Chun-Ling Chuang | Szu-Teng Huang

https://doi.org/10.1111/j.1468-0394.2010.00565.x Actions

Neural networks for credit risk evaluation: Investigation of different neural models and learning schemes

JOURNAL ARTICLE published September 2010 in Expert Systems with Applications

Authors: Adnan Khashman

https://doi.org/10.1016/j.eswa.2010.02.101 Actions

Credit scoring using the hybrid neural discriminant technique

JOURNAL ARTICLE published October 2002 in Expert Systems with Applications

Authors: Tian-Shyug Lee | Chih-Chou Chiu | Chi-Jie Lu | I-Fei Chen

https://doi.org/10.1016/s0957-4174(02)00044-1 Actions

A comparison analysis for credit scoring using bagging ensembles

JOURNAL ARTICLE published February 2022 in Expert Systems

Research funded by Marianne and Marcus Wallenberg Foundation (MMW 2015.0007)

Authors: Cuicui Luo

https://doi.org/10.1111/exsy.12297 Actions

Investigation and improvement of multi-layer perceptron neural networks for credit scoring

JOURNAL ARTICLE published May 2015 in Expert Systems with Applications

Authors: Zongyuan Zhao | Shuxiang Xu | Byeong Ho Kang | Mir Md Jahangir Kabir | Yunling Liu | Rainer Wasinger

https://doi.org/10.1016/j.eswa.2014.12.006 Actions

Hybrid mining approach in the design of credit scoring models

JOURNAL ARTICLE published May 2005 in Expert Systems with Applications

Authors: N HSIEH

https://doi.org/10.1016/j.eswa.2004.12.022 Actions

Consumer credit scoring models with limited data

JOURNAL ARTICLE published April 2009 in Expert Systems with Applications

Authors: Maja Šušteršič | Dušan Mramor | Jure Zupan

https://doi.org/10.1016/j.eswa.2008.06.016 Actions

Credit scoring for a microcredit data set using the synthetic minority oversampling technique and ensemble classifiers

JOURNAL ARTICLE published April 2019 in Expert Systems

Research funded by Info Studio d.o.o, Sarajevo, Bosnia and Herzegovina (1/2015)

Authors: Adaleta Gicić | Abdulhamit Subasi

https://doi.org/10.1111/exsy.12363 Actions

Credit scoring using the clustered support vector machine

JOURNAL ARTICLE published February 2015 in Expert Systems with Applications

Authors: Terry Harris

https://doi.org/10.1016/j.eswa.2014.08.029 Actions

Neural nets versus conventional techniques in credit scoring in Egyptian banking

JOURNAL ARTICLE published October 2008 in Expert Systems with Applications

Authors: Hussein Abdou | John Pointon | Ahmed El-Masry

https://doi.org/10.1016/j.eswa.2007.08.030 Actions

Least squares support vector machines ensemble models for credit scoring

JOURNAL ARTICLE published January 2010 in Expert Systems with Applications

Authors: Ligang Zhou | Kin Keung Lai | Lean Yu

https://doi.org/10.1016/j.eswa.2009.05.024 Actions

Meta-neuron learning based spiking neural classifier with time-varying weight model for credit scoring problem

JOURNAL ARTICLE published September 2021 in Expert Systems with Applications

Authors: Abeegithan Jeyasothy | Savitha Ramasamy | Suresh Sundaram

https://doi.org/10.1016/j.eswa.2021.114985 Actions

Accuracy of machine learning models versus “hand crafted” expert systems – A credit scoring case study

JOURNAL ARTICLE published April 2009 in Expert Systems with Applications

Authors: Arie Ben-David | Eibe Frank

https://doi.org/10.1016/j.eswa.2008.06.071 Actions
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