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

Expert systems with applications, 2013-01, Vol.40 (1), p.356-364

2013

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Characterization of background air pollution exposure in urban environments using a metric based on Hidden Markov Models

Atmospheric environment (1994), 2016-02, Vol.127, p.255-261

2016

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Missing value imputation on missing completely at random data using multilayer perceptrons

Neural networks, 2011, Vol.24 (1), p.121-129

2011

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Time series clustering for estimating particulate matter contributions and its use in quantifying impacts from deserts

Atmospheric environment (1994), 2015-09, Vol.117, p.271-281

2015

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Comparison of linear regression and artificial neural networks models to predict heating and cooling energy demand, energy consumption and CO2 emissions

Energy (Oxford), 2017-01, Vol.118, p.24-36

2017

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Single imputation with multilayer perceptron and multiple imputation combining multilayer perceptron and k-nearest neighbours for monotone patterns

Applied soft computing, 2015-04, Vol.29, p.65-74

2015

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Modelling background air pollution exposure in urban environments: Implications for epidemiological research

Environmental modelling & software : with environment data news, 2018-08, Vol.106, p.13-21

2018

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

Expert systems with applications, 2013-12, Vol.40 (17), p.6910-6917

2013

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Evaluating the provision of ecosystem services to support phytoremediation measures for countering soil contamination. A case‐study of the Guadiamar Green Corridor (SW Spain)

Land degradation & development, 2020-12, Vol.31 (18), p.2914-2924

2020

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Predicting the potential habitat of oaks with data mining models and the R system

Environmental modelling & software : with environment data news, 2010-07, Vol.25 (7), p.826-836

2010

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Reduced bootstrap aggregating of learning algorithms

Pattern recognition letters, 2008-02, Vol.29 (3), p.265-271

2008

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An Application Sample of Machine Learning Tools, Such as SVM and ANN, for Data Editing and Imputation

Soft Computing for Sustainability Science, 2018, Vol.358, p.259-298

2018

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Artificial neural networks and linear regression prediction models for social housing allocation: Fuel Poverty Potential Risk Index

Energy (Oxford), 2018-12, Vol.164, p.627-641

2018

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Dimensionality reduction through clustering of variables and canonical correlation

Journal of the Korean Statistical Society, 2024-09

2024

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Finite mixture models to characterize and refine air quality monitoring networks

The Science of the total environment, 2014-07, Vol.485-486, p.292-299

2014

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Can Shrub Flammability be Affected by Goat Grazing? Flammability Parameters of Mediterranean Shrub Species under Grazing

Sustainability, 2021-02, Vol.13 (3), p.1555

2021

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A comparison of classification models to identify the Fragile X Syndrome

Journal of applied statistics, 2008-03, Vol.35 (3), p.233-244

2008

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Evaluating the Performance of the Multilayer Perceptron as a Data Editing Tool

Bio-Inspired Systems: Computational and Ambient Intelligence, 2009, p.1304-1311

2009

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Comparison of linear regression and artificial neural networks models to predict heating and cooling energy demand, energy consumption and CO^sub 2^ emissions

Energy (Oxford), 2017-01, Vol.118, p.24

2017

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Comparison of linear regression and artificial neural networks models to predict heating and cooling energy demand, energy consumption and CO 2 emissions

Energy (Oxford), 2017-01, Vol.118, p.24-36

2017

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Field Substitution and Sequential Sampling Method

The Mathematics of the Uncertain, 2018, Vol.142, p.329-336

2018

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Modeling the Financial Distress of Microenterprise Start- Ups Using Support Vector Machines: A Case Study

Innovar : revista de ciencias administrativas y sociales, 2014, Vol.24 (1Spe), p.153-168

2014

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Modeling the Financial Distress of Microenterprise StartUps Using Support Vector Machines: A Case Study

Innovar : revista de ciencias administrativas y sociales, 2014-10, Vol.24 (Edición Especial 2014.), p.153-168

2014

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Modeling the Financial Distress of Microenterprise Start-Ups Using Support Vector Machines: A Case Study

Innovar : revista de ciencias administrativas y sociales, 2014-01, Vol.24, p.153-168

2014

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Bagging classification models with reduced bootstrap

Lecture notes in computer science, 2004, p.966-973

2004

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

Characterization of background air pollution exposure in urban environments using a metric based on Hidden Markov Models

Missing value imputation on missing completely at random data using multilayer perceptrons

Time series clustering for estimating particulate matter contributions and its use in quantifying impacts from deserts

Comparison of linear regression and artificial neural networks models to predict heating and cooling energy demand, energy consumption and CO2 emissions

Single imputation with multilayer perceptron and multiple imputation combining multilayer perceptron and k-nearest neighbours for monotone patterns

Modelling background air pollution exposure in urban environments: Implications for epidemiological research

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

Evaluating the provision of ecosystem services to support phytoremediation measures for countering soil contamination. A case‐study of the Guadiamar Green Corridor (SW Spain)

Predicting the potential habitat of oaks with data mining models and the R system

Reduced bootstrap aggregating of learning algorithms

An Application Sample of Machine Learning Tools, Such as SVM and ANN, for Data Editing and Imputation

Artificial neural networks and linear regression prediction models for social housing allocation: Fuel Poverty Potential Risk Index

Dimensionality reduction through clustering of variables and canonical correlation

Finite mixture models to characterize and refine air quality monitoring networks

Can Shrub Flammability be Affected by Goat Grazing? Flammability Parameters of Mediterranean Shrub Species under Grazing

A comparison of classification models to identify the Fragile X Syndrome

Evaluating the Performance of the Multilayer Perceptron as a Data Editing Tool

Comparison of linear regression and artificial neural networks models to predict heating and cooling energy demand, energy consumption and CO^sub 2^ emissions

Comparison of linear regression and artificial neural networks models to predict heating and cooling energy demand, energy consumption and CO 2 emissions

Field Substitution and Sequential Sampling Method

Modeling the Financial Distress of Microenterprise Start- Ups Using Support Vector Machines: A Case Study

Modeling the Financial Distress of Microenterprise StartUps Using Support Vector Machines: A Case Study

Modeling the Financial Distress of Microenterprise Start-Ups Using Support Vector Machines: A Case Study

Bagging classification models with reduced bootstrap

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