Making Accurate Credit Risk Predictions with Cost-Sensitive MLP Neural Networks

Advances in Intelligent Systems and Computing - Management Intelligent Systems ◽

10.1007/978-3-319-00569-0_1 ◽

2013 ◽

pp. 1-8 ◽

Cited By ~ 5

Author(s):

R. Alejo ◽

V. García ◽

A. I. Marqués ◽

J. S. Sánchez ◽

J. A. Antonio-Velázquez

Keyword(s):

Neural Networks ◽

Credit Risk ◽

Mlp Neural Networks

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Credit risk classification: an integrated predictive accuracy algorithm using artificial and deep neural networks

Annals of Operations Research ◽

10.1007/s10479-021-04114-z ◽

2021 ◽

Author(s):

Mohammad Mahbobi ◽

Salman Kimiagari ◽

Marriappan Vasudevan

Keyword(s):

Neural Networks ◽

Credit Risk ◽

Deep Neural Networks ◽

Predictive Accuracy ◽

Risk Classification

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Hybrid system with genetic algorithm and artificial neural networks and its application to retail credit risk assessment

Expert Systems with Applications ◽

10.1016/j.eswa.2012.05.023 ◽

2012 ◽

Vol 39 (16) ◽

pp. 12605-12617 ◽

Cited By ~ 75

Author(s):

Stjepan Oreski ◽

Dijana Oreski ◽

Goran Oreski

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Risk Assessment ◽

Artificial Neural Networks ◽

Credit Risk ◽

Hybrid System ◽

Credit Risk Assessment ◽

Retail Credit ◽

Artificial Neural

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Optimization of MLP Neural Networks in 8-bit Microcontrollers using Program Memory

10.1109/ijcnn52387.2021.9533594 ◽

2021 ◽

Author(s):

Caio J. B. V. Guimaraes ◽

Matheus F. Torquato ◽

Macelo A. C. Fernandes

Keyword(s):

Neural Networks ◽

Program Memory ◽

Mlp Neural Networks

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Proposal for the Implementation of MLP Neural Networks on Arduino Platform

Communications in Computer and Information Science - Applied Technologies ◽

10.1007/978-3-030-42520-3_30 ◽

2020 ◽

pp. 372-385

Author(s):

Kevin Andrés Suaza Cano ◽

Jhon Freddy Moofarry ◽

Javier Ferney Castillo Garcia

Keyword(s):

Neural Networks ◽

Mlp Neural Networks

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Improving the Model Convergence Properties of Classifier Feed-Forward MLP Neural Networks

Studies in Fuzziness and Soft Computing - Recent Developments and New Directions in Soft Computing ◽

10.1007/978-3-319-06323-2_18 ◽

2014 ◽

pp. 281-293

Author(s):

Annamária R. Várkonyi-Kóczy ◽

Balázs Tusor ◽

József Bukor

Keyword(s):

Neural Networks ◽

Convergence Properties ◽

Feed Forward ◽

Mlp Neural Networks

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Bankruptcy prediction for credit risk using neural networks: A survey and new results

IEEE Transactions on Neural Networks ◽

10.1109/72.935101 ◽

2001 ◽

Vol 12 (4) ◽

pp. 929-935 ◽

Cited By ~ 337

Author(s):

A.F. Atiya

Keyword(s):

Neural Networks ◽

Credit Risk ◽

Bankruptcy Prediction

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Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples

Intelligent Data Engineering and Automated Learning – IDEAL 2006 - Lecture Notes in Computer Science ◽

10.1007/11875581_56 ◽

2006 ◽

pp. 464-471 ◽

Cited By ~ 3

Author(s):

R. Alejo ◽

V. Garcia ◽

J. M. Sotoca ◽

R. A. Mollineda ◽

J. S. Sánchez

Keyword(s):

Neural Networks ◽

Classification Accuracy ◽

Mlp Neural Networks

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Credit Risk Evaluation Using Neural Networks

New Frontiers in Enterprise Risk Management ◽

10.1007/978-3-540-78642-9_11 ◽

2008 ◽

pp. 163-179 ◽

Cited By ~ 1

Author(s):

Z. Yang ◽

D. Wu ◽

G. Fu ◽

C. Luo

Keyword(s):

Neural Networks ◽

Credit Risk ◽

Risk Evaluation

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Credit-Risk Decision Process Using Neural Networks in Industrial Sectors

Contemporary Trends in Accounting, Finance and Financial Institutions - Springer Proceedings in Business and Economics ◽

10.1007/978-3-319-72862-9_6 ◽

2018 ◽

pp. 71-81

Author(s):

Aleksandra Wójcicka

Keyword(s):

Neural Networks ◽

Credit Risk ◽

Decision Process ◽

Industrial Sectors ◽

Risk Decision

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Modeling of MOSFET Transistor by MLP Neural Networks

Lecture Notes in Electrical Engineering - Recent Advances in Electrical Engineering and Control Applications ◽

10.1007/978-3-319-48929-2_32 ◽

2016 ◽

pp. 407-415

Author(s):

K. Lamamra ◽

S. Berrah

Keyword(s):

Neural Networks ◽

Mlp Neural Networks

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