Boosted Gaussian Bayes Classifier and its application in bank credit scoring

Boosted Gaussian Bayes Classifier and its application in bank credit scoring

With the explosion of computer science in the last decade, data banks and networks management present a huge part of tomorrows problems. One of them is the development of the best classication method possible in order to exploit the data bases. In classication problems, a representative successful m...

Full description

Bibliographic Details
Main Authors:	Anaïs Pizzo, Pascal Teyssere, Long Vu-Hoang
Format:	Article
Language:	English
Published:	Ton Duc Thang University 2018-06-01
Series:	Journal of Advanced Engineering and Computation
Online Access:	http://jaec.vn/index.php/JAEC/article/view/193

Similar Items

Predicting Credit Scores with Boosted Decision Trees
by: João A. Bastos
Published: (2022-11-01)

On the Applicability of Credit Scoring Models in Egyptian Banks
by: Hussein Abdou, et al.
Published: (2007-04-01)

Credit Scoring Using Colonial Competitive Rule-based Classifier
by: Javad Basiri, et al.
Published: (2011-06-01)

Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers
by: Serafin Moral-Garcia, et al.
Published: (2023-01-01)

Bank credits in Italy classified by businnes branches and bank groups (1936-1946)
by: M. MANCINI
Published: (2014-10-01)

Fraud Detection Using Random Forest Classifier, Logistic Regression, and Gradient Boosting Classifier Algorithms on Credit Cards
by: Muhamad Sopiyan, et al.
Published: (2022-05-01)

Extreme Learning Machine Enhanced Gradient Boosting for Credit Scoring
by: Yao Zou, et al.
Published: (2022-04-01)

An AdaBoost Method with K′K-Means Bayes Classifier for Imbalanced Data
by: Yanfeng Zhang, et al.
Published: (2023-04-01)

Alternative credit scoring for the un(der)banked
by: Elrakabawy, S
Published: (2024)

Credit scoring using ensemble of various classifiers on reduced feature set
by: Dahiya Shashi, et al.
Published: (2015-01-01)

A Multi-Stage Self-Adaptive Classifier Ensemble Model With Application in Credit Scoring
by: Shanshan Guo, et al.
Published: (2019-01-01)

Analysis of the Use of Particle Swarm Optimization on Naïve Bayes for Classification of Credit Bank Applications
by: Yoga Religia Religia, et al.
Published: (2021-12-01)

Formation of borrower’s bank credit scoring integrated model
by: O.V. Lysenok
Published: (2017-03-01)

"Credit Scoring in Islamic Banking; Necessity, Status and Requirements"
by: Mohammad Sajjad Siahkarzadeh, et al.
Published: (2012-04-01)

Enhancement of transparency and accuracy of credit scoring models through genetic fuzzy classifier
by: Raja N. Ainon
Published: (2010-04-01)

Application of the Scoring Approach to Monitoring Function of Central Bank Credit Registry
by: Vladyslav Filatov
Published: (2021-08-01)

Conditionally Gaussian PAC-Bayes
by: Clerico, E, et al.
Published: (2022)

Application of The Naïve Bayes Classifier Algorithm to Classify Community Complaints
by: Keszya Wabang, et al.
Published: (2022-11-01)

Emotion Classification in Bangla Text Data Using Gaussian Naive Bayes Classifier: A Computational Linguistic Study
by: S M Abdullah Shafi, et al.
Published: (2024-09-01)

Scoring Models and Credit Risk: The Case of Cooperative Banks in Poland
by: Krzysztof Kil, et al.
Published: (2021-07-01)

Nonmyopic ϵ-Bayes-Optimal Active Learning of Gaussian Processes
by: Hoang, Trong Nghia, et al.
Published: (2015)

The Relationship between Credit Rating and Environmental, Social, and Governance Score in Banking
by: Dimitrios Vortelinos, et al.
Published: (2024-06-01)

Models and methodologies for credit scoring in personal banking: A literature review
by: David Esteban Rodríguez-Guevara, et al.
Published: (2017-06-01)

A dynamic credit scoring model based on survival gradient boosting decision tree approach
by: Yufei Xia, et al.
Published: (2021-01-01)

Enhancing the Efficiency of Gaussian Naïve Bayes Machine Learning Classifier in the Detection of DDOS in Cloud Computing
by: Sarah Naiem, et al.
Published: (2023-01-01)

YOU and YOUR CREDIT: Credit Scores
by: Michael S. Gutter, et al.
Published: (2008-10-01)

YOU and YOUR CREDIT: Credit Scores
by: Michael S. Gutter, et al.
Published: (2008-10-01)

YOU and YOUR CREDIT: Credit Scores
by: Michael S. Gutter, et al.
Published: (2008-10-01)

CONSIDERATIONS CONCERNING THE BANKING CREDIT AND ITS OPTIMIZATION
by: CERASELA PÎRVU, et al.
Published: (2010-01-01)

Comparison of correlated algorithm accuracy Naive Bayes Classifier and Naive Bayes Classifier for heart failure classification
by: Pungkas Subarkah, et al.
Published: (2022-08-01)

CREDIT OPERATIONS OF BANKS AND CREDIT LINE
by: Юлія Владика, et al.
Published: (2023-03-01)

Credit concession through credit scoring: Analysis and application proposal
by: Oriol Amat, et al.
Published: (2017-01-01)

Classifying Exoplanets with a Gaussian Mixture Model
by: Soham Kulkarni, et al.
Published: (2018-06-01)

MAP approximation to the variational Bayes Gaussian mixture model and application
by: Lim, Kart-Leong, et al.
Published: (2020)

Variational Bayes for Non-Gaussian autoregressive models
by: Penny, W, et al.
Published: (2000)

IMPROVING CREDIT SCORING MODEL OF MORTGAGE FINANCING WITH SMOTE METHODS IN SHARIA BANKING
by: Wibowo H.E., et al.
Published: (2019-08-01)

Using Genetic Algorithm in Optimizing Decision Trees for Credit Scoring of Banks Customers
by: Mahmood i Alborz, et al.
Published: (2010-03-01)

Investigating Revenue Smoothing Thresholds That Affect Bank Credit Scoring Models: An Iranian Bank Case Study
by: Seyed Mahdi Sadatrasoul, et al.
Published: (2023-01-01)

Using the Hybrid Model for Credit Scoring (Case Study: Credit Clients of microloans, Bank Refah-Kargeran of Zanjan, Iran)
by: Abdollah Nazari, et al.
Published: (2019-07-01)

Active Learning Is Planning: Nonmyopic ε-Bayes-Optimal Active Learning of Gaussian Processes
by: Hoang, Trong Nghia, et al.
Published: (2015)