Cover Image

Credit scoring: a review on support vector machines and metaheuristic approaches

Development of credit scoring models is important for fnancial institutions to identify defaulters and nondefaulters when making credit granting decisions. In recent years, artifcial intelligence (AI) techniques have shown successful performance in credit scoring. Support Vector Machines and metaheu...

Full description

Saved in:

Bibliographic Details
Main Authors:	Goh, Rui Ying, Lee, Lai Soon
Format:	Article
Language:	English
Published:	Hindawi 2019
Online Access:	http://psasir.upm.edu.my/id/eprint/81046/1/SCORING.pdf http://psasir.upm.edu.my/id/eprint/81046/ https://www.hindawi.com/journals/aor/2019/1974794/
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hyperparameters tuning of random forest with harmony search in credit scoring
by: Goh, Rui Ying, et al.
Published: (2019)

Hybrid harmony search-artificial intelligence models in credit scoring
by: Goh, Rui Ying
Published: (2019)

Metaheuristic approaches for urban transit scheduling problem: a review
by: Uvaraja, Vikneswary, et al.
Published: (2017)

Enhancing Accuracy Of Credit Scoring Classification With Imbalance Data Using Synthetic Minority Oversampling Technique-Support Vector Machine (SMOTE-SVM) Model
by: Bingamawa, Muhammad Tosan
Published: (2017)

Heuristics and metaheuristics approaches for facility layout problems: a survey
by: Nordin, Nurul Nadia, et al.
Published: (2016)

A Review of Classification Approaches Using Support Vector Machine in Intrusion Detection
by: Kausar, Noreen, et al.
Published: (2011)

Support vector machine in precision agriculture: a review
by: Kok, Zhi Hong, et al.
Published: (2021)

Urban transit network design problems: a review of population-based metaheuristics
by: Tarajo, Buba Ahmed, et al.
Published: (2016)

Credit scoring models: techniques and issues
by: Eddy, Yosi Lizar, et al.
Published: (2017)

A review of support vector machines with respect to spatial data
by: Kohram, Mojtaba, et al.
Published: (2007)

Credit risk assessment model for Jordanian commercial banks: Neural scoring approach
by: Bekhet H.A., et al.
Published: (2023)

Hybridization Of Deterministic And Metaheuristic Approaches In Global Optimization
by: Goh, Khang Wen
Published: (2019)

Inconsistent electroencephalogram tasks for continuous person authentication using radial basis function-based support vector machine
by: Wong, Rui Zhen
Published: (2022)

A support vector machine approach in predicting road traffic mortality in Malaysia
by: Nurul Qastalani, Radzuan, et al.
Published: (2019)

Rain classification for autonomous vehicle navigation : A support vector machine approach
by: Abdul Haleem, Habeeb Mohamed, et al.
Published: (2020)

Intelligent web proxy caching approaches based on support vector machine
by: Ali, Waleed, et al.
Published: (2011)

Intelligent web proxy caching approaches based on support vector machine
by: Ismail, Abdul Samed, et al.
Published: (2011)

Using data mining to improve assessment of credit worthiness via credit scoring models
by: Yap, B.W., et al.
Published: (2011)

Overview of support vector machine in modeling machining performances
by: Mat Deris, Ashanira, et al.
Published: (2011)

Overview of support vector machine in modeling machining performances
by: Mat Deris, A., et al.
Published: (2011)

Artificial neural network and support vector machine in flood forecasting: A review
by: Suliman, Azizah, et al.
Published: (2013)

Redefining the White-Box of k-Nearest Neighbor Support Vector Machine for Better Classification
by: Sim, Doreen Ying Ying
Published: (2020)

An adaptive approach for Malay cheque words recognition using support vector machine
by: Al Boredi, Omar Noori Salih, et al.
Published: (2011)

Email categorization using support vector machine
by: Mohd. Daud, Mariah
Published: (2004)

Efficient parameter selection of support vector machines
by: Ismael, Kamarulafizam, et al.
Published: (2008)

Fingerprint classification using Support Vector Machine
by: Alias, N. A., et al.
Published: (2016)

Ozone prediction based on support vector machine
by: Tanaskuli, M., et al.
Published: (2020)

Fingerprint classification using support vector machine
by: Ho, Kah Weng
Published: (2020)

Support Vector Machines (SVM) in Test Extraction
by: Ghazali, Nadirah
Published: (2006)

Support Vector Machines (SVM) in Test Extraction
by: Ghazali, Nadirah
Published: (2006)

Ozone prediction based on support vector machine
by: Tanaskuli M., et al.
Published: (2023)

Gender identification using support vector machines
by: Nur Ayuni Binti Jalaluddin
Published: (2023)

Hybrid metaheuristic machine learning approach for water level prediction: A case study in Dongting Lake
by: Deng, Bin, et al.
Published: (2022)

Credit scoring models using soft computing methods: A survey
by: Lahsasna, A., et al.
Published: (2010)

Prediction of ventricular fibrillation using support vector machine
by: Heng, Wei Wei, et al.
Published: (2020)

PITEH: Providing Financial Identities to Those without Credit Score
by: Salem, A.S., et al.
Published: (2020)

PITEH - PROVIDING FINANCIAL IDENTITIES TO THOSE WITHOUT CREDIT SCORES
by: Salem, Ayu Shahirah
Published: (2020)

Multi-class support vector machine application in the field of agriculture and poultry: a review
by: Nurhanna, A. A., et al.
Published: (2017)

A review on optimization of least squares support vector machine for time series forecasting
by: Yusof, Yuhanis, et al.
Published: (2016)

A hybrid least squares support vector machines and GMDH approach for river flow forecasting
by: Samsudin, Ruhaidah, et al.
Published: (2010)