Creditworthiness of Individual Borrowers Forecasting with Machine Learning Methods

L Zomchak, V Melnychuk - International Conference of Artificial Intelligence …, 2022 - Springer
Providing loans to individuals without a proper analysis of their creditworthiness is one of the
reasons that can lead to risky activities of the lender and, consequently, to the weakness of …

Determinants of domestic credit to the private sector in Ghana: Application of vector auto-regressive method

W Obeng-Amponsah, Z Sun… - The First International …, 2019 - atlantis-press.com
The private sector is said to be the engine of economic growth for a country, especially, for
developing economies. Ghana, discovering crude oil in commercial quantities in 2007 …

[PDF][PDF] Credit risk prediction using artificial neural network algorithm

DK Gupta, S Goyal - International Journal of Modern Education and …, 2018 - academia.edu
Artificial neural network is an information processing system which is influenced by the
human brain and works on the same principles of the biological nervous system. They …

[PDF][PDF] Rule Based Ensembles Using Pair Wise Neural Network Classifiers

MM Jenghara… - International Journal of …, 2015 - researchgate.net
In value estimation, the inexperienced people's estimation average is good approximation to
true value, provided that the answer of these individual are independent. Classifier …

Hibridisasi Metode Fuzzy K-Nearest Neighbor Dengan Metode Modified Particle Swarm Optimization Pada Pengklasifikasian Penyakit Tanaman Kedelai

R Siringoringo, R Perangin-angin - Sinkron: jurnal dan …, 2017 - jurnal.polgan.ac.id
Abstract Fuzzy k-Nearest Neighbor (Fk-NN) merupakan salah satu metode klasifikasi yang
powerfull. Kehadiran konsep fuzzy pada metode ini berhasil meningkatkan kinerjanya pada …

Development and Justification of Strategy for Ensuring Financial Security of Commercial Bank

Z Zinaida, R Svitlana - International Conference on Economics …, 2021 - atlantis-press.com
Theoretical and methodological bases of forming the strategy for ensuring bank's financial
security according to the value-oriented approach have been developed and substantiated …

[PDF][PDF] Improved Fuzzy K-Nearest Neighbor Using Modified Particle Swarm Optimization

N Mukahar, BA Rosdi, DA Ramli - academia.edu
Fuzzy k-Nearest Neighbor (FkNN) is one of the most powerful classification methods. The
presence of fuzzy concepts in this method successfully improves its performance on almost …

Improved Fuzzy K-Nearest Neighbor Using Modified Particle Swarm Optimization

J Jamaluddin, R Siringoringo - 2018 - osf.io
Abstract Fuzzy k-Nearest Neighbor (FkNN) is one of the most powerful classification
methods. The presence of fuzzy concepts in this method successfully improves its …

[PDF][PDF] Improved Fuzzy K-Nearest Neighbor Using Modified Particle Swarm Optimization

DA Ramli - researchgate.net
Fuzzy k-Nearest Neighbor (FkNN) is one of the most powerful classification methods. The
presence of fuzzy concepts in this method successfully improves its performance on almost …

Improved Fuzzy K-Nearest Neighbor Using Modified Particle Swarm Optimization

R Siringoringo - Journal of Physics: Conference Series, 2017 - iopscience.iop.org
Abstract Fuzzy k-Nearest Neighbor (FkNN) is one of the most powerful classification
methods. The presence of fuzzy concepts in this method successfully improves its …