Classification of Credit Dataset Using Improved Particle Swarm Optimization Tuned Radial Basis Function Neural Networks

Trilok Nath Pandey; Parimal Kumar Giri; Alok Kumar Jagadev

doi:10.1007/978-3-030-39033-4_3

ScienceGate Book Chapters

BOOK-CHAPTER

Classification of Credit Dataset Using Improved Particle Swarm Optimization Tuned Radial Basis Function Neural Networks

Trilok Nath Pandey Parimal Kumar Giri Alok Kumar Jagadev

Year: 2020 Learning and analytics in intelligent systems Pages: 35-45 Publisher: Springer International Publishing

DOI: 10.1007/978-3-030-39033-4_3

Get Full-Text PDF Get Analytical Report

Keywords:

Particle swarm optimization Artificial neural network Computer science Radial basis function Artificial intelligence Machine learning Function (biology) Process (computing) Credit risk Basis (linear algebra) Data mining Finance Mathematics Economics

Metrics

Cited By

3.71

FWCI (Field Weighted Citation Impact)

Refs

0.92

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Financial Distress and Bankruptcy Prediction

Social Sciences → Business, Management and Accounting → Accounting

Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Stock Market Forecasting Methods

Social Sciences → Decision Sciences → Management Science and Operations Research

Classification of Credit Dataset Using Improved Particle Swarm Optimization Tuned Radial Basis Function Neural Networks

Metrics

Citation History

Topics

Related Documents

Accurate Classification in Uncertainty Dataset Using Particle Swarm Optimization-trained Radial Basis Function

Music genre classification using radial basis function networks and particle swarm optimization

ECG beat classification using particle swarm optimization and radial basis function neural network

An improved particle swarm optimization algorithm for radial basis function neural network

Improved contourlet-based steganalysis using binary particle swarm optimization and radial basis neural networks