Optimizing hyper-parameters of neural networks with swarm intelligence: A novel framework for credit scoring

Application of new deep genetic cascade ensemble of SVM classifiers to predict the Australian credit scoring

(2019) Paweł Pławiak et al.   APPLIED SOFT COMPUTING

Hybrid credit scoring model using neighborhood rough set and multi-layer ensemble classification

(2018) Diwakar Tripathi et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

A novel multi-stage hybrid model with enhanced multi-population niche genetic algorithm: An application in credit scoring

(2018) Wenyu Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring

(2017) Yufei Xia et al.   EXPERT SYSTEMS WITH APPLICATIONS

A survey of swarm intelligence for dynamic optimization: Algorithms and applications

(2017) Michalis Mavrovouniotis et al.   Swarm and Evolutionary Computation

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Artificial neural networks in business: Two decades of research

(2016) Michal Tkáč et al.   APPLIED SOFT COMPUTING

A new hybrid ensemble credit scoring model based on classifiers consensus system approach

(2016) Maher Ala'raj et al.   EXPERT SYSTEMS WITH APPLICATIONS

A social spider algorithm for global optimization

(2015) James J.Q. Yu et al.   APPLIED SOFT COMPUTING

Credit Risk Scoring with Bayesian Network Models

(2015) Chee Kian Leong   Computational Economics

Detecting credit card fraud by Modified Fisher Discriminant Analysis

(2015) Nader Mahmoudi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Credit scoring using the clustered support vector machine

(2015) Terry Harris   EXPERT SYSTEMS WITH APPLICATIONS

Selection of Support Vector Machines based classifiers for credit risk domain

(2015) Paulius Danenas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Investigation and improvement of multi-layer perceptron neural networks for credit scoring

(2015) Zongyuan Zhao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Bat algorithm: a novel approach for global engineering optimization

(2013) Xin‐She Yang et al.   ENGINEERING COMPUTATIONS

Cuckoo search: recent advances and applications

(2013) Xin-She Yang et al.   NEURAL COMPUTING & APPLICATIONS

Firefly algorithm with chaos

(2012) A.H. Gandomi et al.   Communications in Nonlinear Science and Numerical Simulation

An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish credit card data

(2012) Soner Akkoç   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Computational time reduction for credit scoring: An integrated approach based on support vector machine and stratified sampling method

(2012) Akhil Bandhu Hens et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2012) Stjepan Oreski et al.   EXPERT SYSTEMS WITH APPLICATIONS

Credit scoring models for the microfinance industry using neural networks: Evidence from Peru

(2012) Antonio Blanco et al.   EXPERT SYSTEMS WITH APPLICATIONS

Adaptive consumer credit classification

(2012) N G Pavlidis et al.   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY

Poly-bagging predictors for classification modelling for credit scoring

(2011) Francisco Louzada et al.   EXPERT SYSTEMS WITH APPLICATIONS

Using data mining to improve assessment of credit worthiness via credit scoring models

(2011) Bee Wah Yap et al.   EXPERT SYSTEMS WITH APPLICATIONS

An experimental comparison of classification algorithms for imbalanced credit scoring data sets

(2011) Iain Brown et al.   EXPERT SYSTEMS WITH APPLICATIONS

ARTIFICIAL METAPLASTICITY NEURAL NETWORK APPLIED TO CREDIT SCORING

(2011) ALEXIS MARCANO-CEDEÑO et al.   International Journal of Neural Systems

A hybrid neural network approach for credit scoring

(2010) Chun-Ling Chuang et al.   EXPERT SYSTEMS

Vertical bagging decision trees model for credit scoring

(2010) Defu Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neural networks for credit risk evaluation: Investigation of different neural models and learning schemes

(2010) Adnan Khashman   EXPERT SYSTEMS WITH APPLICATIONS

A comparative assessment of ensemble learning for credit scoring

(2010) Gang Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

CREDIT SCORING MODELS WITH AUC MAXIMIZATION BASED ON WEIGHTED SVM

(2010) LIGANG ZHOU et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

Least squares support vector machines ensemble models for credit scoring

(2009) Ligang Zhou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Partial Logistic Artificial Neural Network for Competing Risks Regularized With Automatic Relevance Determination

(2009) P.J.G. Lisboa et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

GSA: A Gravitational Search Algorithm

(2009) Esmat Rashedi et al.   INFORMATION SCIENCES

Consumer credit scoring models with limited data

(2008) Maja Šušteršič et al.   EXPERT SYSTEMS WITH APPLICATIONS

An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring

(2008) Loris Nanni et al.   EXPERT SYSTEMS WITH APPLICATIONS

The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients

(2008) I-Cheng Yeh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neural nets versus conventional techniques in credit scoring in Egyptian banking

(2007) Hussein Abdou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Using neural network ensembles for bankruptcy prediction and credit scoring

(2007) C TSAI et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neural networks and statistical techniques: A review of applications

(2007) Mukta Paliwal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Constructing a reassigning credit scoring model

(2007) Chun-Ling Chuang et al.   EXPERT SYSTEMS WITH APPLICATIONS