Three local search-based methods for feature selection in credit scoring

Dalila Boughaci; Abdullah Ash-shuayree Alkhawaldeh

doi:10.1007/s40595-018-0107-y

Three local search-based methods for feature selection in credit scoring

Vietnam Journal of Computer Science ◽

10.1007/s40595-018-0107-y ◽

2018 ◽

Vol 5 (2) ◽

pp. 107-121 ◽

Cited By ~ 6

Author(s):

Dalila Boughaci ◽

Abdullah Ash-shuayree Alkhawaldeh

Keyword(s):

Feature Selection ◽

Local Search ◽

Credit Scoring

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Stochastic Local Search Based Feature Selection Combined with K-means for Clients’ Segmentation in Credit Scoring

Communications in Computer and Information Science - Advances in Data Science, Cyber Security and IT Applications ◽

10.1007/978-3-030-36365-9_10 ◽

2019 ◽

pp. 119-131

Author(s):

Dalila Boughaci ◽

Abdullah A. K. Alkhawaldeh

Keyword(s):

Feature Selection ◽

Local Search ◽

Credit Scoring ◽

Stochastic Local Search

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A Novel Hybrid Genetic Local Search Algorithm for Feature Selection and Weighting with an Application in Strategic Decision Making in Innovation Management

SSRN Electronic Journal ◽

10.2139/ssrn.3518294 ◽

2017 ◽

Author(s):

Duygu Yilmaz Eroglu ◽

Kemal Kilic

Keyword(s):

Decision Making ◽

Feature Selection ◽

Local Search ◽

Search Algorithm ◽

Innovation Management ◽

Strategic Decision ◽

Strategic Decision Making ◽

Local Search Algorithm ◽

Genetic Local Search

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Two‐Stage Credit Scoring Model Based on Evolutionary Feature Selection and Ensemble Neural Networks

Machine Learning Algorithms and Applications ◽

10.1002/9781119769262.ch6 ◽

2021 ◽

pp. 99-115

Author(s):

Diwakar Tripathi ◽

Damodar Reddy Edla ◽

Annushree Bablani ◽

Venkatanareshbabu Kuppili

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Credit Scoring ◽

Two Stage ◽

Scoring Model ◽

Model Based ◽

Ensemble Neural Networks ◽

Credit Scoring Model

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A THREE-STAGE FEATURE SELECTION USING QUADRATIC PROGRAMMING FOR CREDIT SCORING

Applied Artificial Intelligence ◽

10.1080/08839514.2013.823327 ◽

2013 ◽

Vol 27 (8) ◽

pp. 721-742 ◽

Cited By ~ 8

Author(s):

Bouaguel Waad ◽

Bel Mufti Ghazi ◽

Limam Mohamed

Keyword(s):

Feature Selection ◽

Quadratic Programming ◽

Credit Scoring

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Hybridized artificial neural network classifiers with a novel feature selection procedure based genetic algorithms and information complexity in credit scoring

Applied Stochastic Models in Business and Industry ◽

10.1002/asmb.2614 ◽

2021 ◽

Author(s):

Damla Ilter ◽

Eylem Deniz ◽

Ozan Kocadagli

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Genetic Algorithms ◽

Feature Selection ◽

Credit Scoring ◽

Selection Procedure ◽

Information Complexity ◽

Artificial Neural ◽

Neural Network Classifiers

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Combining Feature Selection and Data Classification Using Ensemble Approaches: Application to Cancer Diagnosis and Credit Scoring

Case Studies in Intelligent Computing ◽

10.1201/b17333-25 ◽

2014 ◽

pp. 517-534 ◽

Cited By ~ 3

Author(s):

Afef Brahim ◽

Waad Bouaguel ◽

Mohamed Limam

Keyword(s):

Feature Selection ◽

Cancer Diagnosis ◽

Credit Scoring ◽

Data Classification

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A New Feature Selection Technique Applied to Credit Scoring Data Using a Rank Aggregation Approach Based on Optimization, Genetic Algorithm, and Similarity

Knowledge Discovery Process and Methods to Enhance Organizational Performance ◽

10.1201/b18231-21 ◽

2015 ◽

pp. 366-395

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Credit Scoring ◽

Rank Aggregation ◽

Feature Selection Technique ◽

Selection Technique ◽

New Feature

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A hybridization of clonal selection algorithm with iterated local search and variable neighborhood search for the feature selection problem

Memetic Computing ◽

10.1007/s12293-015-0161-2 ◽

2015 ◽

Vol 7 (3) ◽

pp. 181-201 ◽

Cited By ~ 9

Author(s):

Magdalene Marinaki ◽

Yannis Marinakis

Keyword(s):

Feature Selection ◽

Local Search ◽

Variable Neighborhood Search ◽

Clonal Selection ◽

Iterated Local Search ◽

Selection Problem ◽

Neighborhood Search ◽

Clonal Selection Algorithm ◽

Selection Algorithm ◽

Feature Selection Problem

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Combining Feature Selection and Data Classification Using Ensemble Approaches: Application to Cancer Diagnosis and Credit Scoring

Case Studies in Intelligent Computing ◽

10.1201/b17333-28 ◽

2014 ◽

pp. 544-561

Keyword(s):

Feature Selection ◽

Cancer Diagnosis ◽

Credit Scoring ◽

Data Classification

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Improved Local Search Based Grey Wolf Optimization for Feature Selection

Lecture Notes on Multidisciplinary Industrial Engineering - Proceedings of the International Conference on Industrial and Manufacturing Systems (CIMS-2020) ◽

10.1007/978-3-030-73495-4_26 ◽

2021 ◽

pp. 371-387

Author(s):

Rahul Hans ◽

Harjot Kaur

Keyword(s):

Feature Selection ◽

Local Search ◽

Grey Wolf ◽

Grey Wolf Optimization

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