Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection

Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory

(2020) Feng Shen et al.   DECISION SUPPORT SYSTEMS

A multi-objective approach for profit-driven feature selection in credit scoring

(2019) Nikita Kozodoi et al.   DECISION SUPPORT SYSTEMS

Corporate payments networks and credit risk rating

(2019) Elisa Letizia et al.   EPJ Data Science

Profit-based credit scoring based on robust optimization and feature selection

(2019) Julio López et al.   INFORMATION SCIENCES

Differential evolution for filter feature selection based on information theory and feature ranking

(2018) Emrah Hancer et al.   KNOWLEDGE-BASED SYSTEMS

On Two-Stage Feature Selection Methods for Text Classification

(2018) Alper Kursat Uysal   IEEE Access

Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction

(2018) Vicente García et al.   Information Fusion

Multi-objective evolutionary feature selection for online sales forecasting

(2017) F. Jiménez et al.   NEUROCOMPUTING

Spatial dependence in credit risk and its improvement in credit scoring

(2016) Guilherme Barreto Fernandes et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study

(2016) Deron Liang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research

(2015) Stefan Lessmann et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

The financing of innovative SMEs: A multicriteria credit rating model

(2015) Silvia Angilella et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

The Supply Chain Effects of Bankruptcy

(2015) S. Alex Yang et al.   MANAGEMENT SCIENCE

Evaluation of clustering algorithms for financial risk analysis using MCDM methods

(2014) Gang Kou et al.   INFORMATION SCIENCES

Classifying credit ratings for Asian banks using integrating feature selection and the CPDA-based rough sets approach

(2011) You-Shyang Chen   KNOWLEDGE-BASED SYSTEMS

Credit risk measurement and early warning of SMEs: An empirical study of listed SMEs in China

(2010) Xiaohong Chen et al.   DECISION SUPPORT SYSTEMS

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Two-Stage Feature Selection Method for Gene Expression Data

(2009) Li-Yeh Chuang et al.   OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY

Bankruptcy forecasting: An empirical comparison of AdaBoost and neural networks

(2008) Esteban Alfaro et al.   DECISION SUPPORT SYSTEMS

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT