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A framework for data transformation in Credit Behavioral Scoring applications based on Model Driven Development
11 references·1 citing·48 second hop
A framework for data transformation in Credit Behavioral Scoring applications based on Model Driven Development (2016)A framework for data transformation in Cr…Behavior scoring model for coalition loyalty programs by using summary variables of transaction data (2012)Behavior scoring model for co…A window of opportunity: Assessing behavioural scoring (2012)A window of opportunity: Asse…Modelling credit risk of portfolio of consumer loans (2009)Modelling credit risk of port…The Power of Sampling and Stacking for the PaKDD-2007 Cross-Selling Problem (2008)The Power of Sampling and Sta…Effects of feature construction on classification performance: An empirical study in bank failure prediction (2008)Effects of feature constructi…Credit Risk Management: Basic Concepts: Financial Risk Components, Rating Analysis, Models, Economic and Regulatory Capital (2008)Credit Risk Management: Basic…Comparison procedure of predicting the time to default in behavioural scoring (2008)Comparison procedure of predi…Classifying the segmentation of customer value via RFM model and RS theory (2008)Classifying the segmentation …Application of data mining techniques in customer relationship management: A literature review and classification (2008)Application of data mining te…Hybrid mining approach in the design of credit scoring models (2005)Hybrid mining approach in the…Data preparation for data mining (1999)Data preparation for data min…An experimental comparison of classification techniques in debt recoveries scoring: Evidence from South Africa's unsecured lending market (2018)An experimental comparison of…A comparison of neural networks and linear scoring models in the credit union environment (1996)Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)An integrated data mining and behavioral scoring model for analyzing bank customers (2004)On the modelling of prognosis from delinquency to normal performance on retail consumer loans (2016)Do consumer internet behaviours provide incremental information to predict credit default risk? (2020)AI Applications for Financial Risk Management (2023)Early warning of bank failure (1977)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Financial ratio selection for business crisis prediction (2011)Novel feature selection methods to financial distress prediction (2013)Bank Regulation, the Quality of Institutions, and Banking Risk in Emerging and Developing Countries: An Empirical Analysis (2014)E-Business 2.0: Roadmap for Success (2000)Marketing management: analysis. planning. implementation and control (2000)Cluster analysis using data mining approach to develop CRM methodology to assess the customer loyalty (2009)Estimating customer lifetime value based on RFM analysis of customer purchase behavior: Case study (2011)Service innovation and customer satisfaction: the role of customer value creation (2017)Credit Scoring and Its Applications (2002)Handling class imbalance in customer churn prediction (2008)Gendered Justice Gaps in Bosnia–Herzegovina (2013)Multiple instance learning for credit risk assessment with transaction data (2018)A deep learning model for behavioural credit scoring in banks (2022)A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers (2000)Neural network credit scoring models (2000)Credit rating by hybrid machine learning techniques (2009)Combining cluster analysis with classifier ensembles to predict financial distress (2011)Application of new deep genetic cascade ensemble of SVM classifiers to predict the Australian credit scoring (2019)Loyalty programs and their impact on repeat-purchase loyalty patterns (1997)Customer lifetime value: Marketing models and applications (1998)Implications of Loyalty Program Membership and Service Experiences for Customer Retention and Value (2000)When Reward Convenience Meets a Mobile App: Increasing Customer Participation in a Coalition Loyalty Program (2018)Cooperative sales promotion with a point-sharing policy: Advantages and limitations (2019)Pricing Derivatives on Financial Securities Subject to Credit Risk (1995)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)In Search of Distress Risk (2008)Transition matrix models of consumer credit ratings (2011)A comparative analysis of the UK and Italian small businesses using Generalised Extreme Value models (2015)Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management (2004)Decision Support and Business Intelligence Systems (2006)Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation (2014)Big data and disaster management: a systematic review and agenda for future research (2017)A survey towards an integration of big data analytics to big insights for value-creation (2018)Exploratory Data Mining and Data Cleaning (2003)Data mining to improve personnel selection and enhance human capital: A case study in high-technology industry (2006)Similarity encoding for learning with dirty categorical variables (2018)A public good approach to credit ratings – From concept to reality (2012)The Effect of Credit Risk on the Banking Profitability: A Case on Bangladesh (2015)Impact of Credit Risk Management Systems on the Financial Performance of Commercial Banks in Uganda (2018)
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References

  • 1999Data preparation for data mining1,363 cited
  • 2008Application of data mining techniques in customer relationship management: A literature review and classification1,267 cited
  • 2008Classifying the segmentation of customer value via RFM model and RS theory426 cited
  • 2005Hybrid mining approach in the design of credit scoring models196 cited
  • 2008Effects of feature construction on classification performance: An empirical study in bank failure prediction146 cited
  • 2008Credit Risk Management: Basic Concepts: Financial Risk Components, Rating Analysis, Models, Economic and Regulatory Capital93 cited
  • 2009Modelling credit risk of portfolio of consumer loans61 cited
  • 2012A window of opportunity: Assessing behavioural scoring47 cited
  • 2008Comparison procedure of predicting the time to default in behavioural scoring40 cited
  • 2012Behavior scoring model for coalition loyalty programs by using summary variables of transaction data22 cited
  • 2008The Power of Sampling and Stacking for the PaKDD-2007 Cross-Selling Problem18 cited

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  • 2018An experimental comparison of classification techniques in debt recoveries scoring: Evidence from South Africa's unsecured lending market18 cited

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