Citation Impact
Citing Papers
A DPSIR-analysis of water uses and related water quality issues in the Colombian Alto and Medio Dagua Community Council
2018 Standout
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
2020 Standout
Differential expression analysis for sequence count data
2010 Standout
Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization
2020 Standout
Explainable AI: A Review of Machine Learning Interpretability Methods
2020 Standout
Remaining Financially Healthy and Competitive: The Role of Financial Predictors
2020 Standout
Comprehensive Review of Neural Network-Based Prediction Intervals and New Advances
2011 Standout
A review on genetic algorithm: past, present, and future
2020 Standout
Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques
2019 Standout
A New Ensemble Model based Support Vector Machine for Credit Assessing
2016
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
2013 Standout
Study of corporate credit risk prediction based on integrating boosting and random subspace
2011
RUSBoost: A Hybrid Approach to Alleviating Class Imbalance
2009 Standout
Knowledge and Competitive Advantage
2003 Standout
Good practice in retail credit scorecard assessment
2005
Dependence Structure between CDS and Equity Markets
2012
Mining software repositories for comprehensible software fault prediction models
2007
An empirical study of classification algorithm evaluation for financial risk prediction
2010
Benchmarking state-of-the-art classification algorithms for credit scoring
2003
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
Deep learned recurrent type-3 fuzzy system: Application for renewable energy modeling/prediction
2021 Standout
Measuring classifier performance: a coherent alternative to the area under the ROC curve
2009
Credit risk assessment model for Jordanian commercial banks: Neural scoring approach
2014
Hybrid intelligent modeling schemes for heart disease classification
2013
A comparison of neural network, evidential reasoning and multiple regression analysis in modelling bridge risks
2006
The Global Diffusion of Public Policies: Social Construction, Coercion, Competition, or Learning?
2007 Standout
Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research
2015
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction
2018
Local Versus Global Models for Classification Problems
2003
Propensity Score-Matching Methods for Nonexperimental Causal Studies
2002 Standout
Financial innovation: Credit default hybrid model for SME lending
2016
Multimodel Inference
2004 Standout
A data mining framework for detecting subscription fraud in telecommunication
2010
Building comprehensible customer churn prediction models with advanced rule induction techniques
2010
Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification
2016 Standout
Application of data mining techniques in customer relationship management: A literature review and classification
2008 Standout
Particle swarm optimization for parameter determination and feature selection of support vector machines
2007 Standout
Parental Resources and College Attendance: Evidence from Lottery Wins
2021
A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP
2011 Standout
Endogenous product versus process innovation and a firm’s propensity to export
2009
Two credit scoring models based on dual strategy ensemble trees
2011
MCDM APPROACH TO EVALUATING BANK LOAN DEFAULT MODELS
2014
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm
2021 Standout
An integrated data mining and behavioral scoring model for analyzing bank customers
2004
The Market that Antitrust Built: Public Policy, Private Coercion, and Railroad Acquisitions, 1825 TO 1922
2000
A random forest guided tour
2016 Standout
Credit scoring with a data mining approach based on support vector machines
2006
Recent advances and applications of machine learning in solid-state materials science
2019 Standout
A COMPARISON OF DATA MINING TECHNIQUES FOR CREDIT SCORING IN BANKING: A MANAGERIAL PERSPECTIVE
2009
Developing an SVM-based ensemble learning system for customer risk identification collaborating with customer relationship management
2010
A survey on ensemble learning
2019 Standout
On the Fintech Revolution: Interpreting the Forces of Innovation, Disruption, and Transformation in Financial Services
2018 Standout
Performance of classification models from a user perspective
2011
A Systematic Literature Review on Fault Prediction Performance in Software Engineering
2011 Standout
The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients
2008
A comparative assessment of ensemble learning for credit scoring
2010
Small Businesses and Exporting: A Literature Review
1988
A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine
2011
Does social capital matter in climate change adaptation? A lesson from agricultural sector in Yogyakarta, Indonesia
2019 Standout
The Market That Antitrust Built: Public Policy, Private Coercion, and Railroad Acquisitions, 1825 to 1922
2000
Bankruptcy forecasting: A hybrid approach using Fuzzy c-means clustering and Multivariate Adaptive Regression Splines (MARS)
2010
Bayesian neural network learning for repeat purchase modelling in direct marketing
2002
Italian households’ debt: the participation to the debt market and the size of the loan
2006
Neural network credit scoring models
2000
Marketing strategy determinants of export performance: a meta-analysis
2002 Standout
Vertical bagging decision trees model for credit scoring
2010
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Auto claim fraud detection using Bayesian learning neural networks
2005
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
2023 Standout
A reference model for customer-centric data mining with support vector machines
2008
Neural networks and statistical techniques: A review of applications
2007
Debt and distress: Evaluating the psychological cost of credit
2005
Innovation and Productivity in SMEs - Empirical Evidence for Italy
2009 Standout
Credit Risk Analysis Applying Logistic Regression, Neural Networks and Genetic Algorithms Models
2021
What are the categories of geopolitical risks that could drive oil prices higher? Acts or threats?
2019 Standout
An experimental comparison of classification algorithms for imbalanced credit scoring data sets
2011
Consumer credit risk: Individual probability estimates using machine learning
2013
Fuzzy multiple criteria decision-making techniques and applications – Two decades review from 1994 to 2014
2015 Standout
DPSIR=A Problem Structuring Method? An exploration from the “Imagine” approach
2012
Balancing accuracy, complexity and interpretability in consumer credit decision making: A C-TOPSIS classification approach
2013
Knowledge discovery from imbalanced and noisy data
2009
The financing of innovative SMEs: A multicriteria credit rating model
2015
Definitions, methods, and applications in interpretable machine learning
2019 Standout
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
Decision trees: a recent overview
2011 Standout
Marginal Effects of Merit Aid for Low-Income Students
2021 StandoutNobel
Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings
2008 Standout
Statistical merging of rating models
2010
What are Borders Made of? An Analysis of Barriers to European Banking Integration
2008 Standout
Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms—Support vector regression forecast combinations
2015
Consumer credit-risk models via machine-learning algorithms
2010
Classification cost: An empirical comparison among traditional classifier, Cost-Sensitive Classifier, and MetaCost
2011
A state-of the-art survey of TOPSIS applications
2012 Standout
A survey on concept drift adaptation
2014 Standout
Credit scoring and rejected instances reassigning through evolutionary computation techniques
2003
The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
2010 Standout
Using data mining to improve assessment of credit worthiness via credit scoring models
2011
Multiple criteria decision-making techniques and their applications – a review of the literature from 2000 to 2014
2015 Standout
An approach to budget allocation for an aerospace company—Fuzzy analytic hierarchy process and artificial neural network
2009
Counter propagation auto-associative neural network based data imputation
2015
A unifying view on dataset shift in classification
2011
Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach
2019 Standout
The Analysis of Credit Risks in Agricultural Supply Chain Finance Assessment Model Based on Genetic Algorithm and Backpropagation Neural Network
2021 Standout
Do we really know what makes us happy? A review of the economic literature on the factors associated with subjective well-being
2007 Standout
Data mining techniques and applications – A decade review from 2000 to 2011
2012 Standout
Works of Jonathan Crook being referenced
Loss given default models incorporating macroeconomic variables for credit cards
2011
Recalibrating scorecards
2001
The demand for household debt in the USA: evidence from the 1995 Survey of Consumer Finance
2001
Scoring by usage
2001
Reject inference, augmentation, and sample selection
2007
Credit Scoring and Its Applications
2002
Support vector machines for credit scoring and discovery of significant features
2008
Firm‐level determinants of export intensity
1988
Does reject inference really improve the performance of application scoring models?
2003
Recent developments in consumer credit risk assessment
2007
Sample selection bias in credit scoring models
2003
Support vector regression for loss given default modelling
2014
Short and long run movements in U.S. merger activity
1996
Credit Scoring and Its Applications
2017
Does reject inference really improve the performance of application scoring models?
2004
Credit constraints and US households
1996
Credit scoring with macroeconomic variables using survival analysis
2008
A comparison of neural networks and linear scoring models in the credit union environment
1996
Checking for asymmetric default dependence in a credit card portfolio: A copula approach
2011
Does scoring a subpopulation make a difference
1996