Search results for "Credit scoring"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Ligang Zhou, Kin Keung Lai, Lean Yu	Credit scoring using support vector machines with direct search for parameters selection.	Soft Comput.	2009	DBLP DOI BibTeX RDF	Genetic algorithm, Support vector machines, Direct search, Credit scoring
3	Yihan Yang, Guangli Nie, Lingling Zhang	Retail Exposures Credit Scoring Models for Chinese Commercial Banks.	ICCS	2009	DBLP DOI BibTeX RDF	Consumer Credit, Logistic Regression, Credit Scoring
3	XiYue Zhou, DeFu Zhang, Yi Jiang	A New Credit Scoring Method Based on Rough Sets and Decision Tree.	PAKDD	2008	DBLP DOI BibTeX RDF	Data Mining, Rough Sets, Decision Tree, Attribute Reduction, Credit Scoring
3	Konstantinos Falangis	The use of MSD model in credit scoring.	Operational Research	2007	DBLP DOI BibTeX RDF	classification, mathematical programming, Credit scoring
3	Ming-hui Jiang, Xu-chuan Yuan	Construction and Application of PSO-SVM Model for Personal Credit Scoring.	International Conference on Computational Science	2007	DBLP DOI BibTeX RDF	personal credit scoring, support vector machine, particle swarm optimization
3	Kin Keung Lai, Ligang Zhou, Lean Yu	A Two-Phase Model Based on SVM and Conjoint Analysis for Credit Scoring.	International Conference on Computational Science	2007	DBLP DOI BibTeX RDF	support vector machines, conjoint analysis, credit scoring
2	Jing He, Yanchun Zhang, Yong Shi, Guangyan Huang	Domain-Driven Classification Based on Multiple Criteria and Multiple Constraint-Level Programming for Intelligent Credit Scoring.	IEEE Trans. Knowl. Data Eng.	2010	DBLP DOI BibTeX RDF	domain-driven classification, multiple criteria and multiple constraint-level programming, satisfying solution, mathematical programming, Credit scoring, fuzzy programming
2	Nan-Chen Hsieh, Lun-Ping Hung, Chia-Ling Ho	A Data Driven Ensemble Classifier for Credit Scoring Analysis.	PAKDD	2009	DBLP DOI BibTeX RDF	class-wise classification, credit scoring system, Clustering, neural network, Bayesian network, ensemble classifier
2	Ping Yao	Credit Scoring Using Ensemble Machine Learning.	HIS	2009	DBLP DOI BibTeX RDF	ensemble machine learning, adaboost, bagging, CART, credit scoring
2	Ping Yao	Comparative Study on Class Imbalance Learning for Credit Scoring.	HIS	2009	DBLP DOI BibTeX RDF	weighted C4.5, weighted SVM, weight Rough Set, SVM, Rough Set, C4.5, credit scoring, class imbalance learning
2	Ping Yao	Fuzzy Rough Set and Information Entropy Based Feature Selection for Credit Scoring.	FSKD	2009	DBLP DOI BibTeX RDF	feature selection, information entropy, fuzzy rough set, credit scoring
2	David Martens, Johan Huysmans, Rudy Setiono, Jan Vanthienen, Bart Baesens	Rule Extraction from Support Vector Machines: An Overview of Issues and Application in Credit Scoring.	Rule Extraction from Support Vector Machines	2008	DBLP DOI BibTeX RDF
2	Sabyasachi Patra, Kripa Shanker, Debasis Kundu	Sparse Maximum Margin Logistic Regression for Credit Scoring.	ICDM	2008	DBLP DOI BibTeX RDF
2	Bohan Liu, Bo Yuan, Wenhuang Liu	Classification and Dimension Reduction in Bank Credit Scoring System.	ISNN	2008	DBLP DOI BibTeX RDF	Clustering, SVM, LDA, Dimension Reduction
2	Armando Vieira, João Duarte, Bernardete Ribeiro, João Carvalho das Neves	Improving Personal Credit Scoring with HLVQ-C.	ICONIP	2008	DBLP DOI BibTeX RDF
2	Xin Xue, Guoping He	An Improved SVM Based on 1-Norm for Selection of Personal Credit Scoring Index System.	ISNN	2007	DBLP DOI BibTeX RDF
2	Kevin Leung, France Cheong, Christopher Cheong	Consumer credit scoring using an artificial immune system algorithm.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
2	Klaus B. Schebesch, Ralf Stecking	Using Multiple SVM Models for Unbalanced Credit Scoring Data Sets.	GfKl	2007	DBLP DOI BibTeX RDF
2	Kin Keung Lai, Lean Yu, Shouyang Wang, Ligang Zhou	Neural Network Metalearning for Credit Scoring.	ICIC	2006	DBLP DOI BibTeX RDF
2	Liang Gao, Chi Zhou, Hai-Bing Gao, Yong-Ren Shi	Credit Scoring Model Based on Neural Network with Particle Swarm Optimization.	ICNC	2006	DBLP DOI BibTeX RDF
2	Ralf Stecking, Klaus B. Schebesch	Combining Support Vector Machines for Credit Scoring.	OR	2006	DBLP DOI BibTeX RDF
2	Jianping Li, Weixuan Xu, Yong Shi	Credit Scoring via PCALWM.	International Conference on Computational Science	2005	DBLP DOI BibTeX RDF
2	Ralf Stecking, Klaus B. Schebesch	Variable Subset Selection for Credit Scoring with Support Vector Machines.	OR	2005	DBLP DOI BibTeX RDF
2	Ralf Stecking, Klaus B. Schebesch	Comparing and Selecting SVM-Kernels for Credit Scoring.	GfKl	2005	DBLP DOI BibTeX RDF
2	Xiu Li, Weiyun Ying, Jianyong Tuo, Bing Li, Wenhuang Liu	Applications of classification trees to consumer credit scoring methods in commercial banks.	SMC	2004	DBLP DOI BibTeX RDF
2	Lin Jie-xin, Luo Wei-qi, Pang Su-lin	The application of listed companies credit scoring model based on Bayes discriminant rule.	ICARCV	2004	DBLP DOI BibTeX RDF
2	Alexandra Schwarz, Gerhard Arminger	Credit Scoring Using Global and Local Statistical Models.	GfKl	2004	DBLP DOI BibTeX RDF
2	Ralf Stecking, Klaus B. Schebesch	Informative Patterns for Credit Scoring: Support Vector Machines Preselect Data Subsets for Linear Discriminant Analysis.	GfKl	2004	DBLP DOI BibTeX RDF
2	Zheng Yang, Yue Wang, Yu Bai, Xin Zhang	Measuring Scorecard Performance.	International Conference on Computational Science	2004	DBLP DOI BibTeX RDF	credit-scoring systems, measuring scorecard, holdout, KS score, classification, mahalanobis distance
2	Georgios Sarantopoulos	Data mining in retail credit.	Operational Research	2003	DBLP DOI BibTeX RDF	decision tree logistic regression and bad debt, credit scoring
2	Bart Baesens, Michael Egmont-Petersen, Robert Castelo, Jan Vanthienen	Learning Bayesian Network Classifiers for Credit Scoring Using Markov Chain Monte Carlo Search.	ICPR	2002	DBLP DOI BibTeX RDF
1	Andrea Capotorti, Eva Barbanera	Credit scoring analysis using a fuzzy probabilistic rough set model.	Computational Statistics & Data Analysis	2012	DBLP DOI BibTeX RDF
1	Shiow-Yun Chang, Tsung-Yuan Yeh	An artificial immune classifier for credit scoring analysis.	Appl. Soft Comput.	2012	DBLP DOI BibTeX RDF
1	A. I. Marqués, Vicente García, Javier Salvador Sánchez	Exploring the behaviour of base classifiers in credit scoring ensembles.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Akhil Bandhu Hens, Manoj Kumar Tiwari	Computational time reduction for credit scoring: An integrated approach based on support vector machine and stratified sampling method.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Sanja Vukovic, Boris Delibasic, Ana Uzelac, Milija Suknovic	A case-based reasoning model that uses preference theory functions for credit scoring.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Jue Wang, Abdel-Rahman Hedar, Shouyang Wang, Jian Ma	Rough set and scatter search metaheuristic based feature selection for credit scoring.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Iain Brown, Christophe Mues	An experimental comparison of classification algorithms for imbalanced credit scoring data sets.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	So Young Sohn, Ji Won Kim	Decision tree-based technology credit scoring for start-up firms: Korean case.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Katarzyna Bijak, Lyn C. Thomas	Does segmentation always improve model performance in credit scoring?	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Francisco Louzada, Paulo H. Ferreira-Silva, Carlos A. R. Diniz	On the impact of disproportional samples in credit scoring models: An application to a Brazilian bank data.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Bo-Wen Chi, Chiun-Chieh Hsu	A hybrid approach to integrate genetic algorithm into dual scoring model in enhancing the performance of credit scoring model.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Edward N. C. Tong, Christophe Mues, Lyn C. Thomas	Mixture cure models in credit scoring: If and when borrowers default.	European Journal of Operational Research	2012	DBLP DOI BibTeX RDF
1	Gang Wang, Jian Ma, Lihua Huang, Kaiquan Xu	Two credit scoring models based on dual strategy ensemble trees.	Knowl.-Based Syst.	2012	DBLP DOI BibTeX RDF
1	Maciej Zieba, Jerzy Swiatek	Ensemble Classifier for Solving Credit Scoring Problems.	DoCEIS	2012	DBLP DOI BibTeX RDF
1	Alexis Marcano-Cedeño, Amparo Marin de la Barcena, J. Jimenez-Trillo, J. A. Piñuela, Diego Andina	Artificial Metaplasticity Neural Network Applied to Credit Scoring.	Int. J. Neural Syst.	2011	DBLP DOI BibTeX RDF
1	Gang Wang, Jinxing Hao, Jian Ma, Hongbing Jiang	A comparative assessment of ensemble learning for credit scoring.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Ping Yao, Yongheng Lu	Neighborhood rough set and SVM based hybrid credit scoring classifier.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Bee Wah Yap, Seng Huat Ong, Nor Huselina Mohamed Husain	Using data mining to improve assessment of credit worthiness via credit scoring models.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Francisco Louzada, Osvaldo Anacleto-Junior, Cecilia Candolo, Josimara Mazucheli	Poly-bagging predictors for classification modelling for credit scoring.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Fábio Silva, Cesar Analide	Information asset analysis: credit scoring and credit suggestion.	IJEB	2011	DBLP DOI BibTeX RDF
1	Hussein A. Abdou, John Pointon	Credit Scoring, Statistical Techniques and Evaluation Criteria: A Review of the Literature.	Int. Syst. in Accounting, Finance and Management	2011	DBLP DOI BibTeX RDF
1	T. H. Moon, S. Y. Sohn	Survival analysis for technology credit scoring adjusting total perception.	JORS	2011	DBLP DOI BibTeX RDF
1	Chun-Ling Chuang, Szu-Teng Huang	A hybrid neural network approach for credit scoring.	Expert Systems	2011	DBLP DOI BibTeX RDF
1	Mohammad Siami, Mohammad R. Gholamian, Javad Basiri, Mohammad Fathian	An Application of Locally Linear Model Tree Algorithm for Predictive Accuracy of Credit Scoring.	MEDI	2011	DBLP DOI BibTeX RDF
1	Alejandro Correa Bahnsen, Andres M. Gonzalez	Evolutionary Algorithms for Selecting the Architecture of a MLP Neural Network: A Credit Scoring Case.	ICDM Workshops	2011	DBLP DOI BibTeX RDF
1	Haizhou Wei, Jianwu Li	Credit Scoring Based on Eigencredits and SVDD.	ICAIC	2011	DBLP DOI BibTeX RDF
1	Hui Xiang, Sheng Gang Yang	Credit scoring model based on selective neural network ensemble.	ICNC	2011	DBLP DOI BibTeX RDF
1	Wei Li, Jibiao Liao	An Empirical Study on Credit Scoring Model for Credit Card by Using Data Mining Technology.	CIS	2011	DBLP DOI BibTeX RDF
1	Ling Yun, Qiu-yan Cao, Hua Zhang	Application of the PSO-SVM Model for Credit Scoring.	CIS	2011	DBLP DOI BibTeX RDF
1	Bouaguel Waad, Beninel Farid, Ghazi Bel Mufti	Logistic sub-models for small size populations in credit scoring.	CIDM	2011	DBLP DOI BibTeX RDF
1	Nnamdi I. Nwulu, Shola Oroja, Mustafa Ilkan	Credit Scoring Using Soft Computing Schemes: A Comparison between Support Vector Machines and Artificial Neural Networks.	DEIS	2011	DBLP DOI BibTeX RDF
1	Fábio Silva, Cesar Analide, Paulo Novais	Credit Scoring Data for Information Asset Analysis.	SOCO	2011	DBLP DOI BibTeX RDF
1	Chia-Ching Lin, Chin-Chih Chang, Feng-Chia Li, Tzu-Chin Chao	Features selection approaches combined with effective classifiers in credit scoring.	IEEM	2011	DBLP DOI BibTeX RDF
1	Fei-Long Chen, Feng-Chia Li	Comparison of the Hybrid Credit Scoring Models Based on Various Classifiers.	IJIIT	2010	DBLP BibTeX RDF
1	Defu Zhang, Xiyue Zhou, Stephen C. H. Leung, Jiemin Zheng	Vertical bagging decision trees model for credit scoring.	Expert Syst. Appl.	2010	DBLP DOI BibTeX RDF
1	Fei-Long Chen, Feng-Chia Li	Combination of feature selection approaches with SVM in credit scoring.	Expert Syst. Appl.	2010	DBLP DOI BibTeX RDF
1	Nan-Chen Hsieh, Lun-Ping Hung	A data driven ensemble classifier for credit scoring analysis.	Expert Syst. Appl.	2010	DBLP DOI BibTeX RDF
1	Ligang Zhou, Kin Keung Lai, Lean Yu	Least squares support vector machines ensemble models for credit scoring.	Expert Syst. Appl.	2010	DBLP DOI BibTeX RDF
1	Steven Finlay	Credit scoring for profitability objectives.	European Journal of Operational Research	2010	DBLP DOI BibTeX RDF
1	Giuseppe Paleologo, André Elisseeff, Gianluca Antonini	Subagging for credit scoring models.	European Journal of Operational Research	2010	DBLP DOI BibTeX RDF
1	Jue Wang, Kun Guo, Shouyang Wang	Rough set and Tabu search based feature selection for credit scoring.	Procedia CS	2010	DBLP DOI BibTeX RDF
1	Adel Lahsasna, Raja Noor Ainon, Teh Ying Wah	Credit Scoring Models Using Soft Computing Methods: A Survey.	Int. Arab J. Inf. Technol.	2010	DBLP BibTeX RDF
1	Tae Hee Moon, So Young Sohn	Technology credit scoring model considering both SME characteristics and economic conditions: The Korean case.	JORS	2010	DBLP DOI BibTeX RDF
1	Ehsan Kamalloo, Mohammad Saniee Abadeh	An artificial immune system for extracting fuzzy rules in credit scoring.	IEEE Congress on Evolutionary Computation	2010	DBLP DOI BibTeX RDF
1	Bo Tian, Lin Nan, Qin Zheng, Lei Yang	Customer Credit Scoring Method Based on the SVDD Classification Model with Imbalanced Dataset.	CETS	2010	DBLP DOI BibTeX RDF
1	Sebastián Maldonado, Gonzalo Paredes	A Semi-supervised Approach for Reject Inference in Credit Scoring Using SVMs.	ICDM	2010	DBLP DOI BibTeX RDF
1	Yihao Zhang, Mehmet A. Orgun, Rohan A. Baxter, Weiqiang Lin	An Application of Element Oriented Analysis Based Credit Scoring.	ICDM	2010	DBLP DOI BibTeX RDF
1	Tony Bellotti, Jonathan Crook	Support vector machines for credit scoring and discovery of significant features.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Loris Nanni, Alessandra Lumini	An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Arie Ben-David, Eibe Frank	Accuracy of machine learning models versus "hand crafted" expert systems - A credit scoring case study.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Steven Finlay	Are we modelling the right thing? The impact of incorrect problem specification in credit scoring.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Hussein A. Abdou	Genetic programming for credit scoring: The case of Egyptian public sector banks.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Xiujuan Xu, Chunguang Zhou, Zhe Wang	Credit scoring algorithm based on link analysis ranking with support vector machine.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Chun-Ling Chuang, Rong-Ho Lin	Constructing a reassigning credit scoring model.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Maja Sustersic, Dusan Mramor, Jure Zupan	Consumer credit scoring models with limited data.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Shu-Ting Luo, Bor-Wen Cheng, Chun-Hung Hsieh	Prediction model building with clustering-launched classification and support vector machines in credit scoring.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Lean Yu, Shouyang Wang, Kin Keung Lai	An intelligent-agent-based fuzzy group decision making model for financial multicriteria decision support: The case of credit scoring.	European Journal of Operational Research	2009	DBLP DOI BibTeX RDF
1	Ligang Zhou, Kin Keung Lai, Jerome Yen	Credit Scoring Models with AUC Maximization Based on Weighted SVM.	International Journal of Information Technology and Decision Making	2009	DBLP DOI BibTeX RDF
1	Tony Bellotti, Jonathan Crook	Credit scoring with macroeconomic variables using survival analysis.	JORS	2009	DBLP DOI BibTeX RDF
1	Leilei Zhang, Xiaofeng Hui	Application of Support Vector Machines Method in Credit Scoring.	ISNN	2009	DBLP DOI BibTeX RDF
1	Ligang Zhou, Kin Keung Lai	Adaboosting Neural Networks for Credit Scoring.	ISNN	2009	DBLP DOI BibTeX RDF
1	Antariksha Bhaduri	Credit Scoring using Artificial Immune System Algorithms: A Comparative Study.	NaBIC	2009	DBLP DOI BibTeX RDF
1	Feng-Chia Li, Peng-Kai Wang, Ying-Chieh Liu	Credit Scoring Based on Hybrid Data Mining Classification.	AMCIS	2009	DBLP BibTeX RDF
1	Feng-Chia Li	The Hybrid Credit Scoring Strategies Based on KNN Classifier.	FSKD	2009	DBLP DOI BibTeX RDF
1	Gang Dong, Kin Keung Lai, Ligang Zhou	Simulated Annealing Based Rule Extraction Algorithm for Credit Scoring Problem.	CSO	2009	DBLP DOI BibTeX RDF
1	Ligang Zhou, Kin Keung Lai	Weighted LS-SVM Credit Scoring Models with AUC Maximization by Direct Search.	CSO	2009	DBLP DOI BibTeX RDF
1	Yi Jiang	Credit Scoring Model Based on the Decision Tree and the Simulated Annealing Algorithm.	CSIE	2009	DBLP DOI BibTeX RDF
1	Farid Beninel, Christophe Biernacki	Updating a Logistic Discrimination Rule - Comparing Some Logistic Submodels in Credit-scoring.	ICAART	2009	DBLP BibTeX RDF
1	Ligang Zhou, Kin Keung Lai, Jerome Yen	A New Approach with Convex Hull to Measure Classification Complexity of Credit Scoring Database.	BIFE	2009	DBLP DOI BibTeX RDF