Quantitative Financial Risk Management Centre: Consumer Credit Bibliography's Top Recommendations

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	Statistical Classification Methods in Consumer Credit Scoring: A Review [My Copy] by D. J. Hand, W. E. Henley posted by 4 people yaroslavvb Borelli robincha zlex
	Detecting fraud in the real world [My Copy] (2000) by M. Cahill, D. Lambert, J. Pinheiro, D. Sun posted by 2 people robincha Repton
	Multiple algorithms for fraud detection [My Copy] Knowledge Based Systems, Vol. 13, No. 2-3. (2000), pp. 93-99. by R. Wheeler, S. Aitken posted by 1 person robincha
	The Impact of Fraud on New Methods of Retail Payment [My Copy] (1998) by R. William posted by 1 person robincha
	Fraud Detection Concepts: Final Report [My Copy] by Nature Of posted by 1 person robincha
	Discrimination of Overlapping Data and Credit Card Fraud Detection [My Copy] by Jose R. Dorronsoro, Carlos S. Cruz posted by 1 person robincha
	Benchmarking attribute selection techniques for data mining [My Copy] (2000) by M. Hall, G. Holmes posted by 1 person robincha
	The Generalization Paradox of Ensembles [My Copy] pp. 853-864. by Elder posted by 1 person robincha
	Bundling Heterogeneous Classifiers with Advisor Perceptrons [My Copy] by Sauchi S. Lee, John F. Elder posted by 1 person robincha
	Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy [My Copy] Machine Learning, Vol. 51, No. 2. (1 May 2003), pp. 181-207. by Ludmila I. Kuncheva, Christopher J. Whitaker posted by 2 people mlkd robincha
	Is Combining Classifiers with Stacking Better than Selecting the Best One? [My Copy] Machine Learning, Vol. 54, No. 3. (1 March 2004), pp. 255-273. by Saso Džeroski, Bernard Ženko posted by 1 person robincha
	Kernel logistic regression and the import vector machine [My Copy] (2001) by J. Zhu, T. Hastie posted by 2 people robincha ecome
	Latent Semantic Kernels [My Copy] In Proceedings of ICML-01, 18th International Conference on Machine Learning (2001), pp. 66-73. by Nello Cristianini, John S. Taylor, Huma Lodhi edited by Carla Brodley, Andrea Danyluk posted by 1 person robincha
	Combined 5 x 2 cv F Test for Comparing Supervised Classification Learning Algorithms [My Copy] Neural Computation, Vol. 11, No. 8. (1999), pp. 1885-1892. by Ethem Alpaydin posted by 1 person robincha
	A tutorial on support vector regression [My Copy] (1998) by A. J. Smola, B. Schoelkopf posted by 3 people cjones robincha daniel51
	Supervised and Unsupervised Discretization of Continuous Features [My Copy] In International Conference on Machine Learning (1995), pp. 194-202. by James Dougherty, Ron Kohavi, Mehran Sahami posted by 7 people robincha rogerblake santi515 mistahjellyfish navil ARTFL srp33
	Stacked Generalization [My Copy] No. LA-UR-90-3460. (1990) by D. H. Wolpert posted by 2 people sdvillal robincha
	Greedy Function Approximation: a Gradient Boosting Machine [My Copy] (1999) by J. Friedman posted by 2 people robincha bpiwowar
	Credit Card Fraud Detection Using Bayesian and Neural Networks [My Copy] by Sam Maes, Karl Tuyls, Bram Vanschoenwinkel, Bernard Manderick posted by 2 people Repton robincha
	A Neural Classifier with Fraud Density Map for Effective Credit Card Fraud Detection [My Copy] In IDEAL '02: Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning (2002), pp. 378-383. by Min-Jung Kim, Taek-Soo Kim posted by 2 people Repton robincha
	An Evaluation of High-end Data Mining Tools for Fraud Detection [My Copy] In IEEE International Conference on Systems, Man, and Cybernetics (1998) by Dean W. Abbott, Philip I. Matkovsky, John F. Elder posted by 2 people Repton robincha
	Multiple algorithms for fraud detection [My Copy] Knowledge Based Systems, Vol. 13, No. 2-3. (2000), pp. 93-99. by R. Wheeler, S. Aitken posted by 2 people Repton robincha
	A case study of applying boosting naive Bayes to claim fraud diagnosis [My Copy] Knowledge and Data Engineering, IEEE Transactions on, Vol. 16, No. 5. (2004), pp. 612-620. by S. Viaene, R. A. Derrig, G. Dedene posted by 2 people Repton robincha
	Statistical fraud detection: A review [My Copy] by R. Bolton, D. Hand posted by 6 people education01 mmcgloho Repton robincha mnorlain blueskies
	Large-Scale Sparse Singular Value Computations [My Copy] The International Journal of Supercomputer Applications, Vol. 6, No. 1. (Spring 1992), pp. 13-49. by M. W. Berry posted by 3 people caporaso robincha biomedical-nlp
	Neural network ensembles [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 12, No. 10. (1990), pp. 993-1001. by L. K. Hansen, P. Salamon posted by 3 people neteler drivard robincha
	Reducing the Dimensionality of Data with Neural Networks [My Copy] Science, Vol. 313, No. 5786. (28 July 2006), pp. 504-507. by G. E. Hinton, R. R. Salakhutdinov posted by 36 people mthomure pascanur jdoconnell __andy__ euclid austincarp babakap dakelley zheaton brian pdlug ana barry garyfeng mrkrause yama_tah neilh sdvillal dwf jwdietrich rgb mp4man josepe marcusfrean robincha structural_bioinformatics ReadingLab MathBio Bioinformatics Cybernetics pileWorks S-Lab Biomedical_Cybernetics AQUA-FONTIS-Study ygarb ancechu
	Bayesian networks applied to credit scoring [My Copy] IMA J Management Math, Vol. 11, No. 1. (1 January 2000), pp. 1-18. by K. C. Chang, Robert Fung, Alan Lucas, Robert Oliver, Nina Shikaloff posted by 1 person robincha
	Evolving Bayesian classifiers for credit control--a comparison with other machine-learning methods [My Copy] IMA J Management Math, Vol. 5, No. 1. (1 January 1993), pp. 63-75. by Terence C. Fogarty, Neil S. Ireson posted by 1 person robincha
	Credit risk modeling with affine processes [My Copy] Journal of Banking & Finance In Thirty Years of Continuous-Time Finance, Vol. 29, No. 11. (November 2005), pp. 2751-2802. by Darrell Duffie posted by 2 people robincha snax
	Approximate Statistical Test For Comparing Supervised Classification Learning Algorithms [My Copy] Neural Computation, Vol. 10, No. 7. (1998), pp. 1895-1923. by Thomas G. Dietterich posted by 3 people slacoste robincha sugarexpletive
	Singular value decomposition - a primer [My Copy] by S. Leach posted by 7 people mthomure pdlug yas pool007 robincha T_lab ulmer
	Generalized Low Rank Approximations of Matrices [My Copy] Machine Learning, Vol. 61, No. 1-3. (November 2005), pp. 167-191. by Jieping Ye posted by 4 people mukundn yinghua77 robincha kohei-h
	A Tutorial on Support Vector Machines for Pattern Recognition [My Copy] Data Mining and Knowledge Discovery, Vol. 2, No. 2. (1998), pp. 121-167. by Christopher J. C. Burges posted by 22 people NicholasErho pjcite michaelfairley pdlug dcastro mthomure ashgarg katja bundschu atbrew mamadoudiao sajan robincha ajoorabchi girschick markusd pprett social_navigation ilps ahat generif_paper eddymier
	Fast online SVD revisions for lightweight recommender systems [My Copy] (2003) by M. Brand posted by 5 people zhaomin davidr sugarexpletive robincha stewi2
	Credit Scoring [My Copy] Journal of the Operational Research Society, Vol. 56, No. 9. (September 2005), pp. 1003-1005. by J. N. Crook, D. E. Edelman, L. C. Thomas posted by 1 person robincha
	Credit scoring, augmentation and lean models [My Copy] Journal of the Operational Research Society, Vol. 56, No. 9. (September 2005), pp. 1072-1081. by J. Banasik, J. Crook posted by 1 person robincha
	Data mining feature selection for credit scoring models [My Copy] Journal of the Operational Research Society, Vol. 56, No. 9. (September 2005), pp. 1099-1108. by Y. Liu, M. Schumann posted by 2 people pretty_bird83 robincha
	Statistical Modeling: The Two Cultures [My Copy] Statistical Science, Vol. 16, No. 3. (2001), pp. 199-215. by Leo Breiman posted by 11 people silberbauer klmoravec MichaelBishop arsyed EnlightenedDuck mdreid vqv robincha bsilverthorn ulmer kallberg
	Bagging Predictors [My Copy] Machine Learning, Vol. 24, No. 2. (1996), pp. 123-140. by Leo Breiman posted by 23 people brothers mlkd gyuli kevynct neteler kaarsinogen ChaTo lfriedl mukundn mthomure sdvillal KaraNagai lbatista Repton robincha girschick kdl LIVIA thangvu wlyu2001 eegilbert askom floares
	Risk Management and Insurance-Related Journals: A Survey of Risk and Insurance Academics [My Copy] Risk Management & Insurance Review, Vol. 8, No. 1. (March 2005), pp. 65-101. by Tamela D. Ferguson, Mark S. Dorfman, William L. Ferguson posted by 1 person robincha
	Random Forests [My Copy] Machine Learning, Vol. 45, No. 1. (2001), pp. 5-32. by Leo Breiman posted by 5 people davidr gyuli neteler robincha GernotMargreitner
	The Theory of Risk [My Copy] by Karl Borch posted by 3 people brian robincha wboehmer
	The Present and Future of Financial Risk Management [My Copy] Journal of Financial Econometrics, Vol. 3, No. 1., 3. by Carol Alexander posted by 1 person robincha
	The nature of risk: The risk management of everything [My Copy] Balance Sheet, Vol. 12, No. 5. (May 2004), pp. 19-28. by Power Michael posted by 1 person robincha
	Electronic funds transfer fraud [My Copy] Computer Fraud & Security, Vol. 2003, No. 12. (December 2003), pp. 6-9. by I. Henderson posted by 1 person robincha
	The use of credit scoring in the mortgage industry [My Copy] Journal of Financial Services Marketing, Vol. 9, No. 2., 179. by Hendrik Wagner posted by 1 person robincha
	The Financialization of Home and the Mortgage Market Crisis [My Copy] Competition and Change, Vol. 12, No. 2. (June 2008), pp. 148-166. by Aalbers, B. Manuel posted by 1 person vrvikas
	Understanding the Subprime Mortgage Crisis [My Copy] Social Science Research Network Working Paper Series (29 February 2008) by Yuliya Demyanyk, Otto V. A. N. Hemert posted by 3 people pdlug markusd vrvikas
	Misbehavior and Mistake in Bankruptcy Mortgage Claims [My Copy] Social Science Research Network Working Paper Series (6 November 2007) by Katherine M. Porter posted by 2 people liblady93 vrvikas
	The Home Purchase Mortgage Preferences of Low- and Moderate-Income Households [My Copy] Real Estate Economics, Vol. 35, No. 3. (2007), pp. 265-290. by Lacour-Little, Michael posted by 1 person vrvikas
	Subprime Refinancing: Equity Extraction and Mortgage Termination [My Copy] Real Estate Economics, Vol. 35, No. 2. (2007), pp. 233-263. by Pennington-Cross, Anthony, Chomsisengphet, Souphala posted by 1 person vrvikas
	Limits of Arbitrage: Theory and Evidence from the Mortgage-Backed Securities Market [My Copy] The Journal of Finance, Vol. 62, No. 2. (April 2007), pp. 557-595. by Xavier Gabaix, Arvind Krishnamurthy, Olivier Vigneron posted by 1 person vrvikas
	A Case Study of Mortgage Refinancing Discrimination: African American Intergenerational Wealth [My Copy] Sociological Inquiry, Vol. 77, No. 1. (February 2007), pp. 23-43. by Hodge, E. Michael, Dawkins, C. Mark, Reeves, H. Jaxk posted by 2 people jklugman vrvikas
	The Inevitability of Marketwide Underpricing of Mortgage Default Risk [My Copy] Real Estate Economics, Vol. 34, No. 4. (2006), pp. 479-496. by Pavlov, Andrey, Wachter, M. Susan posted by 1 person vrvikas
	SECONDARY MORTGAGE MARKET PURCHASE COMMITMENT YIELDS [My Copy] The Journal of Financial Research, Vol. 29, No. 4. (2006), pp. 593-608. by Heuson, J. Andrea, Schwartz, Adam, Slawson, V. Carlos posted by 1 person vrvikas
	Local housing prices and mortgage refinancing in US cities [My Copy] Property Management, Vol. 24, No. 4. (2006), pp. 427-441. by Lee, Ming-Long, Pace, R. Kelley posted by 1 person vrvikas
	Mortgage Refinancing Activity: An Explanation [19902001] [My Copy] The Journal of Real Estate Finance and Economics, Vol. 33, No. 1. (August 2006), pp. 75-86. by Wetmore, Jill, Ndu, Chiaku posted by 1 person vrvikas
	The determinants of mortgage yield spread differentials: Securitization [My Copy] Journal of Multinational Financial Management In Global Finanicial Markets Integration and Millennium Goals, Vol. 15, No. 4-5. (October 2005), pp. 314-333. by Benjamin Liu, Michael Skully posted by 1 person vrvikas
	Do Homeowners Increase Consumption after the Last Mortgage Payment? An Alternative Test of the Permanent Income Hypothesis [My Copy] The Review of Economics and Statistics, Vol. 88, No. 1. (February 2006), pp. 10-19. by Brahima Coulibaly, Geng Li posted by 1 person vrvikas
	Foreclosing on Opportunity: State Laws and Mortgage Credit [My Copy] The Review of Economics and Statistics, Vol. 88, No. 1. (February 2006), pp. 177-182. by Karen M. Pence posted by 1 person vrvikas
	A Theoretic Analysis of Extent of Lender Participation in a Participating Mortgage [My Copy] Review of Quantitative Finance and Accounting, Vol. 25, No. 4. (December 2005), pp. 383-411. by Jaime Alvayay, Charles Harter, Wm Smith posted by 1 person vrvikas
	Borrower Credit and the Valuation of Mortgage-Backed Securities [My Copy] Real Estate Economics, Vol. 33, No. 4. (December 2005), pp. 619-661. by Francis A. Longstaff posted by 1 person vrvikas
	An Empirical Test of a Two-Factor Mortgage Valuation Model: How Much Do House Prices Matter [My Copy] Real Estate Economics, Vol. 33, No. 4. (December 2005), pp. 681-710. by Chris Downing, Richard Stanton, Nancy Wallace posted by 1 person vrvikas
	Spatial Heterogeneity in Mortgage Terminations by Refinance, Sale and Default [My Copy] Real Estate Economics, Vol. 33, No. 4. (December 2005), pp. 739-764. by Yongheng Deng, Andrey D. Pavlov, Lihong Yang posted by 1 person vrvikas
	What Moves the Mortgage-Backed Securities Market? [My Copy] Real Estate Economics, Vol. 33, No. 2. (2005), pp. 397-426. by Xiaoqing E. Xu, Hung-Gay Fung posted by 1 person vrvikas
	Credit Counseling and Mortgage Termination by Low-Income Households [My Copy] The Journal of Real Estate Finance and Economics, Vol. 30, No. 3. (May 2005), pp. 227-243. by Valentina Hartarska, Claudio Gonzalez-Vega posted by 1 person vrvikas
	The Effect of Mortgage Price and Default Risk on Mortgage Spreads [My Copy] The Journal of Real Estate Finance and Economics, Vol. 30, No. 3. (May 2005), pp. 285-295. by James Kau, Luke Peters posted by 1 person vrvikas
	Home Ownership for Individuals with Disabilities: Factors in Mortgage Decisions [My Copy] Journal of Disability Policy Studies, Vol. 15, No. 4. (March 2005), pp. 194-200. by Hagner David, Klein Jay posted by 1 person vrvikas
	Introduction to the Special Issues on the Subprime Mortgage Market, Part II. Theoretical and Empirical Studies of Subprime Lending [My Copy] The Journal of Real Estate Finance and Economics, Vol. 30, No. 2. (March 2005), pp. 111-113. by Michael Staten, Anthony Yezer posted by 1 person vrvikas
	Subprime Lenders and Mortgage Market Completion [My Copy] The Journal of Real Estate Finance and Economics, Vol. 30, No. 2. (March 2005), pp. 153-165. by Peter Chinloy, Nancy Macdonald posted by 1 person vrvikas
	The Neighborhood Distribution of Subprime Mortgage Lending: Subprime Lending: Empirical Studies (Guest Editor: Michael E. Staten and Anthony M. Yezer [My Copy] The Journal of Real Estate Finance and Economics, Vol. 29, No. 4., 393. by Paul S. Calem, Kevin Gillen, Susan Wachter posted by 1 person vrvikas
	The Conditional Probability of Foreclosure: An Empirical Analysis of Conventional Mortgage Loan Defaults [My Copy] Real Estate Economics, Vol. 32, No. 4., 571. by Richard A. Phillips, James H. Vanderhoff posted by 1 person vrvikas
	Construction of a k-nearest-neighbour credit-scoring system [My Copy] IMA J Management Math, Vol. 8, No. 4. (1 October 1997), pp. 305-321. by W. E. Henley, Hand posted by 1 person zlex
	Modeling Quality of Service for Workflows and Web service Processes [My Copy] (2002) by J. Cardoso, J. Miller, A. Sheth, J. Arnold posted by 2 people rreier zlex
	A Comparison Study of Credit Scoring Models [My Copy] Natural Computation, 2007. ICNC 2007. Third International Conference on In Natural Computation, 2007. ICNC 2007. Third International Conference on, Vol. 1 (2007), pp. 15-18. by Defu Zhang, Hongyi Huang, Qingshan Chen, Yi Jiang posted by 3 people chaikorn zlex Classification with Genetic Programming
	Monitoring the QoS for Web Services [My Copy] Service-Oriented Computing – ICSOC 2007 (2007), pp. 132-144. by Liangzhao Zeng, Hui Lei, Henry Chang posted by 3 people japarejo yleblevec zlex
	A survey of black-box modernization approaches for information systems [My Copy] Software Maintenance, 2000. Proceedings. International Conference on In Software Maintenance, 2000. Proceedings. International Conference on (2000), pp. 173-183. by S. Comella-Dorda, K. Wallnau, R. C. Seacord, J. Robert posted by 2 people dullhunk zlex
	A Survey of Automated Web Service Composition Methods [My Copy] Semantic Web Services and Web Process Composition (2005), pp. 43-54. by Jinghai Rao, Xiaomeng Su posted by 10 people tflanitzer Jens_Lyn volkerassmann japarejo jfischer freiter Service Composition chris_be pr-ism zlex
	A Context Modeling Survey [My Copy] (September 2004) by Thomas Strang, Claudia L. Popien posted by 3 people zlex lillejul jakobl
	Credit scoring with uncertain class definitions [My Copy] IMA J Management Math, Vol. 10, No. 4. (1 October 1999), pp. 331-345. by M. G. Kelly, D. J. Hand posted by 1 person zlex
	Quality of service for workflows and web service processes [My Copy] Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 1, No. 3. (April 2004), pp. 281-308. by J. Cardoso posted by 5 people hamedtorabi jiangbo japarejo zlex kmhansen
	Quantitative evaluation of software quality [My Copy] In ICSE '76: Proceedings of the 2nd international conference on Software engineering (1976), pp. 592-605. by B. W. Boehm, J. R. Brown, M. Lipow posted by 6 people pipitone pailun Frg smogit joaoarthurbm zlex
	Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors [My Copy] Cognitive Computation, Vol. 1, No. 2. (1 June 2009), pp. 139-159. by Pentti Kanerva posted by 4 people almadana dcoates rgayler isotelesis
	The Economics and Regulation of Financial Privacy - A Comparative Analysis of the United States and Europe [My Copy] Social Science Research Network Working Paper Series (December 2001) by Nicola Jentzsch posted by 1 person rgayler
	A self-organizing map of sigma-pi units [My Copy] Neurocomput., Vol. 70, No. 13-15. (2007), pp. 2552-2560. by Cornelius Weber, Stefan Wermter posted by 1 person rgayler
	Random Projections of Signal Manifolds [My Copy] Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on, Vol. 5 (2006), pp. V-V. by M. B. Wakin, R. G. Baraniuk posted by 2 people pick600 rgayler
	Feature binding and relaxation labeling with the competitive layer model [My Copy] (1999) by H. Wersing, H. Ritter posted by 1 person rgayler
	A Neural Recognition Architecture for Composed Objects [My Copy] In DAGM-Symposium (1996), pp. 475-482. by Gunther Heidemann, Helge Ritter posted by 1 person rgayler
	Deductive rules in holographic reduced representation [My Copy] Neurocomputing In Brain Inspired Cognitive Systems - Selected papers from the 1st International Conference on Brain Inspired Cognitive Systems (BICS 2004), Vol. 69, No. 16-18. (October 2006), pp. 2127-2139. by Vladimir Kvasnicka, Jiri Pospichal posted by 1 person rgayler
	Cognition as coordinated non-cognition [My Copy] Cognitive Processing, Vol. 8, No. 2. (June 2007), pp. 79-91. by Barsalou, Lawrence, Breazeal, Cynthia, Smith, Linda posted by 2 people vankov rgayler
	Functional compositionality and a new view of knowledge representation [My Copy] (1997) by J. Hammerton posted by 3 people rgayler pandoratique robotact
	Criticality of spreading dynamics in hierarchical cluster networks without inhibition [My Copy] New J. Phys., Vol. 9, No. 5. (May 2007), 110. by M. Kaiser, M. Görner, C. C. Hilgetag posted by 2 people rgayler compbio
	Organizing principles of real-time memory encoding: neural clique assemblies and universal neural codes [My Copy] Trends in Neurosciences, Vol. 29, No. 1. (January 2006), pp. 48-57. by L. Lin, R. Osan, J. Tsien posted by 11 people bsuter mchorost tommcdonagh cowenowner rgayler AbelThorne christianselig Neuroscience Computational-Neurobiology Inserm-U455 mbregman
	Becoming Syntactic [My Copy] Psychological Review, Vol. 113, No. 2. (April 2006), pp. 234-272. by Franklin Chang, Gary S. Dell, Kathryn Bock posted by 6 people kapfelba cmunson garyfeng rgayler preeder ReadingLab
	Distribution-based aggregation for relational learning with identifier attributes [My Copy] Machine Learning, Vol. 62, No. 1-2. (February 2006), pp. 65-105. by Claudia Perlich, Foster Provost posted by 1 person rgayler
	Multiplicative Binding, Representation Operators and Analogy [My Copy] by Ross Gayler posted by 1 person rgayler
	Connectionist symbol processing: Dead or alive [My Copy] (1999) by D. Blank posted by 2 people rgayler robotact
	Identification of network-level coding units for real-time representation of episodic experiences in the hippocampus [My Copy] Proceedings of the National Academy of Sciences of the United States of America, Vol. 102, No. 17. (26 April 2005), pp. 6125-6130. by Longnian Lin, Remus Osan, Shy Shoham, Wenjun Jin, Wenqi Zuo, Joe Z. Tsien posted by 3 people bsuter rgayler AbnerCYH
	Vector Symbolic Architectures answer Jackendoff's challenges for cognitive neuroscience [My Copy] (13 December 2004) by Ross W. Gayler posted by 3 people mafwood rgayler Faskyo