Journals and books
- T. Bellotti. A simulation study of Basel II expected loss distributions for a portfolio of credit cards. Journal of Financial Services Marketing, special issue “In the grip of the credit crunch: challenges of confronting a changing environment”, accepted for publication, to appear.
- J. Crook, T. Bellotti. Time varying and dynamic models for default risk in consumer loans. Journal of the Royal statistical Society series A (Statistics in Society), accepted for publication, to appear 2009.
- T. Bellotti, J. Crook. Credit scoring with macroeconomic variables using survival analysis. Journal of the Operational Research Society (2009 ) 60, 1699-1707.
- T. Bellotti and J. Crook. Support vector machines for credit scoring and discovery of significant features, Expert Systems with Applications, 36 (2009) pp.3302-3308
- T. Bellotti, Z. Luo, A. Gammerman. Strangeness minimisation feature selection with confidence machines. Intelligent Data Engineering and Automated Learning IDEAL 2006, pp.978-985 (ed. Corchado et al)
- J.C. Strefford, F.W. van Delft, H.M. Robinson, H. Worley, O. Yiannikouris, R. Selzer, T. Richmond, I. Hann, T. Bellotti, M. Raghavan, B.D. Young, V. Saha, C.J. Harrison. Complex genomic alterations and gene expression in acute lymphoblastic leukemia with intrachromosomal amplification of chromosome 21, Proceedings of the National Academy of Sciences PNAS (USA), 23 May 2006, vol.103, no.21, pp.8167-8172
- T. Bellotti, Z. Luo, A. Gammerman, F.W. van Delft, V. Saha. Qualified Predictions for Microarray and Proteomics Pattern Diagnostics with Confidence Machines, International Journal of Neural Systems, Special Issue on Bioinformatics 2005, Vol.15, no. 4, pp.247-258
- F.W. van Delft, T. Bellotti, Z. Luo, L.K. Jones, N. Patel, O. Yiannikouris, A.S. Hill, M. Hubank, H. Kempski, D. Fletcher, T. Chaplin, N. Foot, B.D. Young, I.M. Hann, A. Gammerman, V. Saha. Prospective gene expression analysis accurately subtypes acute leukaemia in children and establishes a commonality between hyperdiploidy and t(12;21) in acute lymphoblastic leukaemia, British Journal of Haematology 2005, 130, pp.26-35
- Zhiyuan Luo, Tony Bellotti, Alex Gammerman. Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines, Intelligent Data Engineering and Automated Learning IDEAL 2004, pp.46-51 (ed. Yang, Everson, Yin)
Presentations and conferences
- Bellotti T and Crook J. Macroeconomic conditions in models of Loss Given Default for retail credit, Credit Scoring and Credit Control XI Conference, August 2009
- Bellotti T and Crook J. Dynamic models of default on UK credit cards, Credit Scoring and Credit Control XI Conference, August 2009
- Bellotti T and Crook J. Calculating LGD for credit cards, QFRMC Conference on Risk Management in the Personal Financial Services Sector, January 2009
- Bellotti T and Crook J. Incorporating macroeconomic variables into consumer credit analysis, QFRMC Symposium on risk management in the retail financial services sector, April 2007
- Bellotti T and Crook J. Credit scoring with macroeconomic variables using survival analysis, keynote speech, Credit scoring and credit control conference X, August 2007
- Bellotti T and Crook J. Modelling and predicting Loss Given Default for credit cards, Credit scoring and credit control conference X, August 2007
- Bellotti T and Crook J. Support vector machines for credit scoring and discovery of significant features, Operational Research conference 49, September 2007
- T. Bellotti, Z. Luo, A. Gammerman. Reliable Classification of Acute Leukaemia from Gene Expression Data using Confidence Machines, IEEE International Conference on Granular Computing 10-12 May 2006. Winner of the Best Paper Award.
- Alex Gammerman, Tony Bellotti. Experiments Using Minimal-Length Encoding to Solve Machine Learning Problems, Data Compression Conference 1992, pp. 359-367
Working papers and reports
- T. Bellotti, R. Matousek, C. Stewart. A Note Comparing Support Vector Machines and Ordered Choice Models’ Predictions
of International Banks’ Ratings. London Metropolitan University discussion paper no. 2009-3. - T. Bellotti, J. Crook. Modelling and predicting loss given default for credit cards. Working Paper at Quantitative Financial Risk Management Centre (2007).
- Tony Bellotti. Lecture notes on Immanuel Kant’s Critique of Pure Reason delivered by Peter Rickman during Autumn 1995 (2006).
- Tony Bellotti. Philosophy essays for associate diploma with the Philosophical Society of England, Pathways 1998.
- Tony Bellotti, Alex Gammerman. A Minimal Length Encoding System, NeuroColt technical report NC-TR-95-035, 1995.
