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References
Bailey K.R. (1994) Generalizing the results of randomized clinical trials. Controlled Clinical Trials, 15, 15–23.
Boden M.A. (1977) Artificial Intelligence and Natural Man. Harvester Press.
Brodley C.E. and Smyth P. (1997) Applying classification algorithms in practice. Statistics and Computing, 7, 45–56.
Cowan C.D. (1994) Intercept studies, clinical trials, and cluster experiments: to whom can we extrapolate? Controlled Clinical Trials, 15, 24–29.
Cox D.R. and Snell E.J. (1981) Applied Statistics: principles and examples. London: Chapman and Hall.
Darius P., Boucueau M., de Greef P., de Faber E., and Froeschl K. (1993) Modelling metadata. Statistical Journal of the United Nations — ECE, 10, 171–9.
Diday E. (1994) Towards a statistic of metadata for knowledge analysis. In AI and Computer Power: the Impact on Statistics. ed. D.J.Hand, Chapman and Hall, 23–35.
Froeschl K.A. (1996) A metadata approach to statistical query processing. Statistics and Computing, 6, 11–29.
Gray J. et al. (1997) Data cube: a relational aggregation operator generalizing group-by, cross-tab, and sub-totals. Data Mining & Knowledge Discovery, 1, 29–53.
Grove W.M. and Meehl P.E. (1996) Comparative efficiency of informal (subjective, impressionistic) and formal (mechanical, algorithmic) prediction procedures: the clinical-statistical controversy. Psychology, Public Policy, and Law, 2, 293–323.
Hand D.J. (1984) Patterns in statistical strategy. In Artificial Intelligence and Statistics, ed. W.A.Gale. Reading, Massachusetts: Addison-Wesley, 355–387.
Hand D.J. (1985) Artificial Intelligence and Psychiatry. Cambridge: Cambridge University Press.
Hand D.J., (1996) Classification and computers: shifting the focus. In COMPSTAT — Proceedings in Computational Statistics, Physica-Verlag. p77–88, 1996.
Hand D.J. (1996) Statistics and the theory of measurement (with discussion). Journal of the Royal Statistical Society, Series A, 159, 445–492.
Hand D.J. (1997) Construction and Assessment of Classification Rules. Wiley.
Hand D.J. and Henley W.E. (1997) Statistical classification methods in consumer credit scoring: a review. Journal of the Royal Statistical Society, Series A, 160.
Hand D.J. and Jacka S. (eds.) (1997) Statistics in Finance. Edward Arnold.
Pregibon D. (1984) A DIY guide to statistical strategy. In Artificial Intelligence and Statistics, ed. W.A.Gale. Reading, Massachusetts: Addison-Wesley, 389–399.
Rosenberg E. and Gleit A. (1994) Quantitative methods in credit management: a survey. Operations Research, 42, 589–613.
Thomas L.C., Crook J.N., and Edelman D.B. (eds) (1992) Credit scoring and credit control. Oxford: Clarendon Press.
Weizenbaum J. (1976) Computer Power and Human Reason. San Francisco: W.H.Freeman and Co.
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Hand, D.J. (1997). Intelligent data analysis: Issues and opportunities. In: Liu, X., Cohen, P., Berthold, M. (eds) Advances in Intelligent Data Analysis Reasoning about Data. IDA 1997. Lecture Notes in Computer Science, vol 1280. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0052825
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DOI: https://doi.org/10.1007/BFb0052825
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