Advances in predictive models for data mining

Pattern Recognition Letters

Volumn 22, Issue 1, 2001, Pages 55-61

  Hong, Se June ^a   Weiss, Sholom M ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS; MATHEMATICAL MODELS; STATISTICAL METHODS; VECTORS;

DATA MINING; PREDICTIVE MODELS;

DATA MINING;

EID: 0035198761     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(00)00099-4     Document Type: Article

References (11)

1. Apte, C., Grossman, E., Pednault, E., Rosen, B., Tipu, F., White, B., 1999. Probabilistic estimation based data mining for discovering insurance risks. IEEE Intelligent Syst. 14 (6), 49-58.
2. Breiman, L., 1996. Bagging predictors. Machine Learning 24, 123-140.
3. Cristianini, N., Shawe-Taylor, J., 2000. An Introduction to Support Vector Machines. Cambridge University Press, Cambridge.
4. Freund, Y., Schapire, R., 1996. Experiments with a new boosting algorithm. In: Proc. of the International Machine Learning Conference. Morgan Kaufmann, Los Altos, CA, pp. 148-156.
5. Ho, J., 1998. The random subspace method for constructing decision forests. IEEE Trans. Pattern Anal. Machine Intell. 20 (8), 832-842.
6. Hosking, J.R.M., Pednault, E.P.D., Sudan, M., 1997. A statistical perspective on data mining. Future Generation Computer Systems: Special issue on Data Mining 3 (2 & 3), 117-134.
7. Kearns, M.J., Vazirani, U.V., 1994. An Introduction to Computational Learning Theory. MIT Press, Cambridge, MA.
8. Provost, F., Fawcett, T., Kohavi, R., 1998. The case against accuracy estimation for comparing induction algorithms. KDDM98.
9. Stolfo, S.J., Prodromidis, A., Tselepis, S., Lee, W., Fan, W., Chan, P., 1997. JAM: Java agents for meta-learning over distributed databases. In: Proc. of KDDM97. pp. 74-81.
10. Vapnik, V.N., 1998. Statistical Learning Theory. Wiley, New York.
11. Weiss, S., Indurkhya, N., 1998. Predictive Data Mining: A Practical Guide. Morgan Kaufmann, Los Altos, CA.