Microsoft Word - CDReview-7.DOC

Foundation Ireland under Grant No. S.F.I.-02IN.1I111. References 1. Aha D.W., Kibler D., Albert M.K., Instance-based learning algorithms, Machine Learning, 6 (1), 1991, 37-66. 2. Cunningham P., Nowlan N., [...] Review, Special Issue on Lazy Learning, 11 (1-5), 1997, 133-155. 10. Schlimmer J.C., Granger R.H., Incremental learning from noisy data, Machine Learning, 1(3), 1986, 317-354. 11. Stanley K.O., Learning [...] drift, peculiarities of the problem, and gives a critical review of existing approaches to the problem. 1. Definitions and peculiarities of the problem A difficult problem with learning in many real-world domains …