A review of instance selection methods

Author:

Olvera-López J. Arturo,Carrasco-Ochoa J. Ariel,Martínez-Trinidad J. Francisco,Kittler Josef

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Linguistics and Language,Language and Linguistics

Reference48 articles.

1. Aha DW, Kibler D, Albert MK (1991) Instance-based learning algorithms. Mach Learn 6: 37–66

2. Bezdek JC, Kuncheva LI (2001) Nearest prototype classifier designs: an experimental study. Int J Hybrid Intell Syst 16(12): 1445–1473

3. Brighton H, Mellish C (2002) Advances in instance selection for instance-based learning algorithms. Data Min Knowl Discov 6(2): 153–172

4. Blum AL, Langley P (1997) Selection of relevant features and examples in machine learning. Artif Intell 97: 245–271

5. Caises Y, González A, Leyva E, Pérez R (2009) SCIS: combining instance selection methods to increase their effectiveness over a wide range of domains. In: Corchado E, Yin H (eds) IDEAL 2009, LNCS 5788. Burgos, Spain, pp 17–24

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