Classification by instance-based learning algorithm

Lecture Notes in Computer Science

Volumn 3578, Issue , 2005, Pages 133-140

  Bao, Yongguang ^a   Tsuchiya, Eisuke ^b   Ishii, Naohiro ^b   Du, Xiaoyong ^c  

^a Aichi Information System   (Japan)

^b AICHI INSTITUTE OF TECHNOLOGY   (Japan)

^c RENMIN UNIVERSITY OF CHINA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS; MATHEMATICAL MODELS; SET THEORY;

SHORTAGE REQUIREMENT; TIBL;

GENETIC ALGORITHMS;

EID: 26444460148     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11508069_18     Document Type: Conference Paper

References (8)

1. Z.Pawlak, ROUGH SETS: Theoretical Aspects of Reasoning about Data (Kluwer, 1991).
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3. C.J. Merz and P. M. Murphy, 1998, UCI Repository of Machine Learning Databases, Irvine, CA: University of California Irvine, Department of Information and Computer Science, Internet: http://www.ics.uci.edu/mlearn/ MLRepository.html.
4. H.A. Guvenir and A. Akkus, "Weighted K-Nearest Neighbor Classification on Feature Projections", Proc. 12th Intel. Symposium on Computer and Information Sciences (ISCIS'97), Antalya, Turkey, pp. 44-51, 1997.
5. D.W. Aha, D. Kibler and M.K. Albert, "Instance-Based Learning Algorithms", Machine Learning, 6, pp. 37-66, 1991.
6. D.W. Aha, "Tolerating Noisy, Irrelevant and Novel Attributes in Instance-Based Learning Algorithm", International Journal of Man-Machine Studies, 36(1), pp. 267-287, 1992.
7. J.Rachlin, S. Kasif, S.Salzberg and D.W. Aha, "Towards a Better Understanding of Memory-Based and Bayesian Classifiers", Proc. Eleventh International Machine Learning Conference, New Brunswick, NJ: Morgan Kaufmann, pp. 242-250, 1994.
8. D.R.Wilson and T.R. Martinez, "An Integrated Instance-Based Learning Algorithm", Computational Intelligence, 16(1), pp. 1-28, 2000.