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Volumn 99, Issue 1, 2009, Pages 30-38

Feature selection and weighting by nearest neighbor ensembles

Author keywords

Classification; Ensemble methods; Nearest neighbor methods; Variable selection

Indexed keywords

ANALYTIC METHOD; ARTICLE; CLASSIFICATION; CLASSIFIER; COVARIANCE; DISCRIMINANT ANALYSIS; MATHEMATICAL COMPUTING; NEAREST NEIGHBOR ENSEMBLE; NOISE; PREDICTION; PRIORITY JOURNAL; PROBABILITY; STATISTICAL ANALYSIS;

EID: 70349808005     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2009.07.004     Document Type: Article
Times cited : (17)

References (33)
  • 4
    • 0012996824 scopus 로고
    • Classifiaction of olive oils from their fatty acid composition
    • Food Research and Data Analysis. Martens H., and Russwurm H. (Eds), Applied Science Publishers LTD, London/New York
    • Forina M., Armanino C., Lanteri S., and Tiscornia E. Classifiaction of olive oils from their fatty acid composition. In: Martens H., and Russwurm H. (Eds). Food Research and Data Analysis. Proceedings from the IUFoST Symposium (1982), Applied Science Publishers LTD, London/New York 189-214
    • (1982) Proceedings from the IUFoST Symposium , pp. 189-214
    • Forina, M.1    Armanino, C.2    Lanteri, S.3    Tiscornia, E.4
  • 5
    • 0001757405 scopus 로고
    • The k-nearest neighbor classification rule (pattern recognition) applied to nuclear magnetic resonance spectral interpretation
    • Kowalski B.R., and Bender C.F. The k-nearest neighbor classification rule (pattern recognition) applied to nuclear magnetic resonance spectral interpretation. Analytical Chemistry 44 (1972) 1405-1411
    • (1972) Analytical Chemistry , vol.44 , pp. 1405-1411
    • Kowalski, B.R.1    Bender, C.F.2
  • 8
    • 0001247540 scopus 로고
    • Commentary on Fix and Hodges (1951): An important contribution to nonparametric discriminant analysis and density estimation
    • Silverman B.W., and Jones M.C. Commentary on Fix and Hodges (1951): An important contribution to nonparametric discriminant analysis and density estimation. International Statistical Review 57 (1989) 233-238
    • (1989) International Statistical Review , vol.57 , pp. 233-238
    • Silverman, B.W.1    Jones, M.C.2
  • 9
    • 61849140244 scopus 로고    scopus 로고
    • Weighted k-nearest-neighbor techniques and ordinal classification
    • Ludwig-Maximilians-Universität München
    • Hechenbichler K., and Schliep K. Weighted k-nearest-neighbor techniques and ordinal classification. SFB 386 Discussion Paper 399 (2004), Ludwig-Maximilians-Universität München
    • (2004) SFB 386 Discussion Paper 399
    • Hechenbichler, K.1    Schliep, K.2
  • 11
    • 33750324642 scopus 로고    scopus 로고
    • Ensembles of nearest neighbor forecasts
    • Lecture Notes in Computer Science. Fürnkranz J., Scheffer T., and Spiliopoulou M. (Eds), Springer, Berlin/Heidelberg
    • Yankov D., DeCoste D., and Keogh E. Ensembles of nearest neighbor forecasts. In: Fürnkranz J., Scheffer T., and Spiliopoulou M. (Eds). Lecture Notes in Computer Science. Proceedings of the 17th European Conference on Machine Learning (2006), Springer, Berlin/Heidelberg 545-556
    • (2006) Proceedings of the 17th European Conference on Machine Learning , pp. 545-556
    • Yankov, D.1    DeCoste, D.2    Keogh, E.3
  • 13
    • 0006126929 scopus 로고    scopus 로고
    • Axiomatic characterization of the quadratic scoring rule
    • Selten R. Axiomatic characterization of the quadratic scoring rule. Experimental Economics 1 (1998) 43-62
    • (1998) Experimental Economics , vol.1 , pp. 43-62
    • Selten, R.1
  • 14
    • 0003010182 scopus 로고
    • Verification of forecasts expressed in terms of probability
    • Brier G.W. Verification of forecasts expressed in terms of probability. Monthly Weather Review 78 (1950) 1-3
    • (1950) Monthly Weather Review , vol.78 , pp. 1-3
    • Brier, G.W.1
  • 17
    • 1542784498 scopus 로고    scopus 로고
    • Variable selection via nonconcave penalized likelihood and its oracle properties
    • Fan J., and Li R. Variable selection via nonconcave penalized likelihood and its oracle properties. Journal of the American Statistical Association 96 (2001) 1348-1360
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 1348-1360
    • Fan, J.1    Li, R.2
  • 21
    • 0033640901 scopus 로고    scopus 로고
    • Comparison of algorithms that selected features for pattern classifiers
    • Kudo M., and Sklansky J. Comparison of algorithms that selected features for pattern classifiers. Pattern Recognition 33 (2000) 25-41
    • (2000) Pattern Recognition , vol.33 , pp. 25-41
    • Kudo, M.1    Sklansky, J.2
  • 23
  • 26
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by random forest
    • Liaw A., and Wiener M. Classification and regression by random forest. R News 2 3 (2002) 18-22
    • (2002) R News , vol.2 , Issue.3 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 27
    • 70149113077 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0
    • R Development Core Team. R: a Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, 2009. ISBN 3-900051-07-0.
    • (2009) R: A Language and Environment for Statistical Computing
  • 30
    • 64249129605 scopus 로고    scopus 로고
    • Variable scaling and nearest neighbor methods
    • Gertheiss J., and Tutz G. Variable scaling and nearest neighbor methods. Journal of Chemometrics 23 (2009) 149-151
    • (2009) Journal of Chemometrics , vol.23 , pp. 149-151
    • Gertheiss, J.1    Tutz, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.