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Volumn , Issue , 2005, Pages 2982-2987

GA-based feature subset clustering for combination of multiple nearest neighbors classifiers

Author keywords

Feature subset clustering; GA; Majority voting rule; Multiple classifier combination; Nearest neighbor classifier (NNC)

Indexed keywords

DATA MINING; DATABASE SYSTEMS; FEATURE EXTRACTION; SET THEORY;

EID: 28444465195     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (8)

References (14)
  • 2
    • 7544251042 scopus 로고    scopus 로고
    • Fusion of multiple approximate nearest neighbor classifier for fast and efficient classification
    • P. Vishwath, M. N. Murty, C. Bhatnagar, Fusion of multiple approximate nearest neighbor classifier for fast and efficient classification, Information fusion, vol 5, pp 239-250, 2004.
    • (2004) Information Fusion , vol.5 , pp. 239-250
    • Vishwath, P.1    Murty, M.N.2    Bhatnagar, C.3
  • 3
    • 63249112814 scopus 로고
    • Dimensionality and sample size considerations in pattern recognition practice
    • P. krish naiah, L. Knanal (Eds.), North Holland
    • Jain, B. Chandrasekharan, Dimensionality and sample size considerations in pattern recognition practice, in P. krish naiah, L. Knanal (Eds.), Handbook of statistics, North Holland, pp835-855, vol 2, 1982.
    • (1982) Handbook of Statistics , vol.2 , pp. 835-855
    • Jain1    Chandrasekharan, B.2
  • 4
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, Bagging predictors, Machine learning, vol 24, pp 123-140, 1996.
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 8
    • 0031069975 scopus 로고    scopus 로고
    • Voting over multiple condensed nearest neighbors
    • E. Alpaydin, Voting over multiple condensed nearest neighbors, Artificial intelligence reiview, vol 11, pp115-132, 1997.
    • (1997) Artificial Intelligence Reiview , vol.11 , pp. 115-132
    • Alpaydin, E.1
  • 10
    • 33744958288 scopus 로고    scopus 로고
    • Nearest neighbor classifiers from multiple feature subsets
    • S. D. Bay, Nearest neighbor classifiers from multiple feature subsets, Intelligent data analysis, vol 3, no 3, pp 191-209,1999.
    • (1999) Intelligent Data Analysis , vol.3 , Issue.3 , pp. 191-209
    • Bay, S.D.1
  • 11
    • 0034314744 scopus 로고    scopus 로고
    • Designing classifier fusion systems by genetic algorithms
    • L.I. Kuncheva, L.C. Jain, Designing classifier fusion systems by genetic algorithms, IEEE trans on evolutionary computation, vol 4, no 4, pp327-336, 2000.
    • (2000) IEEE Trans on Evolutionary Computation , vol.4 , Issue.4 , pp. 327-336
    • Kuncheva, L.I.1    Jain, L.C.2
  • 13
    • 0031238275 scopus 로고    scopus 로고
    • Application of majority voting to pattern recognition: An analysis of its behavior and performance
    • L. Lam, C.Y. Suen, Application of majority voting to pattern recognition: An analysis of its behavior and performance. IEEE trans on SMC vol 27, no5, pp553-568, 1997.
    • (1997) IEEE Trans on SMC , vol.27 , Issue.5 , pp. 553-568
    • Lam, L.1    Suen, C.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.