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Volumn 1, Issue , 2003, Pages 94-99

C-Pruner: An improved instance pruning algorithm

Author keywords

Instance Pruning; Instance based learning; KNN classification

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COMPUTER SCIENCE; CYBERNETICS; DATA REDUCTION; DATA STORAGE EQUIPMENT; DATABASE SYSTEMS; SOFTWARE PROTOTYPING;

EID: 1542269102     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (26)

References (20)
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    • Zhu Jun, Yang Qiang. Remember to add: competence-preserving case addition policies for case base maintenance. Dean T (Ed.): Proceedings of International Joint Conference in Artificial Intelligence 1999 (IJCAI-99), San Francisco: Morgan Kaufmann, 1999: 234-241.
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    • Zhu, J.1    Yang, Q.2
  • 11
    • 0015361129 scopus 로고
    • Asymptotic Properties of Nearest Neighbor Rules Using Edited Data
    • Wilson, Dennis L. Asymptotic Properties of Nearest Neighbor Rules Using Edited Data. IEEE Transactions on Systems, Man, and Cybernetics, 1972, 2(3): 408-421.
    • (1972) IEEE Transactions on Systems, Man, and Cybernetics , vol.2 , Issue.3 , pp. 408-421
    • Wilson, D.L.1
  • 13
    • 0016127071 scopus 로고
    • Finding Prototypes for Nearest Neighbor Classifiers
    • Chang Chin-Liang. Finding Prototypes for Nearest Neighbor Classifiers. IEEE Transactions on Computers, 1974, 23(11): 1179-1184.
    • (1974) IEEE Transactions on Computers , vol.23 , Issue.11 , pp. 1179-1184
    • Chang, C.-L.1
  • 16
    • 85107848924 scopus 로고
    • Selecting Typical Instances in Instance-Based Learning
    • Sleeman D, Edwards P (Eds.), San Francisco: Morgan Kaufmann
    • Zhang J. Selecting Typical Instances in Instance-Based Learning. Sleeman D, Edwards P (Eds.): Proceedings of the Ninth International Conference on Machine Learning (ICML'92), San Francisco: Morgan Kaufmann, 1992: 470-479.
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    • Zhang, J.1
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    • 0343081513 scopus 로고    scopus 로고
    • Reduction techniques for instance-based learning algorithms
    • Wilson D R, Martinez T R. Reduction techniques for instance-based learning algorithms. Machine Learning, 2000, 38(3): 257-286.
    • (2000) Machine Learning , vol.38 , Issue.3 , pp. 257-286
    • Wilson, D.R.1    Martinez, T.R.2
  • 18
    • 0036104537 scopus 로고    scopus 로고
    • Advances in instance selection for instance-based learning algorithms
    • Brighton H, Mellish C S. Advances in instance selection for instance-based learning algorithms. Data Mining and Knowledge Discovery. 2002, 6(2): 153-172.
    • (2002) Data Mining and Knowledge Discovery , vol.6 , Issue.2 , pp. 153-172
    • Brighton, H.1    Mellish, C.S.2
  • 19
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    • Irvine, CA: University of California Irvine, Department of Information and Computer Science. Internet
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    • Merz, C.J.1    Murphy, P.M.2
  • 20
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    • A Nearest Hyperrectangle Learning Method
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.