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Volumn 3339, Issue , 2004, Pages 513-525

Towards efficient imputation by nearest-neighbors: A clustering-based approach

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; DATA MINING; PROBLEM SOLVING; STATISTICAL METHODS; VECTORS;

EID: 22944460763     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-30549-1_45     Document Type: Conference Paper
Times cited : (20)

References (13)
  • 4
    • 7444220112 scopus 로고    scopus 로고
    • Evaluating a nearest-neighbor method to substitute continuous missing values
    • The 16th Australian Joint Conference on Artificial Intelligence, Springer
    • Hruschka, E. R., Hruschka Junior, E. R., Ebecken, N. F. F. Evaluating a Nearest-Neighbor Method to Substitute Continuous Missing Values. In: The 16th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence, v. 2903, pp. 723-734, Springer, 2003.
    • (2003) Lecture Notes in Artificial Intelligence , vol.2903 , pp. 723-734
    • Hruschka, E.R.1    Hruschka Jr., E.R.2    Ebecken, N.F.F.3
  • 5
    • 0242498488 scopus 로고    scopus 로고
    • An analysis of four missing data treatment methods for supervised learning
    • Batista, G. E. A. P. & Monard, M. C., An Analysis of Four Missing Data Treatment Methods for Supervised Learning. Applied Artificial Intelligence, v.17, n.5-6, 519-534, 2003.
    • (2003) Applied Artificial Intelligence , vol.17 , Issue.5-6 , pp. 519-534
    • Batista, G.E.A.P.1    Monard, M.C.2
  • 9
    • 0034960264 scopus 로고    scopus 로고
    • Missing value estimation methods for DNA microarrays
    • Troyanskaya, O. et al., Missing Value Estimation Methods for DNA Microarrays, Bioin-formatics, v.17, no. 6, pp. 520-525, 2001.
    • (2001) Bioin-formatics , vol.17 , Issue.6 , pp. 520-525
    • Troyanskaya, O.1
  • 10
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA, University of California, Department of Information and Computer Science
    • Merz, C.J., Murphy, P.M., UCI Repository of Machine Learning Databases, http://www.ics.uci.edu, Irvine, CA, University of California, Department of Information and Computer Science.
    • UCI Repository of Machine Learning Databases
    • Merz, C.J.1    Murphy, P.M.2
  • 13
    • 0343081513 scopus 로고    scopus 로고
    • Reduction techniques for instance-based learning algorithms
    • Kluwer Academic Publishers
    • Wilson, D.R., Martinez, T.R., Reduction Techniques for Instance-Based Learning Algorithms, Machine Learning, 38-3, pp. 257-286, Kluwer Academic Publishers, 2000.
    • (2000) Machine Learning , vol.38 , Issue.3 , pp. 257-286
    • Wilson, D.R.1    Martinez, T.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.