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Volumn 5506 LNCS, Issue PART 1, 2009, Pages 486-493

Ensembles of pre-processing techniques for noise detection in gene expression data

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL DATA; BIOLOGICAL EXPERIMENTS; DATA COLLECTION; DISTANCE-BASED; GENE EXPRESSION ANALYSIS; GENE EXPRESSION DATA; MACHINE LEARNING ALGORITHMS; MACHINE-LEARNING; NOISE DETECTION; NOISY DATA; PRE-PROCESSED DATA; PRE-PROCESSING;

EID: 70349114221     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02490-0_60     Document Type: Conference Paper
Times cited : (4)

References (15)
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    • Van den Bussche, J., Vianu, V. (eds.) ICDT 2001
    • Aggarwal, C.C., Hinneburg, A., Keim, D.A.: On the surprising behavior of distance metrics in high dimensional space. In: Van den Bussche, J., Vianu, V. (eds.) ICDT 2001. LNCS, vol.1973, pp. 420-434. Springer, Heidelberg (2000)
    • (2000) LNCS , vol.1973 , pp. 420-434
    • Aggarwal, C.C.1    Hinneburg, A.2    Keim, D.A.3
  • 3
    • 0000913324 scopus 로고    scopus 로고
    • SVMTorch: Support vector machines for large-scale regression problems
    • Collobert, R., Bengio, S.: SVMTorch: Support vector machines for large-scale regression problems. J. Machine Learning Res. 1, 143-160 (2001)
    • (2001) J. Machine Learning Res. , vol.1 , pp. 143-160
    • Collobert, R.1    Bengio, S.2
  • 4
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple datasets
    • Demsar, J.: Statistical comparisons of classifiers over multiple datasets. J. Machine Learning Research 7, 1-30 (2006)
    • (2006) J. Machine Learning Research , vol.7 , pp. 1-30
    • Demsar, J.1
  • 6
    • 7544223741 scopus 로고    scopus 로고
    • A survey of outlier detection methodologies
    • Hodge, V., Austin, J.: A survey of outlier detection methodologies. Artificial Intelligence Review 22, 85-126 (2004)
    • (2004) Artificial Intelligence Review , vol.22 , pp. 85-126
    • Hodge, V.1    Austin, J.2
  • 7
    • 0034133513 scopus 로고    scopus 로고
    • Distance-based outliers: Algorithms and applications
    • Knorr, E.M., Ng, R.T., Tucakov, V.: Distance-based outliers: algorithms and applications. The VLDB Journal 8(3-4), 237-253 (2000)
    • (2000) The VLDB Journal , vol.8 , Issue.3-4 , pp. 237-253
    • Knorr, E.M.1    Ng, R.T.2    Tucakov, V.3
  • 11
    • 0017024036 scopus 로고
    • Two modifications of CNN
    • Man and Cybernetics
    • Tomek, I.: Two modifications of CNN. IEEE Transactions on Systems, Man and Cybernetics 7(11), 769-772 (1976)
    • (1976) IEEE Transactions on Systems , vol.7 , Issue.11 , pp. 769-772
    • Tomek, I.1
  • 13
    • 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 38(3), 257-286 (2000)
    • (2000) Machine Learning , vol.38 , Issue.3 , pp. 257-286
    • Wilson, D.R.1    Martinez, T.R.2
  • 15
    • 0015361129 scopus 로고
    • Asymptotic properties of nearest neighbor rules using edited data
    • Wilson, D.L.: Asymptotic properties of nearest neighbor rules using edited data. IEEE Transactions on Systems, Man and Cybernetics 2(3), 408-421 (1972)
    • (1972) IEEE Transactions on Systems, Man and Cybernetics , vol.2 , Issue.3 , pp. 408-421
    • Wilson, D.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.