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Volumn 2, Issue , 2007, Pages 210-217

A scalable and efficient outlier detection strategy for categorical data

Author keywords

[No Author keywords available]

Indexed keywords

CYBERNETICS;

EID: 48649108236     PISSN: 10823409     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTAI.2007.125     Document Type: Conference Paper
Times cited : (85)

References (23)
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    • Penny, K.I., Jolliffe, I.T., "A comparison of multivariate outlier detection methods for clinical laboratory safety data", The Statistician, Journal of the Royal Statistical Society, 50, pp. 295-308, 2001.
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    • Penny, K.I.1    Jolliffe, I.T.2
  • 7
    • 54749086351 scopus 로고    scopus 로고
    • A Fast Greedy algorithm for outlier mining
    • He, Z., Deng, S., Xu, X., "A Fast Greedy algorithm for outlier mining", Proc. of PAKDD, 2006.
    • (2006) Proc. of PAKDD
    • He, Z.1    Deng, S.2    Xu, X.3
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    • 0042323830 scopus 로고    scopus 로고
    • Computing depth contours of bivariate point clouds
    • Ruts, I., Rousseeuw, P., "Computing depth contours of bivariate point clouds", Comput. Stat Data Anal, pp. 153, 1996.
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    • Ruts, I.1    Rousseeuw, P.2
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    • Support Vector Data Description
    • Tax, D., Duin, R., "Support Vector Data Description", Machine Learning, pp. 45-66, 2004.
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    • Tax, D.1    Duin, R.2
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    • Outlier Detection Using Replicator Neural Networks
    • Harkins, S., He, H., Williams, G., Baster, R., "Outlier Detection Using Replicator Neural Networks", DaWaK'02, pp. 170-180, 2002.
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    • Harkins, S.1    He, H.2    Williams, G.3    Baster, R.4
  • 18
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    • An Efficient Reference-based Approach to Outlier Detection in Large Dataset
    • Pei, Y., Zaiane, O., Gao, Y., "An Efficient Reference-based Approach to Outlier Detection in Large Dataset", IEEE Int'l Conference on Data Mining, 2006.
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    • Pei, Y.1    Zaiane, O.2    Gao, Y.3
  • 20
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    • Finding centric local outliers in categorical/numerical spaces
    • Xu, Y.J., Qian, W., Lu, H., Zhou, A., "Finding centric local outliers in categorical/numerical spaces", Knowledge Information Systems, 9, pp. 309-338, 2006.
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    • Finding Median Partitions Using Information-Theoretical Algorithms
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    • Cristofor, D., Simovici, D., "Finding Median Partitions Using Information-Theoretical Algorithms", Journal of Universal Computer Science, 8, pp. 153-172 (software at http://www.cs.umb.edu/~dana/GAClust/ index.html).
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    • Cristofor, D.1    Simovici, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.