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Volumn 6635 LNAI, Issue PART 2, 2011, Pages 270-283

RKOF: Robust kernel-based local outlier detection

Author keywords

Kernel methods; Local density estimate; Outlier detection

Indexed keywords

DATA HANDLING; DATA MINING; STATISTICS;

EID: 79957929296     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-20847-8_23     Document Type: Conference Paper
Times cited : (44)

References (17)
  • 4
    • 0039253819 scopus 로고    scopus 로고
    • Lof: Identifying density-based local outliers
    • Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: Identifying density-based local outliers. In: SIGMOD, pp. 93-104 (2000)
    • (2000) SIGMOD , pp. 93-104
    • Breunig, M.M.1    Kriegel, H.-P.2    Ng, R.T.3    Sander, J.4
  • 5
    • 0345359208 scopus 로고    scopus 로고
    • Loci: Fast outlier detection using the local correlation integral
    • Papadimitriou, S., Kitagawa, H., Gibbons, P.: Loci: Fast outlier detection using the local correlation integral. In: ICDE, pp. 315-326 (2003)
    • (2003) ICDE , pp. 315-326
    • Papadimitriou, S.1    Kitagawa, H.2    Gibbons, P.3
  • 6
    • 37249036471 scopus 로고    scopus 로고
    • Outlier Detection with Kernel Density Functions
    • Perner, P. (ed.) MLDM 2007. Springer, Heidelberg
    • Latecki, L.J., Lazarevic, A., Pokrajac, D.: Outlier Detection with Kernel Density Functions. In: Perner, P. (ed.) MLDM 2007. LNCS (LNAI), vol. 4571, pp. 61-75. Springer, Heidelberg (2007)
    • (2007) LNCS (LNAI) , vol.4571 , pp. 61-75
    • Latecki, L.J.1    Lazarevic, A.2    Pokrajac, D.3
  • 7
    • 65449130493 scopus 로고    scopus 로고
    • Local peculiarity factor and its application in outlier detection
    • Yang, J., Zhong, N., Yao, Y., Wang, J.: Local peculiarity factor and its application in outlier detection. In: KDD, pp. 776-784 (2008)
    • (2008) KDD , pp. 776-784
    • Yang, J.1    Zhong, N.2    Yao, Y.3    Wang, J.4
  • 8
    • 84945281435 scopus 로고    scopus 로고
    • Enhancing effectiveness of outlier detections for low density patterns
    • Chen,M.-S., Yu, P.S., Liu, B. (eds.) PAKDD 2002. Springer, Heidelberg
    • Tang, J., Chen, Z., Fu, A.W.-c., Cheung, D.W.: Enhancing effectiveness of outlier detections for low density patterns. In: Chen,M.-S., Yu, P.S., Liu, B. (eds.) PAKDD 2002. LNCS (LNAI), vol. 2336, pp. 535-548. Springer, Heidelberg (2002)
    • (2002) LNCS (LNAI) , vol.2336 , pp. 535-548
    • Tang, J.1    Chen, Z.2    Fu, A.W.-C.3    Cheung, D.W.4
  • 9
    • 19544393356 scopus 로고    scopus 로고
    • On local spatial outliers
    • Sun, P., Chawla, S.: On local spatial outliers. In: KDD, pp. 209-216 (2004)
    • (2004) KDD , pp. 209-216
    • Sun, P.1    Chawla, S.2
  • 10
    • 32344440279 scopus 로고    scopus 로고
    • Feature bagging for outlier detection
    • Lazarevic, A., Kumar, V.: Feature bagging for outlier detection. In: KDD, pp. 157-166 (2005)
    • (2005) KDD , pp. 157-166
    • Lazarevic, A.1    Kumar, V.2
  • 11
    • 33749539634 scopus 로고    scopus 로고
    • Outlier detection by active learning
    • Abe, N., Zadrozny, B., Langford, J.: Outlier detection by active learning. In: KDD, pp. 504-509 (2006)
    • (2006) KDD , pp. 504-509
    • Abe, N.1    Zadrozny, B.2    Langford, J.3
  • 12
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L.: Bagging predictors. J. Machine Learning 24(2), 123-140 (1996)
    • (1996) J. Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 13
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Freund, Y., Schapire, R.: A decision-theoretic generalization of on-line learning and an application to boosting. J. Comput. Syst. Sci. 55(1), 113-139 (1997)
    • (1997) J. Comput. Syst. Sci. , vol.55 , Issue.1 , pp. 113-139
    • Freund, Y.1    Schapire, R.2
  • 14
    • 0035788909 scopus 로고    scopus 로고
    • Mining top-n local outliers in large databases
    • Jin, W., Tung, A., Ha, J.: Mining top-n local outliers in large databases. In: KDD, pp. 293-298 (2001)
    • (2001) KDD , pp. 293-298
    • Jin, W.1    Tung, A.2    Ha, J.3
  • 15
    • 78149482367 scopus 로고    scopus 로고
    • Local Outlier Detection Based on Kernel Regression
    • Gao, J., Hu, W., Li, W., Zhang, Z.M., Wu, O.: Local Outlier Detection Based on Kernel Regression. In: ICPR, pp. 585-588 (2010)
    • (2010) ICPR , pp. 585-588
    • Gao, J.1    Hu, W.2    Li, W.3    Zhang, Z.M.4    Wu, O.5
  • 17
    • 0016557674 scopus 로고
    • Multidimensional binary search trees used for associative searching
    • Bentley, J.L.: Multidimensional binary search trees used for associative searching. J. Communications of the ACM 18(9), 509-517 (1975)
    • (1975) J. Communications of the ACM , vol.18 , Issue.9 , pp. 509-517
    • Bentley, J.L.1


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