메뉴 건너뛰기




Volumn 2006, Issue , 2006, Pages 767-772

Outlier detection by sampling with accuracy guarantees

Author keywords

Approximate algorithms; Distance based; Nearest neighbor; Outliers; Sampling algorithms; Statistical modeling

Indexed keywords

DISTANCE BASED; NEAREST NEIGHBOR; OUTLIERS; SAMPLING ALGORITHMS;

EID: 33749564287     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (70)

References (13)
  • 1
    • 77952380096 scopus 로고    scopus 로고
    • Mining distance-based outliers in near linear time with randomization and a simple pruning rule
    • S. D. Bay and M. Schwabacher. Mining distance-based outliers in near linear time with randomization and a simple pruning rule. In SIGKDD, pages 29-38, 2003.
    • (2003) SIGKDD , pp. 29-38
    • Bay, S.D.1    Schwabacher, M.2
  • 2
    • 0039253819 scopus 로고    scopus 로고
    • LOF: Identifying density-based local outliers
    • May
    • M. M. Breunig, H.-P. Kriegel, R. T. Ng, and J. Sander. LOF: identifying density-based local outliers. In SIGMOD, pages 93-104, May 2000.
    • (2000) SIGMOD , pp. 93-104
    • Breunig, M.M.1    Kriegel, H.-P.2    Ng, R.T.3    Sander, J.4
  • 3
    • 85135872226 scopus 로고    scopus 로고
    • On the marriage of lp-norms and edit distance
    • Aug
    • L. Chen and R. T. Ng. On the marriage of lp-norms and edit distance. In VLDB, Aug 2004.
    • (2004) VLDB
    • Chen, L.1    Ng, R.T.2
  • 6
    • 0034133513 scopus 로고    scopus 로고
    • Distance-based outliers: Algorithms and applications
    • Feburary
    • E. M. Knorr, R. T. Ng, and V. Tucakov. Distance-based outliers: Algorithms and applications. VLDB Journal, 8(3-4):237-253, Feburary 2000.
    • (2000) VLDB Journal , vol.8 , Issue.3-4 , pp. 237-253
    • Knorr, E.M.1    Ng, R.T.2    Tucakov, V.3
  • 7
    • 0141613770 scopus 로고    scopus 로고
    • Efficient biased sampling for approximate clustering and outlier detection in large datasets
    • G. Kollios, D. Gunopulos, N. Koudas, and S. Berchtold. Efficient biased sampling for approximate clustering and outlier detection in large datasets. IEEE TKDE, 15(5), 2003.
    • (2003) IEEE TKDE , vol.15 , Issue.5
    • Kollios, G.1    Gunopulos, D.2    Koudas, N.3    Berchtold, S.4
  • 9
    • 0014757386 scopus 로고
    • A general method applicable to the search for similarities in the amino acid sequence of two proteins
    • S. Needleman and C. D. Wunsch. A general method applicable to the search for similarities in the amino acid sequence of two proteins. JMB, 48:443-453, 1970.
    • (1970) JMB , vol.48 , pp. 443-453
    • Needleman, S.1    Wunsch, C.D.2
  • 11
    • 0039845384 scopus 로고    scopus 로고
    • Efficient algorithms for mining outliers from large data sets
    • May
    • S. Ramaswamy, R. Rastogi, and K. Shim. Efficient algorithms for mining outliers from large data sets. In SIGMOD, pages 427-438, May 2000.
    • (2000) SIGMOD , pp. 427-438
    • Ramaswamy, S.1    Rastogi, R.2    Shim, K.3
  • 12
    • 0032075067 scopus 로고    scopus 로고
    • Learning string-edit distance
    • E. S. Ristad and P. N. Yianilos. Learning string-edit distance. IEEE TPAMI, 20(5), 1998.
    • (1998) IEEE TPAMI , vol.20 , Issue.5
    • Ristad, E.S.1    Yianilos, P.N.2
  • 13
    • 8844280843 scopus 로고    scopus 로고
    • Ucid - An uncompressed colour image database
    • G. Schaefer and M. Stich. Ucid - an uncompressed colour image database. In Proc. of SPIE, 2004.
    • (2004) Proc. of SPIE
    • Schaefer, G.1    Stich, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.