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Volumn 5476 LNAI, Issue , 2009, Pages 813-822

A new local distance-based outlier detection approach for scattered real-world data

Author keywords

K distance; KNN; LDOF; local outlier; LOF; Scattered data

Indexed keywords

K-DISTANCE; KNN; LDOF; LOCAL OUTLIER; LOF; SCATTERED DATA;

EID: 67650671551     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-01307-2_84     Document Type: Conference Paper
Times cited : (359)

References (12)
  • 2
    • 84956852642 scopus 로고    scopus 로고
    • OPTICS-OF: Identifying local outliers
    • In: ?Zytkow, J.M., Rauch, J. (eds.)Springer, Heidelberg, [BKNS99]
    • [BKNS99] Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: OPTICS-OF: Identifying local outliers. In: ?Zytkow, J.M., Rauch, J. (eds.) PKDD 1999. LNCS, vol.1704, pp. 262-270. Springer, Heidelberg (1999)
    • (1999) PKDD 1999. LNCS , vol.1704 , pp. 262-270
    • Breunig, M.M.1    Kriegel, H.-P.2    Ng, R.T.3    Sander, J.4
  • 4
    • 85170282443 scopus 로고    scopus 로고
    • A density-based algorithm for discovering clusters in large spatial databases with noise
    • [EKSX96]
    • [EKSX96] Ester, M., Kriegel, H.-P., Sander, J., Xu, X.: A density-based algorithm for discovering clusters in large spatial databases with noise. In: KDD, pp. 226-231 (1996)
    • (1996) KDD , pp. 226-231
    • Ester, M.1    Kriegel, H.-P.2    Sander, J.3    Xu, X.4
  • 7
    • 0003858566 scopus 로고    scopus 로고
    • Algorithms for mining distance-based outliers in large datasets
    • [KN98]
    • [KN98] Knorr, E.M., Ng, R.T.: Algorithms for mining distance-based outliers in large datasets. In: VLDB, pp. 392-403 (1998)
    • (1998) VLDB , pp. 392-403
    • Knorr, E.M.1    Ng, R.T.2
  • 8
    • 65449145220 scopus 로고    scopus 로고
    • Angle-based outlier detection in high-dimensional data
    • [KSZ08]
    • [KSZ08] Kriegel, H.-P., Schubert, M., Zimek, A.: Angle-based outlier detection in high-dimensional data. In: KDD, pp. 444-452 (2008)
    • (2008) KDD , pp. 444-452
    • Kriegel, H.-P.1    Schubert, M.2    Zimek, A.3
  • 10
    • 0039845384 scopus 로고    scopus 로고
    • Efficient algo-rithms for mining outliers from large data sets
    • [RRS00]
    • [RRS00] Ramaswamy, S., Rastogi, R., Shim, K.: Efficient algo-rithms for mining outliers from large data sets. In: SIGMOD Conference, pp. 427-438 (2000)
    • (2000) SIGMOD Conference , pp. 427-438
    • Ramaswamy, S.1    Rastogi, R.2    Shim, K.3
  • 11
    • 84945281435 scopus 로고    scopus 로고
    • Enhancing effectiveness of outlier detections for low density patterns
    • In: Chen, M.-S., Yu, P.S., Liu, B. (eds.)Springer, Heidelberg,[TCFC02]
    • [TCFC02] Tang, J., Chen, Z., Fu, A.W.-C., Cheung, D.W.-L.: Enhancing effectiveness of outlier detections for low density patterns. In: Chen, M.-S., Yu, P.S., Liu, B. (eds.) PAKDD 2002. LNCS, vol.2336, pp. 535-548. Springer, Heidelberg (2002)
    • (2002) PAKDD 2002. LNCS , vol.2336 , pp. 535-548
    • Tang, J.1    Chen, Z.2    Fu, A.W.-C.3    Cheung, D.W.-L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.