메뉴 건너뛰기




Volumn 1, Issue , 2008, Pages 94-97

Outlier detection algorithms in data mining

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; DENSITY-BASED APPROACHES; DISTANCE-BASED; GRAPH-BASED; OUTLIER DETECTION ALGORITHMS; OUTLIER DETECTIONS; SPACE-BASED; SPATIAL DATUM; SPATIAL OUTLIERS; TRANSACTION DATUM;

EID: 62949084582     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IITA.2008.26     Document Type: Conference Paper
Times cited : (40)

References (28)
  • 3
    • 0004235843 scopus 로고
    • Identification of Outliers
    • London
    • D. M. Hawkins, "Identification of Outliers". Chapman and Hall, London, 1980.
    • (1980) Chapman and Hall
    • Hawkins, D.M.1
  • 4
    • 17444413786 scopus 로고    scopus 로고
    • An effective and efficient algorithm for high-dimensional outlier detection
    • Aggarwal, C. C., Yu, S. P., "An effective and efficient algorithm for high-dimensional outlier detection, The VLDB Journal, 2005, vol. 14, pp. 211-221.
    • (2005) The VLDB Journal , vol.14 , pp. 211-221
    • Aggarwal, C.C.1    Yu, S.P.2
  • 5
    • 0034592923 scopus 로고    scopus 로고
    • Yamanishi. K, Takeuchi. J,and Williams. G On-line, unsupervised outlier detection using finite mixtures with discounting learning algorithms. In Proceedings of the Sixth ACM SIGKDDOO, Boston, MA, USA, pp.320-324.
    • Yamanishi. K, Takeuchi. J,and Williams. G On-line, "unsupervised outlier detection using finite mixtures with discounting learning algorithms". In Proceedings of the Sixth ACM SIGKDDOO, Boston, MA, USA, pp.320-324.
  • 7
    • 33244468163 scopus 로고    scopus 로고
    • The hunting of the bump: On maximizing statistical discrepancy
    • on Disc. Alg. pp
    • Agarwal, D., Phillips, J.M., Venkatasubramanian, "The hunting of the bump: on maximizing statistical discrepancy". In: Proc. 17th Ann. ACM-SIAM Symp. on Disc. Alg. pp. 1137-1146 (2006).
    • (2006) Proc. 17th Ann. ACM-SIAM Symp , pp. 1137-1146
    • Agarwal, D.1    Phillips, J.M.2    Venkatasubramanian3
  • 8
    • 62949232611 scopus 로고    scopus 로고
    • The X-tree: An efficient and robust access method for points and rectangles
    • Berchtold, S., Keim, D., Kriegel, H.-P, "The X-tree: An efficient and robust access method for points and rectangles". In: VLDB (1996).
    • VLDB (1996)
    • Berchtold, S.1    Keim, D.2    Kriegel, H.-P.3
  • 9
    • 0035788909 scopus 로고    scopus 로고
    • Mining Top-n Local Outliers in Large Databases
    • Jin, W., Tung, A.K.H., Han, J.W. "Mining Top-n Local Outliers in Large Databases". In: KDD (2001).
    • KDD (2001)
    • Jin, W.1    Tung, A.K.H.2    Han, J.W.3
  • 10
    • 32344440279 scopus 로고    scopus 로고
    • Feature Bagging for Outlier Detection
    • Lazarevic, A., Kumar" Feature Bagging for Outlier Detection". In: KDD (2005).
    • KDD (2005)
    • Lazarevic, A.1    Kumar2
  • 11
    • 0012220733 scopus 로고    scopus 로고
    • Spatial Databases: A Tour. Prentice Hall
    • S. C. Shashi Shekhar, "Spatial Databases: A Tour. Prentice Hall", 2003.
    • (2003)
    • Shashi Shekhar, S.C.1
  • 13
    • 2442514313 scopus 로고    scopus 로고
    • Neighborhood-based detection of anomalies in high-dimensional spatio-temporal sensor datasets
    • Nicosia, Cyprus
    • N. R. Adam, V. P. Janeja, and V. Atluri., "Neighborhood-based detection of anomalies in high-dimensional spatio-temporal sensor datasets". In Proceedings of the 2004 ACM symposium on Applied computing, Nicosia, Cyprus, 2004. pp. 576-583
    • (2004) Proceedings of the 2004 ACM symposium on Applied computing , pp. 576-583
    • Adam, N.R.1    Janeja, V.P.2    Atluri, V.3
  • 14
    • 0035179210 scopus 로고    scopus 로고
    • Detecting outliers in irregularly distributed spatial data sets by locally adaptive and robust statistical analysis and gis
    • H. Liu, K. C. Jezek, and M. E. O'Kelly, "Detecting outliers in irregularly distributed spatial data sets by locally adaptive and robust statistical analysis and gis". International Journal of Geographical Information Science, 15(8), 2001. pp.721-741.
    • (2001) International Journal of Geographical Information Science , vol.15 , Issue.8 , pp. 721-741
    • Liu, H.1    Jezek, K.C.2    O'Kelly, M.E.3
  • 17
    • 0034133513 scopus 로고    scopus 로고
    • Distance-Based Outlier: Algorithms and Applications
    • E. Knorr, R. Ng, and V. Tucakov, "Distance-Based Outlier: Algorithms and Applications," VLDB J., vol. 8, nos. 3-4 2000, pp. 237-253.
    • (2000) VLDB J , vol.8 , Issue.3-4 , pp. 237-253
    • Knorr, E.1    Ng, R.2    Tucakov, V.3
  • 24
    • 48649085164 scopus 로고    scopus 로고
    • Yufeng Kou, Chang-Tien Lu, Dos Santos, R.F. Spatial Outlier Detection: A Graph-Based Approach, ICTAI 2007, 1, 2007,pp.281 -288.
    • Yufeng Kou, Chang-Tien Lu, Dos Santos, R.F." Spatial Outlier Detection: A Graph-Based Approach", ICTAI 2007, Volume 1, 2007,pp.281 -288.
  • 25
    • 62949219123 scopus 로고    scopus 로고
    • E.M. Jordaan. Deployment of Robust Inferential Sensors, Irtdusrriol application of Supper Vector Machines for Regression, Ph. D. thesis. Eindhaven University of Technology, 2002.
    • E.M. Jordaan. Deployment of Robust Inferential Sensors, "Irtdusrriol application of Supper Vector Machines for Regression", Ph. D. thesis. Eindhaven University of Technology, 2002.
  • 27
    • 84864859588 scopus 로고    scopus 로고
    • Outlier Detection Using Replicator Neural Networks
    • Harkins, S., He, H., Williams, G., Baster, R., "Outlier Detection Using Replicator Neural Networks", DaWaK'02, 2002, pp. 170-180.
    • (2002) DaWaK'02 , pp. 170-180
    • Harkins, S.1    He, H.2    Williams, G.3    Baster, R.4
  • 28
    • 84878080825 scopus 로고    scopus 로고
    • 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.
    • (2006) IEEE Int'l Conference on Data Mining
    • Pei, Y.1    Zaiane, O.2    Gao, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.