An Efficient Algorithm for Distributed Outlier Detection in Large Multi-Dimensional Datasets

Author:

Wang Xi-Te,Shen De-Rong,Bai Mei,Nie Tie-Zheng,Kou Yue,Yu Ge

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Computer Science Applications,Hardware and Architecture,Theoretical Computer Science,Software

Reference27 articles.

1. Hawkins D M. Identification of Outliers. Springer, 1980.

2. Barnett V, Lewis T. Outliers in Statistical Data. Wiley New York, 1994.

3. Rousseeuw P J, Leroy A M. Robust Regression and Outlier Detection. John Wiley & Sons, 2003.

4. Knorr E M, Ng R T. Algorithms for mining distancebased outliers in large datasets. In Proc. the 24th International Conference on Very Large Data Bases, August 1998, pp. 392-403.

5. Ramaswamy S, Rastogi R, Shim K. Efficient algorithms for mining outliers from large data sets. ACM SIGMOD Record, 2000, 29(2): 427–438.

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