Detection of outliers and robust estimation using fuzzy clustering

[1]  Herbert Robbins,et al.  Mixture of Distributions , 1948 .

[2]  F. E. Grubbs Sample Criteria for Testing Outlying Observations , 1950 .

[3]  W. J. Dixon,et al.  Processing Data for Outliers , 1953 .

[4]  H. A. David,et al.  THE DISTRIBUTION OF THE RATIO, IN A SINGLE NORMAL SAMPLE, OF RANGE TO STANDARD DEVIATION , 1954 .

[5]  F. J. Anscombe,et al.  Rejection of Outliers , 1960 .

[6]  S. Bhuchongkul,et al.  A Class of Nonparametric Tests for Independence in Bivariate Populations , 1964 .

[7]  E. Lehmann Some Concepts of Dependence , 1966 .

[8]  F. J. Anscombe,et al.  Treatment of outliers in samples of size three , 1966 .

[9]  P. Sen,et al.  Theory of rank tests , 1969 .

[10]  F. E. Grubbs Procedures for Detecting Outlying Observations in Samples , 1969 .

[11]  N. E. Day Estimating the components of a mixture of normal distributions , 1969 .

[12]  D. F. Andrews,et al.  PLOTS OF HIGH-DIMENSIONAL DATA , 1972 .

[13]  R. H. Moore,et al.  Some Grubbs-Type Statistics for the Detection of Several Outliers , 1972 .

[14]  James C. Bezdek,et al.  Fuzzy mathematics in pattern classification , 1973 .

[15]  Bernard Rosner,et al.  On the Detection of Many Outliers , 1975 .

[16]  Douglas M. Hawkins Identification of Outliers , 1980, Monographs on Applied Probability and Statistics.

[17]  M. Aitkin,et al.  Mixture Models, Outliers, and the EM Algorithm , 1980 .

[18]  James C. Bezdek,et al.  Pattern Recognition with Fuzzy Objective Function Algorithms , 1981, Advanced Applications in Pattern Recognition.

[19]  Jeffrey S. Simonoff,et al.  A comparison of robust methods and detection of outliers techniques when estimating a location parameter , 1984 .

[20]  Moti Lal Tiku,et al.  Robust Inference , 1986 .

[21]  Wing K. Fung,et al.  A New Graphical Method for Detecting Single and Multiple Outliers in Univariate and Multivariate Data , 1987 .

[22]  Peter J. Rousseeuw,et al.  Robust regression and outlier detection , 1987 .

[23]  Isak Gath,et al.  Fuzzy clustering for the estimation of the parameters of the components of mixtures of normal distributions , 1989, Pattern Recognit. Lett..

[24]  Isak Gath,et al.  Unsupervised Optimal Fuzzy Clustering , 1989, IEEE Trans. Pattern Anal. Mach. Intell..