-
1
-
-
21844510157
-
Fast very robust methods for detection of multiple outliers
-
Atkinson, A.C. (1994), 'Fast very robust methods for detection of multiple outliers', Journal of American Statistical Association, 89, 1329-1339.
-
(1994)
Journal of American Statistical Association
, vol.89
, pp. 1329-1339
-
-
Atkinson, A.C.1
-
2
-
-
0347920342
-
The grand tour method for detecting multivariate outliers
-
Bartkowiak, A. & Szustalewicz, A.(1997), 'The grand tour method for detecting multivariate outliers', Machine Graphics & Vision, 6, 487-505.
-
(1997)
Machine Graphics & Vision
, vol.6
, pp. 487-505
-
-
Bartkowiak, A.1
Szustalewicz, A.2
-
3
-
-
0001011286
-
Robust procedures in multivariate analysis I: Robust covariance estimation
-
1980
-
Cambell, N.A. (1980), 'Robust procedures in multivariate analysis I: Robust covariance estimation', Applied Statistics, 29, 231-237, 1980.
-
(1980)
Applied Statistics
, vol.29
, pp. 231-237
-
-
Cambell, N.A.1
-
4
-
-
0001987026
-
Robust procedures in multivariate analysis II: Robust canonical variate analysis
-
Cambell, N.A. (1982), 'Robust procedures in multivariate analysis II: Robust canonical variate analysis', Applied Statistics, 31, 1-8.
-
(1982)
Applied Statistics
, vol.31
, pp. 1-8
-
-
Cambell, N.A.1
-
5
-
-
0000789842
-
Asymptotic behavior of S-estimators of multivariate location parameters and dispersion matrices
-
Davies, P.L. (1987), 'Asymptotic behavior of S-estimators of multivariate location parameters and dispersion matrices', The Annals of Statistics, 15, 1269-1292.
-
(1987)
The Annals of Statistics
, vol.15
, pp. 1269-1292
-
-
Davies, P.L.1
-
6
-
-
84950884569
-
Robust estimation of dispersion matrices and principal components
-
Devlin, S.J., Gnanadesikan, R. & Kettenring, J.R. (1981), 'Robust estimation of dispersion matrices and principal components', Journal of American Statistical Association, 76, 354-362.
-
(1981)
Journal of American Statistical Association
, vol.76
, pp. 354-362
-
-
Devlin, S.J.1
Gnanadesikan, R.2
Kettenring, J.R.3
-
8
-
-
21144473392
-
Unmasking outliers and leverage points: A confirmation
-
Fung, W.K. (1993), 'Unmasking outliers and leverage points: A confirmation', Journal of American Statistical Association, 88, 515-519.
-
(1993)
Journal of American Statistical Association
, vol.88
, pp. 515-519
-
-
Fung, W.K.1
-
9
-
-
0001556356
-
Identifying multiple outliers in multivariate data
-
Hadi, A.S. (1992), 'Identifying multiple outliers in multivariate data', Journal of Royal Statistical Society, Ser. B, 54, 761-771.
-
(1992)
Journal of Royal Statistical Society, Ser. B
, vol.54
, pp. 761-771
-
-
Hadi, A.S.1
-
10
-
-
21344485226
-
Procedures for the identification of multiple outliers in linear Models
-
Hadi, A.S. and Simonoff, J.S. (1993), 'Procedures for the identification of multiple outliers in linear Models', Journal of American Statistical Association, 88, 1264-1272.
-
(1993)
Journal of American Statistical Association
, vol.88
, pp. 1264-1272
-
-
Hadi, A.S.1
Simonoff, J.S.2
-
11
-
-
0004277402
-
-
New York, John Wiley
-
Hampel, F.R., Ronchetti, E.M., Roussecuw, P.J., and Stahel, W.A. (1986), Robust Statistics, New York, John Wiley.
-
(1986)
Robust Statistics
-
-
Hampel, F.R.1
Ronchetti, E.M.2
Roussecuw, P.J.3
Stahel, W.A.4
-
13
-
-
0041667192
-
A feasible solution algorithm for the minimum volume ellipsoid estimators
-
Hawkins, D.M.(1993), 'A feasible solution algorithm for the minimum volume ellipsoid estimators', Computational Statistics, 9, 95-107.
-
(1993)
Computational Statistics
, vol.9
, pp. 95-107
-
-
Hawkins, D.M.1
-
14
-
-
0000559699
-
The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data
-
Hawkins, D.M. (1994), 'The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data, Computational Statistics and Data Analysis, 17, 197-210.
-
(1994)
Computational Statistics and Data Analysis
, vol.17
, pp. 197-210
-
-
Hawkins, D.M.1
-
15
-
-
0021482113
-
Location of several outliers in multiple regression using elemental subsets
-
Hawkins, D.M., Bradu, D. and Kass, G.V. (1984), 'Location of several outliers in multiple regression using elemental subsets, Technometrics, 26, 197-208.
-
(1984)
Technometrics
, vol.26
, pp. 197-208
-
-
Hawkins, D.M.1
Bradu, D.2
Kass, G.V.3
-
17
-
-
13844291291
-
-
Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No. 82, D.Sc.(Tech) Thesis, Helsinki University of Technology, Finland
-
Kaski, S. (1997), Data exploration using self-organizing maps. Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No. 82, D.Sc.(Tech) Thesis, Helsinki University of Technology, Finland.
-
(1997)
Data Exploration Using Self-organizing Maps
-
-
Kaski, S.1
-
19
-
-
0025489075
-
The Self organizing maps
-
Kohonen. T. (1990), 'The Self organizing maps', Proceeding of the IEEE, 78(9), 1464-1480.
-
(1990)
Proceeding of the IEEE
, vol.78
, Issue.9
, pp. 1464-1480
-
-
Kohonen, T.1
-
21
-
-
0010543609
-
Visualizing the clusters on the self-organizing map
-
Eds. C.Carlsson, T.Järvi and T.Reponen, Finnish Artificial Intelligence Society, Helsinki, Finland
-
livarinen, J., Kohonen, T., Kangas, J., and Kaski, S.(1994), 'Visualizing the clusters on the self-organizing map', Proceedings of the Conference on Artificial Intelligence Research in Finland, Eds. C.Carlsson, T.Järvi and T.Reponen, Finnish Artificial Intelligence Society, Helsinki, Finland, 122-126.
-
(1994)
Proceedings of the Conference on Artificial Intelligence Research in Finland
, pp. 122-126
-
-
Livarinen, J.1
Kohonen, T.2
Kangas, J.3
Kaski, S.4
-
22
-
-
0001055108
-
Breakdown point of affine equivariant estimators of multivariate location and covariance matrices
-
Lopuhaä, H.P., and Rousseeuw, P.J. (1989), 'Breakdown point of affine equivariant estimators of multivariate location and covariance matrices', The Annals of Statistics, 17, 1662-1683.
-
(1989)
The Annals of Statistics
, vol.17
, pp. 1662-1683
-
-
Lopuhaä, H.P.1
Rousseeuw, P.J.2
-
23
-
-
0002063041
-
Robust M-estimators of multivariate location and scatter
-
Maronna, R.A. (1976),'Robust M-estimators of multivariate location and scatter', The Annals of Statistics, 4, 51-67.
-
(1976)
The Annals of Statistics
, vol.4
, pp. 51-67
-
-
Maronna, R.A.1
-
24
-
-
84858912284
-
Learning metrics for visualizing gene functional similarities
-
(Eds. Pekka Ala-Siuru and Samuel Kaski). The 10th Finnish Artificial Intelligence Conference. Oulu. Finland
-
Oja, M., Nikkilä, J., Törönen, P., Castrén, E. and Kaski, S (2002), 'Learning metrics for visualizing gene functional similarities', STeP 2002 - Intelligence, The Art of Natural and Artificial (Eds. Pekka Ala-Siuru and Samuel Kaski). The 10th Finnish Artificial Intelligence Conference. Oulu. Finland, 31-40.
-
(2002)
STeP 2002 - Intelligence, the Art of Natural and Artificial
, pp. 31-40
-
-
Oja, M.1
Nikkilä, J.2
Törönen, P.3
Castrén, E.4
Kaski, S.5
-
25
-
-
0002961288
-
On the stationary state of Kohonen's selforganizing sensory mapping
-
Ritter, H. And Schulten, K. (1986), 'On the stationary state of Kohonen's selforganizing sensory mapping', Biological Cybernetics, 54, 99-106.
-
(1986)
Biological Cybernetics
, vol.54
, pp. 99-106
-
-
Ritter, H.1
Schulten, K.2
-
26
-
-
34250092740
-
Convergence properties of Kohonen's topology conserving maps: Fluctuations, stability and dimension selection
-
Ritter, H. And Schulten, K. (1989), 'Convergence properties of Kohonen's topology conserving maps: Fluctuations, stability and dimension selection', Biological Cybernatics, 69, 59-71.
-
(1989)
Biological Cybernatics
, vol.69
, pp. 59-71
-
-
Ritter, H.1
Schulten, K.2
-
27
-
-
0030500928
-
Robustness properties of S-estimators of multivariate location and shape in high dimension
-
Rocke, D.M. (1996), 'Robustness properties of S-estimators of multivariate location and shape in high dimension', The Annals of Statistics, 24, 1327-1345.
-
(1996)
The Annals of Statistics
, vol.24
, pp. 1327-1345
-
-
Rocke, D.M.1
-
28
-
-
0030344143
-
Identification of outliers in multivariate data
-
Rocke, D.M. and Woodruff, D.L. (1996),'Identification of outliers in multivariate data', Journal of American Statistical Association, 91, 1047-1061.
-
(1996)
Journal of American Statistical Association
, vol.91
, pp. 1047-1061
-
-
Rocke, D.M.1
Woodruff, D.L.2
-
29
-
-
0002564033
-
-
eds. W. Grossman, G. Pflug, I. Vincze and W.Werz, Dordrecht: Reidel
-
Rousseeuw, P.J. (1985), Multivariate estimation with high breakdown point, Mathematical Statistics and Applications, Volume B, eds. W. Grossman, G. Pflug, I. Vincze and W.Werz, Dordrecht: Reidel.
-
(1985)
Multivariate Estimation with High Breakdown Point, Mathematical Statistics and Applications, Volume B
, vol.B
-
-
Rousseeuw, P.J.1
-
31
-
-
84950439147
-
Unmasking multivariate outliers and leverage points (with discussion)
-
Rousseeuw, P.J. and van Zomeren, B.C. (1990), 'Unmasking multivariate outliers and leverage points (with discussion)', Journal of American Statistical Association, 85, 633-651.
-
(1990)
Journal of American Statistical Association
, vol.85
, pp. 633-651
-
-
Rousseeuw, P.J.1
Van Zomeren, B.C.2
-
32
-
-
0001092634
-
Computing S-estimators for regression and multivariate location/dispersion
-
Ruppert, D. (1992), 'Computing S-estimators for regression and multivariate location/dispersion', Journal of Computational and Graphical Statistics, 1, 253-270.
-
(1992)
Journal of Computational and Graphical Statistics
, vol.1
, pp. 253-270
-
-
Ruppert, D.1
-
33
-
-
0010866537
-
Some results on the existence, uniqueness and computation of the M-estimates of multivariate location and scatter
-
Tyler, D.E. (1988), 'Some results on the existence, uniqueness and computation of the M-estimates of multivariate location and scatter', SIAM Journal on Scientific and Statistical Computing, 9, 354-362.
-
(1988)
SIAM Journal on Scientific and Statistical Computing
, vol.9
, pp. 354-362
-
-
Tyler, D.E.1
-
34
-
-
0004151603
-
Some issues in the robust estimation of multivariate location and scatter
-
eds. W. Stahel and S. Weisberg, New York: Springer-Verlag
-
Tyler, D.E. (1991), 'Some issues in the robust estimation of multivariate location and scatter', Directions in Robust Statistics and Diagnostics Part II, eds. W. Stahel and S. Weisberg, New York: Springer-Verlag.
-
(1991)
Directions in Robust Statistics and Diagnostics Part II
-
-
Tyler, D.E.1
-
35
-
-
0002535204
-
Self-organizing neural networks for visualisation and classification
-
Dortmund, April 1992
-
Ultsch, A. (1992), 'Self-organizing neural networks for visualisation and classification', Proc. Conf. Soc. for Information and Classification, Dortmund, April 1992.
-
(1992)
Proc. Conf. Soc. for Information and Classification
-
-
Ultsch, A.1
-
36
-
-
0002535204
-
Self-organizing neural networks for visualization and classification
-
eds. O.Opitz, B.Lausen and R.Klar, Springer-Verlag, Berlin
-
Ultsch, A. (1993), 'Self-organizing neural networks for visualization and classification', Information and Classification, eds. O.Opitz, B.Lausen and R.Klar, Springer-Verlag, Berlin, 307-313.
-
(1993)
Information and Classification
, pp. 307-313
-
-
Ultsch, A.1
-
37
-
-
0002102675
-
Heuristic search algorithms for the minimum volume ellipsoid
-
Woodruff, D.L. and Rocke, D.M. (1993), 'Heuristic search algorithms for the minimum volume ellipsoid', Journal of Computational and Graphical Statistics, 2, 69-95.
-
(1993)
Journal of Computational and Graphical Statistics
, vol.2
, pp. 69-95
-
-
Woodruff, D.L.1
Rocke, D.M.2
-
38
-
-
21844492457
-
Computable robust estimation of multivariate location and shape in high dimension using compound estimators
-
Woodruff, D.L. and Rocke, D.M. (1994), 'Computable robust estimation of multivariate location and shape in high dimension using compound estimators', Journal of American Statistical Association, 89, 888-896.
-
(1994)
Journal of American Statistical Association
, vol.89
, pp. 888-896
-
-
Woodruff, D.L.1
Rocke, D.M.2
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