Found 133 Documents (Results 1–100)
Refining invariant coordinate selection via local projection pursuit. (English) Zbl 07914295
Yi, Mengxi (ed.) et al., Robust and multivariate statistical methods. Festschrift in honor of David E. Tyler. Cham: Springer. 121-136 (2023).
Projection-based techniques for high-dimensional optimal transport problems. (English) Zbl 07910635
MSC:
62-08
A computational perspective on projection pursuit in high dimensions: feasible or infeasible feature extraction. (English) Zbl 07779061
The state-of-the-art on tours for dynamic visualization of high-dimensional data. (English) Zbl 07910979
MSC:
62-08
Modal clustering on PPGMMGA projection subspace. (English) Zbl 1521.62102
MSC:
62H30
Re-thinking high-dimensional mathematical statistics. Abstracts from the workshop held May 15–21, 2022. (English) Zbl 1519.00015
Hole or grain? A section pursuit index for finding hidden structure in multiple dimensions. (English) Zbl 07633204
MSC:
62-XX
An asymptotic thin shell condition and large deviations for random multidimensional projections. (English) Zbl 1480.60061
Advance of the sufficient dimension reduction. (English) Zbl 07910740
MSC:
62-08
REPPlab: an R package for detecting clusters and outliers using exploratory projection pursuit. (English) Zbl 1497.62007
A projection pursuit forest algorithm for supervised classification. (English) Zbl 07499944
MSC:
62-XX
Simultaneous non-Gaussian component analysis (SING) for data integration in neuroimaging. (English) Zbl 1478.62341
Geodesic projection of the von Mises-Fisher distribution for projection pursuit of directional data. (English) Zbl 1471.62366
Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics. (English) Zbl 1505.62236
MSC:
62-08
Data projections by skewness maximization under scale mixtures of skew-normal vectors. (English) Zbl 1459.62075
Projection pursuit based on Gaussian mixtures and evolutionary algorithms. (English) Zbl 07499031
MSC:
62-XX
Guided projections for analyzing the structure of high-dimensional data. (English) Zbl 07498988
MSC:
62-XX
On the use of independent component analysis to denoise side-channel measurements. (English) Zbl 1450.94039
Fan, Junfeng (ed.) et al., Constructive side-channel analysis and secure design. 9th international workshop, COSADE 2018, Singapore, April 23–24, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10815, 61-81 (2018).
MSC:
94A60
Statistical inference for structured high-dimensional models. Abstracts from the workshop held March 11–17, 2018. (English) Zbl 1409.00096
Detection of influential points as a byproduct of resampling-based variable selection procedures. (English) Zbl 1466.62054
MSC:
62-08
Independent subspace analysis of the sea surface temperature variability: non-Gaussian sources and sensitivity to sampling and dimensionality. (English) Zbl 1373.93311
Approximation by sums of ridge functions with fixed directions. (English. Russian original) Zbl 1372.41009
St. Petersbg. Math. J. 28, No. 6, 741-772 (2017); translation from Algebra Anal. 28, No. 6, 20-69 (2016).
MSC:
41A30
An affine equivariant multivariate normal score transform for compositional data. (English) Zbl 1365.86028
MSC:
86A32
The role of statisticians: past, present, and future. (Japanese. English summary) Zbl 07387526
MSC:
62-XX
Combining linear dimension reduction subspaces. (English) Zbl 1359.62280
Agostinelli, Claudio (ed.) et al., Recent advances in robust statistics: theory and applications. Based on the presentations at the international conference on robust statistics, ICORS, Kolkata, India, January 12–16, 2015. New Delhi: Springer (ISBN 978-81-322-3641-2/hbk; 978-81-322-3643-6/ebook). 131-149 (2016).
The use of a common location measure in the invariant coordinate selection and projection pursuit. (English) Zbl 1348.62184
Bayesian visual analytics: BaVA. (English) Zbl 07260420
Probabilistic auto-associative models and semi-linear PCA. (English) Zbl 1414.62016
MSC:
62-07
62H25
Using visual statistical inference to better understand random class separations in high dimension, low sample size data. (English) Zbl 1317.65046
An exploratory data analysis of the temperature fluctuations in a spreading fire. (English) Zbl 1525.62081
MSC:
62P12
Estimating composite functions by model selection. (English. French summary) Zbl 1281.62093
Image grand tour. (English) Zbl 1540.62017
MSC:
62-08
Detecting clusters in the data from variance decompositions of its projections. (English) Zbl 1360.62366
Computationally easy outlier detection via projection pursuit with finitely many directions. (English) Zbl 1297.62145
Fisher information matrix: a tool for dimension reduction, projection pursuit, independent component analysis, and more. (English. French summary) Zbl 1349.62300
PMOG: The projected mixture of Gaussians model with application to blind source separation. (English) Zbl 1239.62070
Analysis and prediction of hazard risks caused by tropical cyclones in southern China with fuzzy mathematical and grey models. (English) Zbl 1236.86014
A method for visual identification of small sample subgroups and potential biomarkers. (English) Zbl 1228.62149
Modeling multivariate time series on manifolds with skew radial basis functions. (English) Zbl 1210.68129
Detecting multivariate outliers using projection pursuit with particle swarm optimization. (English) Zbl 1436.62306
Lechevallier, Yves (ed.) et al., Proceedings of COMPSTAT’2010. 19th international conference on computational statistics, Paris, France, August 22–27, 2010. Keynote, invited and contributed papers. Heidelberg: Physica Verlag. 89-98 (2010).
Prediction of multivariate responses with a selected number of principal components. (English) Zbl 1284.62355
DIPKIP: a connectionist knowledge management system to identify knowledge deficits in practical cases. (English) Zbl 1235.68226
MSC:
68T30
Genetic algorithms and particle swarm optimization for exploratory projection pursuit. (English) Zbl 1231.62001
Eigenvectors of a kurtosis matrix as interesting directions to reveal cluster structure. (English) Zbl 1203.62114
Normality-based validation for crisp clustering. (English) Zbl 1187.68468
MSC:
68T10
The application of a two-step AI model to an automated pneumatic drilling process. (English) Zbl 1192.68721
Classification and characterization of gene expression data with generalized eigenvalues. (English) Zbl 1182.92034
On depth measures and dual statistics. A methodology for dealing with general data. (English) Zbl 1163.62039
J. Multivariate Anal. 100, No. 4, 753-766 (2009); corrigendum ibid. 112, 256 (2012).
The effect of outliers in independent component analysis. (English) Zbl 1175.62058
MSC:
62H25
65C60
Pair-perturbation influence functions of nongaussianity by projection pursuit. (English) Zbl 1452.62450
Selection of variables in cluster analysis: An empirical comparison of eight procedures. (English) Zbl 1143.62327
A projection pursuit algorithm for anomaly detection in hyperspectral imagery. (English) Zbl 1154.68325
Kernel methods in machine learning. (English) Zbl 1151.30007
Reviewer: Miloš Čanak (Beograd)
A new algorithm of non-Gaussian component analysis with radial kernel functions. (English) Zbl 1147.62349
A genetic fuzzy analytical hierarchy process based projection pursuit method for selecting schemes of water transportation projects. (English) Zbl 1203.76115
MSC:
76M25
86A05
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