| Ensemble of a subset of kNN classifiers |
15 |
| A computationally fast variable importance test for random forests for high-dimensional data |
13 |
| Ensemble feature selection for high dimensional data: a new method and a comparative study |
13 |
| A two-stage sparse logistic regression for optimal gene selection in high-dimensional microarray data classification |
12 |
| Greedy Gaussian segmentation of multivariate time series |
9 |
| Mutual information, phi-squared and model-based co-clustering for contingency tables |
6 |
| Non-symmetrical composite-based path modeling |
6 |
| Studying crime trends in the USA over the years 2000-2012 |
5 |
| Archetypal shapes based on landmarks and extension to handle missing data |
5 |
| Mixture model modal clustering |
5 |
| Unsupervised classification of children's bodies using currents |
4 |
| Variable selection in model-based clustering and discriminant analysis with a regularization approach |
4 |
| Robust and sparse k-means clustering for high-dimensional data |
4 |
| From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering |
3 |
| A data driven equivariant approach to constrained Gaussian mixture modeling |
3 |
| Eigenvalues and constraints in mixture modeling: geometric and computational issues |
3 |
| Signal classification with a point process distance on the space of persistence diagrams |
3 |
| Discovering patterns in time-varying graphs: a triclustering approach |
3 |
| Relating brand confusion to ad similarities and brand strengths through image data analysis and classification |
2 |
| Understanding non-linear modeling of measurement invariance in heterogeneous populations |
2 |
| Robust clustering for functional data based on trimming and constraints |
2 |
| Finite mixtures, projection pursuit and tensor rank: a triangulation |
2 |
| Unifying data units and models in (co-)clustering |
2 |
| Directional co-clustering |
2 |
| Convex clustering for binary data |
2 |
| A classification tree approach for the modeling of competing risks in discrete time |
2 |
| A Kendall correlation coefficient between functional data |
2 |
| Regression trees for detecting preference patterns from rank data |
1 |
| Generalised linear model trees with global additive effects |
1 |
| On support vector machines under a multiple-cost scenario |
1 |
| Investigating consumers' store-choice behavior via hierarchical variable selection |
1 |
| Clustering via finite nonparametric ICA mixture models |
1 |
| Finite mixture of regression models for censored data based on scale mixtures of normal distributions |
1 |
| A comparative study on large scale kernelized support vector machines |
1 |
| Assessing trimming methodologies for clustering linear regression data |
1 |
| Rank-based classifiers for extremely high-dimensional gene expression data |
1 |
| An efficient random forests algorithm for high dimensional data classification |
1 |
| Hierarchical clustering of asymmetric networks |
1 |
| Sparsest factor analysis for clustering variables: a matrix decomposition approach |
1 |
| Cluster-based sparse topical coding for topic mining and document clustering |
1 |
| Minimum distance method for directional data and outlier detection |
1 |
| Linear components of quadratic classifiers |
1 |
| Comparisons among several methods for handling missing data in principal component analysis (PCA) |
1 |
| Mixtures of restricted skew-t factor analyzers with common factor loadings |
1 |
| New distance measures for classifying X-ray astronomy data into stellar classes |
1 |
| Model-based approach for household clustering with mixed scale variables |
1 |
| Clusterwise analysis for multiblock component methods |
1 |
| Local generalized quadratic distance metrics: application to the k-nearest neighbors classifier |
1 |
| D-trace estimation of a precision matrix using adaptive Lasso penalties |
1 |
| A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction |
0 |
