Keywords: Fuzzy clustering; Mode seeking; Random geometric graph; Random walk; 62H30; 05C80; 05C81;
مقالات ISI (ترجمه نشده)
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Keywords: 62H30; 68T99; Hierarchical clustering; Non-uniqueness; Proximity measure; Computational cost; Uncertainty;
Keywords: Bayes theory; Binary classification; Parametric linear discriminant; Accuracy criterion; Minimax probability machine; 62C10; 62C20; 62H30; 68T05;
Keywords: 62H30; Cluster analysis; Matrix transformation; Mixture model; Skewness;
Keywords: Data clustering; Clustering ensemble; Hedonic game; Nash stability; Evidence accumulation; 62H30; 91A12; 91A80;
Keywords: 62H30; Fisher consistency; Multicategory classification; Robustness; SVM; Weighted learning;
Keywords: Convex clustering; Alternating Direction Method of Multipliers; Metric learning; Unsupervised learning; 62H30; 90C25; 68T10;
Keywords: ELF; extremely low frequency; AC; alternating current; TCO; tjänstemännens centralorganisation; ICNIRP; international commission on non-ionizing radiation protection; IEEE; institute of electrical and electronic engineers; CPU; central processing unit;
Keywords: Kernels; Classification; Localized approximation; Adaptivity; scattered data; 65D05; 62H30; 68T05;
Support vector machine and its bias correction in high-dimension, low-sample-size settings
Keywords: primary; 62H30; secondary; 62G20; Distance-based classifier; HDLSS; Imbalanced data; Large p small n; Multiclass classification;
Keywords: 62H30; 94A17; Feature selection; Mutual information; Entropy;
Keywords: Clustering; Frequency range; Laptop; Magnetic field radiation; TCO; 78A25; 62H30; 80M50;
Keywords: 55U10; 05E45; 62H30; 28D20; Piecewise linear functions; Noisy signals; Persistent homology; Persistent entropy; Supervised classification;
Keywords: CUBT; Unsupervised learning; Clustering; Binary decision trees; Nominal data; Mutual information; Entropy; 62H30; 68T10;
Keywords: Distribution-valued data; Wasserstein distance; Fuzzy clustering; Relevance weights; Adaptive distances; 62H30; 62H86; 62A86;
Keywords: Pedestrian detection; Moving object segmentation; Pedestrian classification; Difference of Gaussian; Local directional pattern; Quantization; Structure elements descriptor; Rotation and scale invariant descriptor; Infrared imagery; SVM classification; 68U
Keywords: 62H30; 62H35; Functional data; Identifiability; Interpoint distance; Shape analysis; Volume function;
Keywords: primary; 46N30; secondary; 62H30; Maximum likelihood estimator; Method of moments estimator; Measurement error; Laplace additive error; Uniform distribution;
Keywords: Dimensionality reduction; Gaussian mixture model; Fisher’s subspace; Principal component analysis62H25; 62H30
Keywords: 62H25; 62H30; 65C60Clustering; Data reduction; ECM algorithm; Factor analyzer; rMSN distribution; Skewness
Keywords: 60G15; 62H30; 62P99; 68-04Bootstrap; Data depth; Functional data; Robust estimate; Shape outlier detection
Keywords: primary; 62G35; secondary; 62H30; Cluster analysis; Invariant coordinate selection; Projection pursuit; Robust scatter matrices; Location measures; Multivariate mixture model;
Keywords: 62H30; 62H25; 62J05Variable selection; Classification; Regression; Principal components
Keywords: Clustering; Confusion matrix; Extremely low frequency; Laptop; Magnetic field radiation; Measurement78A25; 62H30; 80M50
Keywords: 62H30; 68T10; 90C26; 90C27; 91C20; 47N10Clustering; Data mining; Cluster separability; Separability balls
Keywords: 62H30; 62E20; 62H10; 62H12High-dimensional framework; Conditional error rate; Expected error rate
Keywords: primary; 62H30; secondary; 62H25; Location mixtures; Principal points; Projection pursuit; Skewness; Skew-normal distribution; Spherical distribution;
Keywords: 62H12; 62H30; 62F35; 62G35Central space; Ellipticity; Multivariate median; Sliced inverse regression
Keywords: 62N01; 62N02; 62H30; 62P10; Clustering; Quantization; Random censoring; k-means; Kaplan-Meier estimator;
Keywords: 62B05; 62F12; 62H12; 62H30; 62H35Sufficient dimension reduction; Sliced inverse regression; Central subspace; Central dimension folding subspace; Tensor data; Tensor decomposition
Keywords: 62H30; 62E20; 62F12Boosting; Classification; Efficiency; Error rate; LDA; Logistic regression; Mislabeling; Robustness; SVM
Keywords: primary; 62H30; 62N02; secondary; 62F12; Clustered survival time; EM algorithm; ES algorithm; Estimating equations; Marginal method; Mixture cure model;
Keywords: 62H30; 62H12; 62E20Asymptotic optimality; High dimension and large sample; Linear discriminant analysis; Misclassification error; Multivariate normal; Second-order approximation; Variable selection
Keywords: 62H30; 62F10; 62F12Gaussian mixture; Maximum likelihood; Spurious local maximizer; Unbounded likelihood
Accuracy of regularized D-rule for binary classification
Keywords: 62H30; 62H99; Classification; High dimensional data; Linear shrinkage covariance matrix estimator; Random matrix theory; Regularized D-rule;
A U-classifier for high-dimensional data under non-normality
Keywords: 62H30; Bias-adjusted classifier; High-dimensional classification; U-statistics;
k-means clustering with outlier removal
Keywords: Data clustering; k-means; Outlier detection; 62H30; 68T10; 91C20; 62P10;
An LP-based k-means algorithm for balancing weighted point sets
Keywords: Linear programming; Data mining; Clustering; k-Means; Weight-balancing; 62H30; 90C90; 68Q32; 90C05; 52B12;
Voronoï region-based adaptive unsupervised color image segmentation
Keywords: 05B45; 62H30; 54E05; 68T10; Voronoï regions; Adaptive unsupervised clustering; Cluster proximity; Image segmentation;
Stochastic dominance and statistical preference for random variables coupled by an Archimedean copula or by the Fr e ´ chet-Hoeffding upper bound
Keywords: 60E15; 62H30; Stochastic dominance; Statistical preference; Archimedean copula; Comonotone random variables; Countermonotone random variables;
A modified area under the ROC curve and its application to marker selection and classification
Keywords: 62H30; 62P10ROC curve; AUC; mAUC; pAUC; Marker selection; Classification
A statistical view of clustering performance through the theory of UU-processes
Keywords: 62H30; 68Q32Cluster analysis; Pairwise dissimilarity; UU-process; Empirical risk minimization; Fast rates; Minimax lower bound; Median clustering
Bayes classifiers of three-dimensional rotations and the sphere with symmetries
Keywords: 62H30; 62H11Bayes classifier; Spherical symmetry; Statistics on manifolds
High-dimensional AIC in the growth curve model
Keywords: primary; 62H12; secondary; 62H30; AIC; HAIC; Asymptotic distributions; High-dimensional criteria; Growth curve model;
An optimal classification rule for multiple interval-screened scale mixture of normal populations
Keywords: 62H30; 60E05; Classification analysis; MCEM algorithm; Screened scale mixture of normal distribution; Optimal rule;
Comparison of binary discrimination methods for high dimension low sample size data
Keywords: primary; 62H30; secondary; 62E20; Asymptotic analysis; Binary discrimination; High dimensional data; Machine learning;
The multivariate Watson distribution: Maximum-likelihood estimation and other aspects
Keywords: 62F10; 62H11; 62H30; 65H99; 33C15Watson distribution; Kummer function; Confluent hypergeometric; Directional statistics; Diametrical clustering; Special function; Hypergeometric identities
Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
Keywords: 60F99; 62H30; 68T10; 68W25Nyström approximation; Kernel Gram matrix; Spectrum decomposition; Asymptotic error bound; Wishart random matrix
Strong consistency of k-parameters clustering
Keywords: primary; 62H30; secondary; 62F12; Cluster analysis; Classification models; Elliptical models; Maximum likelihood estimation; Strong consistency;
Asymptotic expansion and estimation of EPMC for linear classification rules in high dimension
Keywords: 62H30; 62H12; 62E20High dimension; Inverted Wishart distribution; Linear discriminant analysis; Misclassification error; Multivariate normal; Ridge-type estimation; Second-order approximation; Wishart identity