Keywords: خوشه بندی مبتنی بر مدل; Finite mixture model; Manly transformation; Model-based clustering; Skewness; Classification;
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Keywords: خوشه بندی مبتنی بر مدل; Cardiorespiratory diseases; Electronic stethoscope; Adventitious lung sounds; Baseline wandering; Lung sound filtering; Time-frequency analysis; Model-based clustering;
Keywords: خوشه بندی مبتنی بر مدل; Semi-supervised clustering; Projection pursuit; Model-based clustering; Cross-entropy; Constrained Gaussian mixture model;
Keywords: خوشه بندی مبتنی بر مدل; Event sustainability; Festival; Triple bottom line; Sustainable transportation; Sustainable mobility; Model-based clustering; Finite mixture model;
Keywords: خوشه بندی مبتنی بر مدل; Evolutionary clustering; Multinomial distribution; Mixture model; Model-based clustering; Twitter data;
Keywords: خوشه بندی مبتنی بر مدل; Mixture of experts; Skew t distribution; EM algorithm; ECM algorithm; Non-linear regression; Model-based clustering;
Keywords: خوشه بندی مبتنی بر مدل; Semi-supervised clustering; Partition-level side information; Model-based clustering; Cross-entropy; Information bottleneck;
Keywords: خوشه بندی مبتنی بر مدل; Flexibility; Model-based clustering; Multivariate distribution; Skew-normal distribution; Skew-t distribution;
Keywords: خوشه بندی مبتنی بر مدل; Transit-oriented development (TOD); TOD typology; Transportation and land use planning; Latent class analysis; Model-based clustering;
Keywords: خوشه بندی مبتنی بر مدل; Model-based clustering; Multivariate normal inverse Gaussian distribution; mclust; Information metrics; Kolmogorov–Smirnov goodness of fit
Keywords: خوشه بندی مبتنی بر مدل; Constrained estimation; Factor analyzers modeling; Mixture models; Model-based clustering; Robust estimation;
Keywords: خوشه بندی مبتنی بر مدل; Dimension reduction; Generalized hyperbolic distribution; Mixture models; Model-based clustering; Model-based classification; Model-based discriminant analysis;
Keywords: خوشه بندی مبتنی بر مدل; Schizophrenias; White matter; Fractional anisotropy; Positive and negative symptoms; Biclusters; Generalized factorization; Non-negative Matrix Factorization; Model-based clustering; Consensus clustering; Fuzzy clustering; Possibilistic clustering; Relati
Keywords: خوشه بندی مبتنی بر مدل; Model-based clustering; Conditional logit; Multinomial logit; Co-clustering; Bi-clustering;
Keywords: خوشه بندی مبتنی بر مدل; Hydrochemistry; Bedrock groundwater quality; Model-based clustering; Normal (Gaussian) mixture model; Natural versus anthropogenic processes;
Keywords: خوشه بندی مبتنی بر مدل; Eigenvalue decomposition; EM-type algorithms; F-G algorithm; Integrated completed likelihood; Model-based clustering; Multivariate t mixture models;
Keywords: خوشه بندی مبتنی بر مدل; Multivariate functional data; Density approximation; Model-based clustering; Multivariate functional principal component analysis; EM-algorithm;
Keywords: خوشه بندی مبتنی بر مدل; Cluster-weighted model; Mixture models with random covariates; Model-based clustering; Multivariate t distribution;
Keywords: خوشه بندی مبتنی بر مدل; Model-based clustering; High-dimensional data; Dimension reduction; Regularization; Parsimonious models; Subspace clustering; Variable selection; Software; R package;
Keywords: خوشه بندی مبتنی بر مدل; Asymmetric Laplace; Dimension reduction; Mixture models; Model-based clustering;
Keywords: خوشه بندی مبتنی بر مدل; primary, 62H30; secondary, 68T10Decision boundary; Discriminant analysis; Hyperquadrics; Mixtures of regressions; Model-based clustering
Keywords: خوشه بندی مبتنی بر مدل; Discrete exponential families; Hierarchical models; Mixture models; Model-based clustering; Social networks; Stochastic block models
Learning-based EM clustering for data on the unit hypersphere with application to exoplanet data
Keywords: خوشه بندی مبتنی بر مدل; Clustering; EM algorithm; Model-based clustering; Directional data; Spherical data; Data on the unit hypersphere; von Mises-Fisher distributions;
Model-based biclustering of clickstream data
Keywords: خوشه بندی مبتنی بر مدل; Finite mixture model; Model-based clustering; Biclustering; Clickstream; Model selection
Robust mixture of experts modeling using the tt distribution
Keywords: خوشه بندی مبتنی بر مدل; Mixture of experts; tt distribution; EM algorithm; Robust modeling; Non-linear regression; Model-based clustering
mIMT-visHTS: A novel method for multiplexing isobaric mass tagged datasets with an accompanying visualization high throughput screening tool for protein profiling
Keywords: خوشه بندی مبتنی بر مدل; BIC; Bayesian information criterion; EM; Expectation maximization; IMT; isobaric mass tagging; TMT; tandem mass tag; GUI; graphical user interface; Bioinformatics; Model-based clustering; Macrophage differentiation; Proteomics;
Mixtures of skew-t factor analyzers
Keywords: خوشه بندی مبتنی بر مدل; Clustering; Factor analysis; High-dimensional data; Mixture models; Model-based clustering; MSTFA; Skewed mixtures; Skew-t mixtures;
MultiLCIRT: An R package for multidimensional latent class item response models
Keywords: خوشه بندی مبتنی بر مدل; EM algorithm; HADS data; Model-based clustering; NAEP data;
Parsimonious skew mixture models for model-based clustering and classification
Keywords: خوشه بندی مبتنی بر مدل; Eigenvalue decomposition; EM algorithm; GPCM; MCLUST; Mixture models; Model-based clustering; Skew-normal distribution; Skew-t distribution;
Using evolutionary algorithms for model-based clustering
Keywords: خوشه بندی مبتنی بر مدل; Cluster analysis; EM algorithm; Evolutionary algorithms; Finite mixture models; Model-based clustering
Funclust: A curves clustering method using functional random variables density approximation
Keywords: خوشه بندی مبتنی بر مدل; Functional data; Model-based clustering; Random variable density; Functional principal component analysis
On the distribution of posterior probabilities in finite mixture models with application in clustering
Keywords: خوشه بندی مبتنی بر مدل; 62H10; Model-based clustering; Multivariate Gaussian mixtures; Delta method; Distribution of posterior probabilities; Entropy; BIC; ICL;
Model-based clustering of high-dimensional data: Variable selection versus facet determination
Keywords: خوشه بندی مبتنی بر مدل; Model-based clustering; Facet determination; Variable selection; Latent tree models; Gaussian mixture models
Comparing exposure metrics for classifying ‘dangerous heat’ in heat wave and health warning systems
Keywords: خوشه بندی مبتنی بر مدل; Air mass; Heat wave; Heat health warning system; Model-based clustering; Temperature
Theoretical and practical considerations on the convergence properties of the Fisher-EM algorithm
Keywords: خوشه بندی مبتنی بر مدل; 62H30; 62F12; 62H12; 62H25High-dimensional data; Model-based clustering; Discriminative subspace; Fisher-EM algorithm; Convergence properties
Clustering gene expression time course data using mixtures of multivariate t-distributions
Keywords: خوشه بندی مبتنی بر مدل; Cholesky decomposition; Gene expression; Time course data; Mixture models; Model-based clustering; Multivariate t-distributions
Computational aspects of fitting mixture models via the expectation–maximization algorithm
Keywords: خوشه بندی مبتنی بر مدل; Convergence rate; Expectation–maximization algorithm; Hierarchical clustering; mclust; Model-based clustering; Multimodal likelihood
Maximum likelihood estimation of heterogeneous mixtures of Gaussian and uniform distributions
Keywords: خوشه بندی مبتنی بر مدل; Model-based clustering; Robustness; Identifiability; EM-algorithm; Hathaway constraints; Noise component
Maximum likelihood estimation of mixtures of factor analyzers
Keywords: خوشه بندی مبتنی بر مدل; Model-based clustering; Information matrix; Maximum likelihood
Model-based classification using latent Gaussian mixture models
Keywords: خوشه بندی مبتنی بر مدل; Classification; Factor analysis; Food authenticity; Mixture models; Model-based classification; Model-based clustering; Parsimonious Gaussian mixture models (PGMMs)
Some recent developments in cluster analysis
Keywords: خوشه بندی مبتنی بر مدل; Agglomerative clustering; Divisive clustering; k-Means; Model-based clustering; Time-constrained clustering; Unsupervised classification
Application of discriminant analysis with clustered data to determine anthropogenic metals contamination
Keywords: خوشه بندی مبتنی بر مدل; Cluster analysis; Discriminant analysis; Finite mixtures; Model-based clustering; Environmental site assessment; Metal contamination
Representing degree distributions, clustering, and homophily in social networks with latent cluster random effects models
Keywords: خوشه بندی مبتنی بر مدل; Bayesian inference; Latent variable; Markov chain Monte Carlo; Model-based clustering; Small world network; Scale-free network
Use of SVD-based probit transformation in clustering gene expression profiles
Keywords: خوشه بندی مبتنی بر مدل; Gene expression profiles; Model-based clustering; Probit transformation; Singular value decomposition
High-dimensional data clustering
Keywords: خوشه بندی مبتنی بر مدل; Model-based clustering; Subspace clustering; High-dimensional data; Gaussian mixture models; Parsimonious models
Clustering data with measurement errors
Keywords: خوشه بندی مبتنی بر مدل; Maximum likelihood; Model-based clustering; Time-series clustering; Markov chains clustering; Income data
Spatial analysis with preference specification of latent decision makers for criminal event prediction
Keywords: خوشه بندی مبتنی بر مدل; Spatial choice; Feature selection; Preference specification; Model-based clustering
Cluster analysis using multivariate normal mixture models to detect differential gene expression with microarray data
Keywords: خوشه بندی مبتنی بر مدل; BIC; Clustering; EM algorithm; Model-based clustering; Multivariate statistics; Test statistics
A predictive view of Bayesian clustering
Keywords: خوشه بندی مبتنی بر مدل; Density estimation; Dirichlet process; EM algorithm; Model-based clustering; Outlier detection; Product partition models; Species sampling models