Keywords: یادگیری فاصله متریک; Content-based image retrieval; Distance metric learning; Cost sensitive learning; Classification performance; Misclassification cost; Class imbalance;
مقالات ISI یادگیری فاصله متریک (ترجمه نشده)
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Keywords: یادگیری فاصله متریک; Distance metric learning; Nearest neighbor; Linear transformation; DC programming;
Keywords: یادگیری فاصله متریک; Distance metric learning; Locality constraint; Kernel regression; Traffic congestion analysis;
Keywords: یادگیری فاصله متریک; Ordinal classification; Ordinal regression; Distance metric learning; Nearest neighbor; Semidefinite programming;
Keywords: یادگیری فاصله متریک; Face recognition; Convolutional neural networks; Facial occlusions; Distance metric learning;
Keywords: یادگیری فاصله متریک; Distance metric learning; Nearest neighbor; Linear transformation; Jeffrey divergence;
Keywords: یادگیری فاصله متریک; Distance metric learning; Nearest neighbor classification; Margin distribution; Generalization performance
Keywords: یادگیری فاصله متریک; Distance metric learning; Cross-domain gaits; Nonlinear coupled mappings (NCMs); Gait recognition;
Keywords: یادگیری فاصله متریک; Fuzzy clustering; Soft subspace clustering; Composite kernel space; Distance metric learning
Keywords: یادگیری فاصله متریک; Face recognition; Distance metric learning; Set-based matching; Intelligent surveillance
Keywords: یادگیری فاصله متریک; Thin Plate Spline; Distance metric method; Pain detection; Pain intensity level detection; Support Vector Machine; Facial feature descriptors; Distance metric learning; Feature extraction
Keywords: یادگیری فاصله متریک; Distance metric learning; Clustering; Neighborhood component analysis; Dimensionality reduction
Keywords: یادگیری فاصله متریک; Visual tracking; Distance metric learning; Weighted histogram representations; Particle filters
Keywords: یادگیری فاصله متریک; Value difference metric; Distance metric learning; Distance-based learning algorithms; Local learning; Decision tree learning
Keywords: یادگیری فاصله متریک; Distance metric learning; Empirical risk minimization; Smooth approximation; Nesterov's optimal first-order method
Nonlinear metric learning for kNN and SVMs through geometric transformations
Keywords: یادگیری فاصله متریک; Distance metric learning; Nonlinear transformations; Thin-plate splines; Nearest neighbor; SVMs;
Bayesian distance metric learning for discriminative fuzzy c-means clustering
Keywords: یادگیری فاصله متریک; Distance metric learning; Fuzzy clustering; Unsupervised learning; Probabilistic graphical models; Bayesian inference; Markov chain monte carlo;
Multi-view metric learning based on KL-divergence for similarity measurement
Keywords: یادگیری فاصله متریک; Multi-view metric learning; KL-divergence; Distance metric learning; Multi-view features;
Large-scale distance metric learning for k-nearest neighbors regression
Keywords: یادگیری فاصله متریک; Nearest neighbor; Distance metric learning; Regression; Quadratic programming;
Research ArticleMulti-instance multi-label distance metric learning for genome-wide protein function prediction
Keywords: یادگیری فاصله متریک; Protein function prediction; Genome wide; Distance metric learning; Machine learning; Multi-instance multi-label learning;
CLE_LMNN: A novel framework of LMNN based on clustering labeled examples
Keywords: یادگیری فاصله متریک; Distance metric learning; Classification; Clustering
Bagging-like metric learning for support vector regression
Keywords: یادگیری فاصله متریک; Distance metric learning; Support vector regression; Ensemble learning; Bagging; Distance-based kernel
Facial age estimation based on label-sensitive learning and age-oriented regression
Keywords: یادگیری فاصله متریک; Machine learning; Pattern recognition; Manifold learning; Dimensionality reduction; Distance metric learning; Local regression; Age estimation
Intelligent photo clustering with user interaction and distance metric learning
Keywords: یادگیری فاصله متریک; Photo clustering; Distance metric learning; Online learning; Interactive computing
Graph based transductive learning for cartoon correspondence construction
Keywords: یادگیری فاصله متریک; Graph based transductive learning; Distance metric learning; Shape context; Rotation and scale invariance
A boosting approach for supervised Mahalanobis distance metric learning
Keywords: یادگیری فاصله متریک; Distance metric learning; Hypothesis margins; Boosting approaches
Modeling spatial and semantic cues for large-scale near-duplicated image retrieval
Keywords: یادگیری فاصله متریک; Visual vocabulary; Near-duplicated image retrieval; Local feature; Distance metric learning
Learning a nonlinear distance metric for supervised region-merging image segmentation
Keywords: یادگیری فاصله متریک; Image segmentation; Distance metric learning; Global optimization; Mumford–Shah model
Local within-class accuracies for weighting individual outputs in multiple classifier systems
Keywords: یادگیری فاصله متریک; Distance metric learning; Local within-class accuracy; Majority voting; Multiple classifier system; Random subspace
Metric learning with feature decomposition for image categorization
Keywords: یادگیری فاصله متریک; Distance metric learning; Image categorization
A new kernelization framework for Mahalanobis distance learning algorithms
Keywords: یادگیری فاصله متریک; Distance metric learning; Dimensionality reduction; Representer theorem; Kernel machines; Kernel alignment
Regularized margin-based conditional log-likelihood loss for prototype learning
Keywords: یادگیری فاصله متریک; Prototype learning; Conditional log-likelihood loss; Log-likelihood of margin (LOGM); Regularization; Distance metric learning
Generalized iterative RELIEF for supervised distance metric learning
Keywords: یادگیری فاصله متریک; Distance metric learning; Iterative RELIEF; Feature weighting
Learning a color distance metric for region-based image segmentation
Keywords: یادگیری فاصله متریک; Region-based color image segmentation; Mumford–Shah algorithm; Distance metric learning; Mahalanobis distance; Global optimization
Handwritten Chinese text line segmentation by clustering with distance metric learning
Keywords: یادگیری فاصله متریک; Handwritten text line segmentation; Clustering; Minimal spanning tree (MST); Distance metric learning; Hypervolume reduction
Prediction of Alzheimer's diagnosis using semi-supervised distance metric learning with label propagation
Keywords: یادگیری فاصله متریک; Alzheimer's disease; Diagnosis; Semi-supervised learning; Distance metric learning; Label propagation
Learning a Mahalanobis distance metric for data clustering and classification
Keywords: یادگیری فاصله متریک; Distance metric learning; Mahalanobis distance; Global optimization; Data clustering; Interactive image segmentation; Face pose estimation