Keywords: انتخاب طبقه بندی; Machine learning; Multiple classifier system; Ensemble classifier; Imbalanced classification; Cost-sensitive classification; Decision tree; Classifier selection; Evolutionary algorithms; Classifier fusion
مقالات ISI انتخاب طبقه بندی (ترجمه نشده)
مقالات زیر هنوز به فارسی ترجمه نشده اند.
در صورتی که به ترجمه آماده هر یک از مقالات زیر نیاز داشته باشید، می توانید سفارش دهید تا مترجمان با تجربه این مجموعه در اسرع وقت آن را برای شما ترجمه نمایند.
در صورتی که به ترجمه آماده هر یک از مقالات زیر نیاز داشته باشید، می توانید سفارش دهید تا مترجمان با تجربه این مجموعه در اسرع وقت آن را برای شما ترجمه نمایند.
NMC: nearest matrix classification - A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem
Keywords: انتخاب طبقه بندی; Multi-class classification; One-vs-One; Decomposition strategies; Classifier selection; Ensemble pruning;
Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC)
Keywords: انتخاب طبقه بندی; Multi-class classification; Pairwise learning; One-vs-One; Classifier selection; Evolutionary fuzzy systems; Fuzzy rule based classification systems
QFuse: Online learning framework for adaptive biometric system
Keywords: انتخاب طبقه بندی; Biometrics; Classifier selection; Online learning; Context switching
DRCW-OVO: Distance-based relative competence weighting combination for One-vs-One strategy in multi-class problems
Keywords: انتخاب طبقه بندی; Multi-class classification; Pairwise learning; One-vs-One; Decomposition strategies; Ensembles; Classifier selection
Automatic identification of fruit flies (Diptera: Tephritidae)
Keywords: انتخاب طبقه بندی; Anastrepha; Multimodal fusion; Machine learning; Fraterculus group; Automatic identification; Classifier selection; Fruit flies; Wing and aculeus images
Linear classifier combination and selection using group sparse regularization and hinge loss
Keywords: انتخاب طبقه بندی; Classifier combination; Group sparsity; Classifier selection; Regularized empirical risk minimization; Hinge loss
Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers
Keywords: انتخاب طبقه بندی; Multi-classification; Pairwise learning; One-vs-One; Decomposition strategies; Ensembles; Classifier selection
Combination of multiple diverse classifiers using belief functions for handling data with imperfect labels
Keywords: انتخاب طبقه بندی; Data with imperfect labels; Ensemble learning; Belief functions framework; Classifier selection; Neural network
On-line multi-stage sorting algorithm for agriculture products
Keywords: انتخاب طبقه بندی; Classification; Feature selection; Classifier selection; Fuzzy logic
Construction of convex hull classifiers in high dimensions
Keywords: انتخاب طبقه بندی; Pattern recognition; Convex hull; Classifier selection;
Salient feature and reliable classifier selection for facial expression classification
Keywords: انتخاب طبقه بندی; Facial expression classification; Salient feature selection; Classifier selection; Two-class classification
From dynamic classifier selection to dynamic ensemble selection
Keywords: انتخاب طبقه بندی; Oracle; Combining classifiers; Classifier selection; Ensemble selection; Pattern recognition; Majority voting; Ensemble of learning machines
Experimental study for the comparison of classifier combination methods
Keywords: انتخاب طبقه بندی; Bagging; Random subspace method; Classifier selection; Parametric fusion
Enhancing multiple classifier system performance for machine olfaction using odor-type signatures
Keywords: انتخاب طبقه بندی; Classifier selection; Multiple classifier system; Multilevel decomposition; Odor-type signature
Boosted discriminant projections for nearest neighbor classification
Keywords: انتخاب طبقه بندی; Feature extraction; Classifier selection; Linear discriminant analysis; Boosting; Prototype selection; Dimensionality reduction
Genetic algorithms in classifier fusion
Keywords: انتخاب طبقه بندی; Genetic algorithms; Classification; Classifier fusion; Feature selection; Classifier selection
Classifier geometrical characteristic comparison and its application in classifier selection
Keywords: انتخاب طبقه بندی; 10.000 Statistical pattern recognition techniques; Classifier selection; Multiple classifier systems; Geometrical characteristic comparison; Volume occupation comparison; Decision boundary curvature comparison;
Classifier selection for majority voting
Keywords: انتخاب طبقه بندی; Classifier fusion; Classifier selection; Diversity; Search algorithms; Majority voting; Generalisation;