Keywords: طبقه بندی با هم; Types of samples; Credit risk; Bankruptcy; Classifier ensemble; Imbalance;
مقالات ISI طبقه بندی با هم (ترجمه نشده)
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Keywords: طبقه بندی با هم; Machine learning; Classifier ensemble; One-class classification; Multi-class decomposition; Dynamic classifier selection; Ensemble pruning;
Keywords: طبقه بندی با هم; Hybrid method; Stability prediction; Missing data imputation; Semi-supervised learning; Classifier ensemble;
Keywords: طبقه بندی با هم; 00-01; 99-00; Robotic writing; Robotic calligraphy; Human-robot interaction; Human gesture recognition; Classifier ensemble;
Keywords: طبقه بندی با هم; Concept drift; Classifier ensemble; Regression combiner; Constrained penalized regression
Keywords: طبقه بندی با هم; Imbalanced data; re-sampling; classifier ensemble; under-sampling
Keywords: طبقه بندی با هم; Machine learning; Classifier ensemble; Combination rule; Ensemble pruning; Weighted aggregation
Keywords: طبقه بندی با هم; Machine Learning; Classifier ensemble; Imbalanced classification; Evolutionary algorithms; Clinical decision support; Breast cancer
Keywords: طبقه بندی با هم; Ensemble learning; Classifier ensemble; Random subspace; AdaBoost; Decision tree
Keywords: طبقه بندی با هم; One-class classification; Classifier ensemble; Machine learning; Dynamic classifier selection; Competence measure;
Keywords: طبقه بندی با هم; Classifier ensemble; Imbalanced classification; Cost-sensitive classification; Ensemble pruning; Evolutionary algorithm; Breast cancer detection; Thermogram;
Keywords: طبقه بندی با هم; Classifier ensemble; Decision tree; Categorical data; Multi-way split; Binary split
Keywords: طبقه بندی با هم; One-class classification; Multi-class classification; Classifier ensemble; Decomposition strategies; Classifier fusion; Binary classification;
Keywords: طبقه بندی با هم; Classifier ensemble; Sparsity learning; Diversity learning; Neural network ensembles; Genetic algorithm
Keywords: طبقه بندی با هم; One-class classification; Multi-class decomposition; Classifier ensemble; Ensemble pruning; Firefly algorithm; Image analysis
Keywords: طبقه بندی با هم; Classifier ensemble; Sparsity; Diversity; Convex quadratic programming
Keywords: طبقه بندی با هم; One-class classification; Multiple classifier system; Classifier ensemble; Clustering; Soft computing
Keywords: طبقه بندی با هم; Combined classifier; Multiple classifier system; Classifier ensemble; Classifier fusion; Hybrid classifier
Keywords: طبقه بندی با هم; Ensemble learning; Classification; Classifier ensemble; Sparse reconstruction; Compressed sensing; Roulette-wheel selection; Kappa-error
Accurate RNA 5-methylcytosine site prediction based on heuristic physical-chemical properties reduction and classifier ensemble
Keywords: طبقه بندی با هم; RNA 5-methylcytosine; Pseudo dinucleotide composition; Heuristic properties reduction; Classifier ensemble;
relSCAN - A system for extracting chemical-induced disease relation from biomedical literature
Keywords: طبقه بندی با هم; Chemical disease relation; Chemical-induced diseases; Relation extraction; Classifier ensemble; SVM, J48 decision tree;
RABOC: An approach to handle class imbalance in multimodal biometric authentication
Keywords: طبقه بندی با هم; Biometric authentication; Class imbalance problem; One-class classification; Classifier ensemble; Real AdaBoost
KNN-based dynamic query-driven sample rescaling strategy for class imbalance learning
Keywords: طبقه بندی با هم; Imbalanced learning; Sample rescaling; Dynamic query-driven sample rescaling; Classifier ensemble; Protein–nucleotide binding residues prediction
Protein-protein interaction sites prediction by ensembling SVM and sample-weighted random forests
Keywords: طبقه بندی با هم; Protein-protein interaction sites; Sequence-based prediction; Imbalanced learning; Support vector machine; Random forests; Classifier ensemble;
Affect classification using genetic-optimized ensembles of fuzzy ARTMAPs
Keywords: طبقه بندی با هم; Affect recognition; Classifier ensemble; Fuzzy ARTMAP; Genetic algorithm; Parameter optimization; Supervised learning;
BeeOWA: A novel approach based on ABC algorithm and induced OWA operators for constructing one-class classifier ensembles
Keywords: طبقه بندی با هم; One-class classification; Classifier ensemble; Classifier pruning; Classifier fusion; Binary artificial bee colony; Induced OWA operator
Semi-supervised ensemble update strategies for on-line classification of fMRI data
Keywords: طبقه بندی با هم; Semi-supervised learning; Online learning; Classifier ensemble; fMRI
Using Bayesian networks for selecting classifiers in GP ensembles
Keywords: طبقه بندی با هم; Genetic programming; Classifier ensemble; Bayesian Networks; Evolutionary computation
Optimization of stacking ensemble configurations through Artificial Bee Colony algorithm
Keywords: طبقه بندی با هم; Classifier; Classifier Ensemble; Stacking; Artificial Bee Colony
Weighted Margin Sparse Embedded classifier for brake cylinder detection
Keywords: طبقه بندی با هم; Brake cylinder detection; Classifier ensemble; Weighted margin; Brake cylinder database
VOCs classification based on the committee of classifiers coupled with single sensor signals
Keywords: طبقه بندی با هم; Committee machine; VOCs identification; Gas sensor; Classifier ensemble; Stop flow mode
Classifier ensemble for an effective cytological image analysis
Keywords: طبقه بندی با هم; Pattern recognition; Machine learning; Multiple classifier system; Classifier ensemble; Trained fuser; Image analysis
Sparse coding and classifier ensemble based multi-instance learning for image categorization
Keywords: طبقه بندی با هم; Multi-instance learning; Image categorization; Sparse coding; Classifier ensemble
On-line anomaly detection and resilience in classifier ensembles
Keywords: طبقه بندی با هم; Anomaly detection; Classifier ensemble; Decision fusion; Human activity recognition
Simulated annealing based classifier ensemble techniques: Application to part of speech tagging
Keywords: طبقه بندی با هم; Part of Speech (PoS) tagging; Simulated annealing (SA); Multiobjective optimization (MOO); Classifier ensemble; Conditional Random Field (CRF); Support Vector Machine (SVM); Bengali; Hindi
Two-level classifier ensembles for credit risk assessment
Keywords: طبقه بندی با هم; Credit scoring; Classifier ensemble; Bagging; Boosting; Random subspace; Rotation forest
Exploring the behaviour of base classifiers in credit scoring ensembles
Keywords: طبقه بندی با هم; Finance; Credit scoring; Classifier ensemble
Predicting warfarin dosage from clinical data: A supervised learning approach
Keywords: طبقه بندی با هم; Classifier ensemble; Support vector regression; Multilayer perceptron; Model tree; Dosage prediction; Warfarin
Computer-aided small bowel tumor detection for capsule endoscopy
Keywords: طبقه بندی با هم; Multi-scale local binary pattern; Classifier ensemble; Computer-aided tumor detection; Capsule endoscopy image
A self-trained ensemble with semisupervised SVM: An application to pixel classification of remote sensing imagery
Keywords: طبقه بندی با هم; Semisupervised learning; Support vector machines; Remote sensing satellite images; Quadratic programming; Self-training; Classifier ensemble
Sparse ensembles using weighted combination methods based on linear programming
Keywords: طبقه بندی با هم; Classifier ensemble; Linear weighted combination; Linear programming; Sparse ensembles; k nearest neighbor
Creating and measuring diversity in multiple classifier systems using support vector data description
Keywords: طبقه بندی با هم; Multiple classifier system; Classifier ensemble; Support vector data descriptor; MCS diversity; Classifier fusion
A multiobjective simulated annealing approach for classifier ensemble: Named entity recognition in Indian languages as case studies
Keywords: طبقه بندی با هم; Natural language processing; Named entity recognition; Maximum Entropy (ME); Conditional Random Field (CRF); Support Vector Machine (SVM); Multiobjective optimization (MOO); Simulated annealing (SA); Classifier ensemble; Weighted voting
Classifying text streams by keywords using classifier ensemble
Keywords: طبقه بندی با هم; Text stream classification; Concept drift; Classifier ensemble; Knowledge acquisition
Corrective classification: Learning from data imperfections with aggressive and diverse classifier ensembling
Keywords: طبقه بندی با هم; Noisy data; Error correction; Bagging; Bootstrap sampling; Classifier ensemble
Boosting with pairwise constraints
Keywords: طبقه بندی با هم; Boosting; Pairwise constraints; Classifier ensemble; Semi-supervised learning; Gradient descent boosting
Ensemble adaptive network-based fuzzy inference system with weighted arithmetical mean and application to diagnosis of optic nerve disease from visual-evoked potential signals
Keywords: طبقه بندی با هم; Visual-evoked potential signals; Optic nerve disease; Adaptive network-based fuzzy inference system; Principal component analysis; Classifier ensemble; Weighted arithmetical mean
The random electrode selection ensemble for EEG signal classification
Keywords: طبقه بندی با هم; EEG signal classification; Classifier ensemble; Bayesian classifier; Gaussian mixture model; Fisher discriminant analysis
A lazy bagging approach to classification
Keywords: طبقه بندی با هم; Classification; Classifier ensemble; Bagging; Lazy learning
AptaCDSS-E: A classifier ensemble-based clinical decision support system for cardiovascular disease level prediction
Keywords: طبقه بندی با هم; Clinical decision support system (CDSS); Cardiovascular disease; Classifier ensemble; Support vector machines; Neural networks; Decision trees; Bayesian networks; Machine learning