Keywords: طبقه بندی چند طبقه; Imbalanced data; Binary classification; Multiclass classification; Bagging ensembles; Resampling; Posterior calibration;
مقالات ISI طبقه بندی چند طبقه (ترجمه نشده)
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Keywords: طبقه بندی چند طبقه; Multiclass classification; Class hierarchy inference; Hierarchy of classifiers;
Keywords: طبقه بندی چند طبقه; Food adulteration; Fruit nectar; PLS-DA; SIMCA; One-class classification; Multiclass classification;
Keywords: طبقه بندی چند طبقه; Machine learning; Decomposition strategies; Multiclass classification; Directed acyclic graphs; Data complexity measures;
Support vector machine and its bias correction in high-dimension, low-sample-size settings
Keywords: طبقه بندی چند طبقه; primary; 62H30; secondary; 62G20; Distance-based classifier; HDLSS; Imbalanced data; Large p small n; Multiclass classification;
Keywords: طبقه بندی چند طبقه; Decision tree; Multiclass classification; Discriminant analysis; Mahalanobis distance classifier; Statistical features; Plant electrical signal processing; Time series analysis;
Keywords: طبقه بندی چند طبقه; Rule induction; RIPPER; Multiclass classification; Genetic algorithm (GA);
Keywords: طبقه بندی چند طبقه; Data-graph construction; Graph-based classification; Multiclass classification; Attribute-based Decision Graphs; Missing attribute values;
Keywords: طبقه بندی چند طبقه; Raman spectra; Salivary gland tumors; VCPA; PLS; Multiclass classification;
Keywords: طبقه بندی چند طبقه; Majority vote; Ensemble methods; PAC-Bayesian Theory; Multiclass classification; Multilabel Prediction;
Keywords: طبقه بندی چند طبقه; Machine learning; Multiclass classification; Hybrid ensemble; Oilseed disease;
Keywords: طبقه بندی چند طبقه; Multiclass classification; Incremental classification; Object recognition; Image segmentation
Keywords: طبقه بندی چند طبقه; Head pose estimation; Image abstraction; Multiclass classification
Keywords: طبقه بندی چند طبقه; Semi-supervised learning; Boosting; Multiclass classification
Keywords: طبقه بندی چند طبقه; THz; Complex extreme learning machine; Quaternary classification; Lagrangian; Multiclass classification
Keywords: طبقه بندی چند طبقه; Multiclass classification; Machine learning; SVM; One-versus-all; Least-squares classification;
Improving multiclass classification by deep networks using DAGSVM and Triplet Loss
Keywords: طبقه بندی چند طبقه; Multiclass classification; Deep networks; DAGSVM; Triplet loss;
Multiclass support matrix machine for single trial EEG classification
Keywords: طبقه بندی چند طبقه; Brain computer interface (BCI); Electroencephalograph (EEG); Support vector machine (SVM); Support matrix machine; Multiclass classification; Alternating direction method of multipliers (ADMM);
Prediction of flow blockages and impending cavitation in centrifugal pumps using Support Vector Machine (SVM) algorithms based on vibration measurements
Keywords: طبقه بندی چند طبقه; Centrifugal pump; Flow blockage; Cavitation; Support Vector Machine (SVM); Binary classification; Multiclass classification;
MSSBoost: A new multiclass boosting to semi-supervised learning
Keywords: طبقه بندی چند طبقه; Multiclass classification; Semi-supervised learning; Similarity learning; Boosting;
A triplot for multiclass classification visualisation
Keywords: طبقه بندی چند طبقه; Biplots; Multiclass classification; Canonical variate analysis;
The Multiclass ROC Front method for cost-sensitive classification
Keywords: طبقه بندی چند طبقه; Multiclass classification; Cost-sensitive classification; ROC optimization; Multi-objective optimization; SVM classifier
RipMC: RIPPER for Multiclass Classification
Keywords: طبقه بندی چند طبقه; RIPPER; Multiclass classification; Rule learning; Pruning
Application of complex extreme learning machine to multiclass classification problems with high dimensionality: A THz spectra classification problem
Keywords: طبقه بندی چند طبقه; Complex extreme learning machine; Reproducing Kernel Hilbert Space; Quaternary classification; Lagrangian; Multiclass classification
MARK-ELM: Application of a novel Multiple Kernel Learning framework for improving the robustness of Network Intrusion Detection
Keywords: طبقه بندی چند طبقه; Network Intrusion Detection; KDD Cup 1999; Multiple Kernel Learning; Machine Learning; Extreme Learning Machine; Ensemble Learning; Adaptive Boosting; Cyber security; Multiclass Classification; Kernel Selection; Fractional Polynomial Kernels;
Multiclass fMRI data decoding and visualization using supervised self-organizing maps
Keywords: طبقه بندی چند طبقه; fMRI; Decoding; Multiclass classification; Self-organizing maps;
A novel statistical algorithm for multiclass EEG signal classification
Keywords: طبقه بندی چند طبقه; Electroencephalogram (EEG); Optimum allocation; Multiclass least square support vector machine (MLS-SVM); Multiclass classification
Automatic recognition of quarantine citrus diseases
Keywords: طبقه بندی چند طبقه; Pattern recognition; Multiclass classification; Neural networks; Citrus diseases
Two-stage multiple kernel learning with multiclass kernel polarization
Keywords: طبقه بندی چند طبقه; Multiple kernel learning (MKL); Multiclass kernel polarization; Support vector machine (SVM); Multiclass classification; Model selection
Multiclass classification of distributed memory parallel computations
Keywords: طبقه بندی چند طبقه; Multiclass classification; Bayesian networks; Random forests; Self-organizing maps; High performance computing; Communication patterns
A subspace approach to error correcting output codes
Keywords: طبقه بندی چند طبقه; Error correcting output codes; Multiclass classification; Feature subspace; Ensemble classification
An efficient model-free estimation of multiclass conditional probability
Keywords: طبقه بندی چند طبقه; Interval estimate; Multiclass classification; Probability estimation; Quantile regression; Tuning;
A genetic-based subspace analysis method for improving Error-Correcting Output Coding
Keywords: طبقه بندی چند طبقه; Error Correcting Output Codes; Evolutionary computation; Multiclass classification; Feature subspace; Ensemble classification
Support vector machines combined with wavelet-based feature extraction for identification of drugs hidden in anthropomorphic phantom
Keywords: طبقه بندی چند طبقه; Drug identification; Wavelet-based feature extraction; Support vector machines; Multiclass classification; Anthropomorphic phantom; Energy dispersive X-ray diffraction
Multiclass classification of FDG PET scans for the distinction between Parkinson's disease and atypical parkinsonian syndromes
Keywords: طبقه بندی چند طبقه; Computer-aided diagnosis; Data mining; Pattern recognition; Boostrap resampling; Bagging; Error-Correcting Output Code; Multiclass classification; Relevance vector machine; FDG PET; Parkinson's disease; Multiple system atrophy; Progressive supranuclear pa
Multitask multiclass support vector machines: Model and experiments
Keywords: طبقه بندی چند طبقه; Multiclass classification; Multitask learning; Support vector machine; Kernel; Regularization
Coarse-to-fine multiclass learning and classification for time-critical domains
Keywords: طبقه بندی چند طبقه; Coarse-to-fine learning; Multiclass classification; Classifier ensembles; Boosting; Classifier cascades; Training runtime constraints
A vector-valued support vector machine model for multiclass problem
Keywords: طبقه بندی چند طبقه; Feature space; Hyperplane; Multiclass classification; Support vector machine (SVM); Unclassifiable region (UR)
Biomarker discovery using 1-norm regularization for multiclass earthworm microarray gene expression data
Keywords: طبقه بندی چند طبقه; Biomarker discovery; 1-norm regularization; Multiclass classification; Microarray gene expression data
Training the max-margin sequence model with the relaxed slack variables
Keywords: طبقه بندی چند طبقه; Sequence learning; Max-margin method; Relaxed model; Multiclass classification
A network intrusion detection system based on a Hidden Naïve Bayes multiclass classifier
Keywords: طبقه بندی چند طبقه; Intrusion detection systems; Data mining; Multiclass classification; Hidden Naïve Bayes (HNB); Denial-of-services (DoS)
Multiclass classification with potential function rules: Margin distribution and generalization
Keywords: طبقه بندی چند طبقه; Multiclass classification; Consistent classification rules; Potential function rules; Kernel rules; Margin distribution; Large margin classifiers; Generalization bounds; Model selection
Parallel algorithm for training multiclass proximal Support Vector Machines
Keywords: طبقه بندی چند طبقه; Parallel algorithm; Multiclass classification; Proximal Support Vector Machine; Post-processing; Low rank matrix approximation;
FAMCDM: A fusion approach of MCDM methods to rank multiclass classification algorithms
Keywords: طبقه بندی چند طبقه; Multicriteria; Decision making; Ranking; Multiclass classification; TOPSIS; VIKOR; PROMETHEE; WSM
Recursive ECOC classification
Keywords: طبقه بندی چند طبقه; Multiclass classification; Output coding; ECOC
A comparison study on multiple binary-class SVM methods for unilabel text categorization
Keywords: طبقه بندی چند طبقه; Multiclass classification; One-against-all; One-against-one; Text categorization; Support vector machines (SVMs)
Forests of nested dichotomies
Keywords: طبقه بندی چند طبقه; Nested dichotomies; Classifier ensembles; Multiclass classification; Decision trees
One-Class Support Vector Machine with Relative Comparisons
Keywords: طبقه بندی چند طبقه; one-class support vector machines; semi-supervised learning; relative comparisons; clustering; multiclass classification;
A regularization framework for multiclass classification: A deterministic annealing approach
Keywords: طبقه بندی چند طبقه; Multiclass classification; Deterministic annealing; Maximum entropy; Fisher discriminant analysis; Logistic regression
Mix-ratio sampling: Classifying multiclass imbalanced mouse brain images using support vector machine
Keywords: طبقه بندی چند طبقه; Sampling procedure; Imbalanced dataset; Multiclass classification; Support vector machine; Data mining; Brain image segmentation