Keywords: ماشین های بردار پشتیبانی (SVMs); Abtract Syntax Tree (AST); Tree-based convolutional neural networks(TBCNN); Support Vector Machines (SVMs); K-Nearest Neighbors (kNN);
مقالات ISI ماشین های بردار پشتیبانی (SVMs) (ترجمه نشده)
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Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Multivariate adaptive regression splines (MARS); Particle swarm optimization (PSO); Artificial neural networks (ANNs); Continuous cast steel slabs; Centerline segregation prediction;
Keywords: ماشین های بردار پشتیبانی (SVMs); Support Vector Machines (SVMs); Gaussian kernel; Random Fourier feature mapping; Subsampling; Parallel linear SVMs; Scalability;
Keywords: ماشین های بردار پشتیبانی (SVMs); Traffic sign detection; Traffic sign recognition; Color segmentation; Random forests; Support vector machines (SVMs); Histogram of oriented gradients (HOG); Local self-similarity (LSS)
Keywords: ماشین های بردار پشتیبانی (SVMs); Fault detection; Support vector machines (SVMs); Wavelet transform (WT); Multilayer perceptron network (MLP); Bevel gearbox
Keywords: ماشین های بردار پشتیبانی (SVMs); Aerodynamic modeling; High angle of attack; Support vector machines (SVMs); Unsteady aerodynamics; Wind tunnel test
Keywords: ماشین های بردار پشتیبانی (SVMs); Image classification; Features extraction; Ripeness; Principal Component Analysis (PCA); Support Vector Machines (SVMs); Linear Discriminant Analysis (LDA);
Keywords: ماشین های بردار پشتیبانی (SVMs); Pattern classification; Novelty detection; Within-class spread; Support vector machines (SVMs); Kernel trick
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Wavelet kernel; Artificial bee colony (ABC); Microcystis aeruginosa; Woronichinia naegeliana; Regression analysis
Fault classification in power systems using EMD and SVM
Keywords: ماشین های بردار پشتیبانی (SVMs); Fault classification; Empirical Mode Decomposition (EMD); Support Vector Machines (SVMs);
A new predictive model for the filtered volume and outlet parameters in micro-irrigation sand filters fed with effluents using the hybrid PSO-SVM-based approach
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Particle swarm optimization (PSO); Drip irrigation; Clogging; Regression analysis;
A hybrid PSO optimized SVM-based model for predicting a successful growth cycle of the Spirulina platensis from raceway experiments data
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Particle Swarm Optimization (PSO); Spirulina platensis; Chlorophyll a monitoring; Hyperparameter selection
A new predictive model for the cyanotoxin content from experimental cyanobacteria concentrations in a reservoir based on the ABC optimized support vector machine approach: A case study in Northern Spain
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Artificial bee colony (ABC); Cyanotoxins; Microcystis aeruginosa; Woronichinia naegeliana; Regression analysis;
A hybrid PSO optimized SVM-based method for predicting of the cyanotoxin content from experimental cyanobacteria concentrations in the Trasona reservoir: A case study in Northern Spain
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Particle swarm optimization (PSO); Harmful algal blooms (HABs); Cyanotoxins; Cyanobacteria; Regression analysis
Hybrid PSO-SVM-based method for forecasting of the remaining useful life for aircraft engines and evaluation of its reliability
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Particle swarm optimization (PSO); Aircraft engine; Remaining useful life and reliability prediction;
Hybrid PSO-SVM-based method for long-term forecasting of turbidity in the Nalón river basin: A case study in Northern Spain
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Particle swarm optimization (PSO); Water quality monitoring; Turbidity; Water Framework Directive (WFD); Water pollution;
Epileptic seizure detection using DWT based fuzzy approximate entropy and support vector machine
Keywords: ماشین های بردار پشتیبانی (SVMs); Electroencephalogram (EEG); Discrete wavelet transform (DWT); Fuzzy approximate entropy (fApEn); Support vector machines (SVMs);
Fast learning from αα-mixing observations
Keywords: ماشین های بردار پشتیبانی (SVMs); primary, 68T05; secondary, 62G08, 62H30, 62M10Alpha-mixing processes; Non-parametric classification and regression; Empirical risk minimization (ERM); Support vector machines (SVMs)
ECG beat classification using a cost sensitive classifier
Keywords: ماشین های بردار پشتیبانی (SVMs); ECG beat classification; Support Vector Machines (SVMs); Classification cost;
Chi-square distance kernel of the gaits for the diagnosis of Parkinson's disease
Keywords: ماشین های بردار پشتیبانی (SVMs); Parkinson's disease; Kernel methods; Chi-square distance kernel; Automatic diagnosis; Support vector machines (SVMs)
Support Vector Regression to predict carcass weight in beef cattle in advance of the slaughter
Keywords: ماشین های بردار پشتیبانی (SVMs); Support Vector Machines (SVMs); Support Vector Regression (SVR); Carcass weight; Beef cattle
Towards enhancing centroid classifier for text classification—A border-instance approach
Keywords: ماشین های بردار پشتیبانی (SVMs); Text classification/categorization; Centroid-based classifier; Border instance; Iterative adjustment; Support vector machines (SVMs)
Daily activity pattern recognition by using support vector machines with multiple classes
Keywords: ماشین های بردار پشتیبانی (SVMs); Activity pattern recognition; Activity sequence; Support Vector Machines (SVMs); Hidden Markov Models (HMMs)
Detection of cardiac arrhythmia in electrocardiograms using adaptive feature extraction and modified support vector machines
Keywords: ماشین های بردار پشتیبانی (SVMs); Electrocardiogram (ECG); Adaptive feature extraction; Support vector machines (SVMs); k-Means clustering
A fuzzy intelligent approach to the classification problem in gene expression data analysis
Keywords: ماشین های بردار پشتیبانی (SVMs); Pattern recognition; Classification; Fuzzy logic; Artificial neural networks (ANNs); Discriminant analysis (DA); K-nearest neighbor (KNN); Support vector machines (SVMs); Gene expression
Support vector regression models for trickle bed reactors
Keywords: ماشین های بردار پشتیبانی (SVMs); Support Vector Machines (SVMs); Support Vector Regression (SVR); Correlations; Trickle bed reactors; Machine learning
Feature Rescaling of Support Vector Machines
Keywords: ماشین های بردار پشتیبانی (SVMs); support vector machines (SVMs); feature rescaling; multiple kernel learning (MKL); kernel-target alignment (KTA);
A novel intrusion detection system based on hierarchical clustering and support vector machines
Keywords: ماشین های بردار پشتیبانی (SVMs); Network intrusion detection system (NIDS); Support vector machines (SVMs); Hierarchical clustering algorithm; KDD Cup 1999; Network security; Data mining
A new approach to simulate characterization of particulate matter employing support vector machines
Keywords: ماشین های بردار پشتیبانی (SVMs); Particulate matter (PM); Support vector machines (SVMs); Scanning electron microscope (SEM); Image processing;
Exploring nonlinear relationships in chemical data using kernel-based methods
Keywords: ماشین های بردار پشتیبانی (SVMs); Kernel methods; Dual solution; Support vector machines (SVMs); Kernel principal component analysis (KPCA); Kernel partial least squares (KPLS); Kernel Fisher discriminant analysis (KFDA)
Evaluating the efficacy of SVMs, BNs, ANNs and ANFIS in wave height prediction
Keywords: ماشین های بردار پشتیبانی (SVMs); Wave height forecasting; Lake Superior; Support Vector Machines (SVMs); Bayesian Networks (BNs); Adaptive Neuro-Fuzzy Inference System(ANFIS); Artificial Neural Networks (ANNs)
Enriched white matter connectivity networks for accurate identification of MCI patients
Keywords: ماشین های بردار پشتیبانی (SVMs); Enriched connectivity; White matter (WM); Connectivity network; Mild cognitive impairment (MCI); Alzheimer's disease (AD); Support vector machines (SVMs);
Automatic phonocardiograph signal analysis for detecting heart valve disorders
Keywords: ماشین های بردار پشتیبانی (SVMs); Phonocardiogram (PCG); Short-time Fourier transform; 2-D discrete cosine transform; Adaptive feature extraction; Support vector machines (SVMs);
GMM based SPECT image classification for the diagnosis of Alzheimer's disease
Keywords: ماشین های بردار پشتیبانی (SVMs); 87.19.xr; 87.57.nm; 87.57.Râ; 87.57.uh; SPECT; Alzheimer's disease; Gaussian mixture model; EM algorithm; Support vector machines (SVMs);
A comparison study on multiple binary-class SVM methods for unilabel text categorization
Keywords: ماشین های بردار پشتیبانی (SVMs); Multiclass classification; One-against-all; One-against-one; Text categorization; Support vector machines (SVMs)
An optimization on pictogram identification for the road-sign recognition task using SVMs
Keywords: ماشین های بردار پشتیبانی (SVMs); Road sign; Automatic traffic sign detection and recognition system (TSDRS); Classification; Support vector machines (SVMs)
New support vector algorithms with parametric insensitive/margin model
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Regression estimation; Classification; Heteroscedastic noise model; Parametric-insensitive model; Parametric-margin model
Computational load reduction in decision functions using support vector machines
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Kernel methods; Image recognition
Generalization performance of support vector machines and neural networks in runoff modeling
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Artificial neural networks (ANNs); Runoff prediction; Rainfall and climate data
Empirical analysis of support vector machine ensemble classifiers
Keywords: ماشین های بردار پشتیبانی (SVMs); Ensemble classification; Support vector machines (SVMs); AdaBoost; Bagging
Type-2 fuzzy logic-based classifier fusion for support vector machines
Keywords: ماشین های بردار پشتیبانی (SVMs); Type-2 FLS; Fuzzy logic; Support vector machines (SVMs); Classifier fusion; Classification; Machine-learning
γ-Turn types prediction in proteins using the support vector machines
Keywords: ماشین های بردار پشتیبانی (SVMs); γ-Turn types; Support vector machines (SVMs); Tripeptides
Solving large-scale multiclass learning problems via an efficient support vector classifier
Keywords: ماشین های بردار پشتیبانی (SVMs); support vector machines (SVMs); multiclass classification; decomposition method; SVMlight; sequential minimal optimization (SMO);
Pseudo amino acid composition and multi-class support vector machines approach for conotoxin superfamily classification
Keywords: ماشین های بردار پشتیبانی (SVMs); Hypermutable mature conotoxin; Superfamily classification; Pseudo-amino acid composition; Polarity index; Support vector machines (SVMs)
Predicting rRNA-, RNA-, and DNA-binding proteins from primary structure with support vector machines
Keywords: ماشین های بردار پشتیبانی (SVMs); rRNA-binding protein; RNA-binding protein; DNA-binding protein; Protein function prediction; Support vector machines (SVMs)
Response modeling with support vector machines
Keywords: ماشین های بردار پشتیبانی (SVMs); Response modeling; Direct marketing; Support vector machines (SVMs); Pattern selection; Class imbalance; Scoring
Forecasting regional electricity load based on recurrent support vector machines with genetic algorithms
Keywords: ماشین های بردار پشتیبانی (SVMs); Recurrent neural networks (RNNs); Support vector machines (SVMs); Recurrent support vector machines (RSVM); Genetic algorithms (GAs); Electricity load forecasting;
Support vector machines with simulated annealing algorithms in electricity load forecasting
Keywords: ماشین های بردار پشتیبانی (SVMs); Support vector machines (SVMs); Simulated annealing algorithms (SA); General regression neural networks (GRNN); Autoregressive integrated moving average (ARIMA); Electricity load forecasting