Keywords: ماشین های بردار پشتیبانی (SVM); Angular Radial Transform (ART); Legendre moment invariants (LMI); Euclidean distance (ED); Pseudo-Zernike moments (PZM); Nearest Neighbor Classifier (NNC); Support Vector Machines (SVM);
مقالات ISI ماشین های بردار پشتیبانی (SVM) (ترجمه نشده)
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Keywords: ماشین های بردار پشتیبانی (SVM); Fault diagnosis; Fast Fourier Transform (FFT); Artificial Neural Networks (ANN); Support Vector Machines (SVM); k Nearest Neighbor (kNN);
Keywords: ماشین های بردار پشتیبانی (SVM); Statistical learning and decision theory; Semi-supervised learning; Support vector machines (SVM); Hypothesis testing; Partial least squares;
Keywords: ماشین های بردار پشتیبانی (SVM); Machine learning; multi-center; meta-model; combining models; support vector machines (SVM); first-episode schizophrenia; classification; prediction;
Keywords: ماشین های بردار پشتیبانی (SVM); Imbalanced dataset; Random sampling; Synthetic Minority Over-sampling Technique (SMOTE); Support Vector Machines (SVM); Whale Optimization Algorithm (WOA); Toxic effects;
Keywords: ماشین های بردار پشتیبانی (SVM); Geriatric depression; Cognitive decline; Electroencephalography (EEG); Synchronization patterns; Random Forest; Random Tree; MLP Network; Support Vector Machines (SVM); Data mining; Elderly
Keywords: ماشین های بردار پشتیبانی (SVM); Support Vector Machines (SVM); Weight prediction; Growth curves; Beef cattle
Keywords: ماشین های بردار پشتیبانی (SVM); Neurological disorders of gait; Pattern recognition; GAITRite; k-nearest neighbor (KNN); Naive-bayes classifier (NB); Artificial neural networks (ANN); Support vector machines (SVM)
Keywords: ماشین های بردار پشتیبانی (SVM); Laser-induced breakdown spectroscopy (LIBS); Cuttings identification; Partial least squares discriminant analysis (PLS-DA); Support vector machines (SVM)
Keywords: ماشین های بردار پشتیبانی (SVM); Learning Vector Quantization (LVQ); Radial Basis Function (RBF) networks; Support Vector Machines (SVM); Supervised Neural Gas (SNG); Hyperspectral imaging; Raman spectroscopy;
Keywords: ماشین های بردار پشتیبانی (SVM); Anxiety recognition; Blood volume pulse signal; Exposure to virtual reality (EVR); Features selection; Support vector machines (SVM); Objective assessment
Keywords: ماشین های بردار پشتیبانی (SVM); Functional magnetic resonance imaging (fMRI); Multivariate pattern analysis (MVPA); Searchlight analysis; Support vector machines (SVM); Information mapping; Classification;
Keywords: ماشین های بردار پشتیبانی (SVM); Biological classification; Data mining; Support Vector Machines (SVM); Machine learning; Artificial Intelligence (AI); Artificial Neural Networks (ANN); Keratin; Logistic regression; Meta-modeling; Tree induction; Rule induction; Discriminant analysis;
Keywords: ماشین های بردار پشتیبانی (SVM); Alzheimer's Disease (AD); Computer Aided Diagnosis (CAD); Relative Entropy; Independent Component Analysis (ICA); Naive Bayes Classifier; Support Vector Machines (SVM); PET and SPECT;
Keywords: ماشین های بردار پشتیبانی (SVM); Text mining; Statute; Criminal judgment; Normalized Google Distance (NGD); Support vector machines (SVM); Apriori algorithm
A hybrid ARIMA-SVM model for the study of the remaining useful life of aircraft engines
Keywords: ماشین های بردار پشتیبانی (SVM); Remaining useful life (RUL); Aircraft engines; Vector autoregression moving-average (VARMA); Support vector machines (SVM); Genetic algorithms (GA);
Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring
Keywords: ماشین های بردار پشتیبانی (SVM); Additive manufacturing (AM); Powder-bed fusion; Melt pool, plume and spatter; Statistical process monitoring; Support vector machines (SVM); Convolutional neural network (CNN);
Comparing the analytical performances of Micro-NIR and FT-NIR spectrometers in the evaluation of acerola fruit quality, using PLS and SVM regression algorithms
Keywords: ماشین های بردار پشتیبانی (SVM); Acerola; Malpighia emarginata DC.; MicroNIR; Partial Least Squares (PLS); Support Vector Machines (SVM); Passing-Bablok regression;
SOM-based partial labeling of imbalanced data stream
Keywords: ماشین های بردار پشتیبانی (SVM); Data stream; Concept drift; Self-organizing map (SOM); Support vector machines (SVM); Partial labeling;
Multivariate modeling using quantitative CT metrics may improve accuracy of diagnosis of bronchiolitis obliterans syndrome after lung transplantation
Keywords: ماشین های بردار پشتیبانی (SVM); Quantitative CT (qCT) metrics; Lung transplantation (LTx); Bronchiolitis obliterans syndrome (BOS); Multivariate logistic regression (MVLR); Support vector machines (SVM);
A primal-dual method for SVM training
Keywords: ماشین های بردار پشتیبانی (SVM); Support Vector Machines (SVM); Convex quadratic problem; Adaptive method; Suboptimality estimate;
Digital camera identification using PRNU: A feature based approach
Keywords: ماشین های بردار پشتیبانی (SVM); Source camera identification (SCI); Photo response non-uniformity (PRNU); Higher order wavelet statistics (HOWS); Support vector machines (SVM); Cross validation;
Flood susceptibility assessment using GIS-based support vector machine model with different kernel types
Keywords: ماشین های بردار پشتیبانی (SVM); Flood susceptibility; Support vector machines (SVM); Terengganu watershed; Remote sensing; Geographic information system (GIS); Malaysia
Feature selection for support vector machines using Generalized Benders Decomposition
Keywords: ماشین های بردار پشتیبانی (SVM); Data mining; Feature selection; Support vector machines (SVM); Generalized Benders Decomposition;
Classifying rapeseed varieties using Fourier transform infrared photoacoustic spectroscopy (FTIR-PAS)
Keywords: ماشین های بردار پشتیبانی (SVM); Rapeseeds; Fourier transform infrared photoacoustic spectroscopy (FTIR-PAS); Variety classification; Partial least squares-discriminant analysis (PLS-DA); Support vector machines (SVM); Successive projections algorithm (SPA)
Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging
Keywords: ماشین های بردار پشتیبانی (SVM); Parkinsonian Syndrome (PS); Computer Aided Diagnosis (CAD); Statistical significance; Independent Component Analysis (ICA); Support Vector Machines (SVM); DaTSCAN
A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales
Keywords: ماشین های بردار پشتیبانی (SVM); Hyperspectral; nDSM; Support Vector Machines (SVM); Random Forest (RF); Scale; Tree species classification;
Wind turbine fault diagnosis method based on diagonal spectrum and clustering binary tree SVM
Keywords: ماشین های بردار پشتیبانی (SVM); Wind turbine; Fault diagnosis; Diagonal spectrum; Support vector machines (SVM); Rotating machinery
Mammographical mass detection and classification using Local Seed Region Growing–Spherical Wavelet Transform (LSRG–SWT) hybrid scheme
Keywords: ماشین های بردار پشتیبانی (SVM); Breast cancer; Image enhancement; Tumor classification; Spherical Wavelet Transform (SWT); Homomorphic filtering; Local Seed Region Growing (LSRG); Support Vector Machines (SVM)
Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease
Keywords: ماشین های بردار پشتیبانی (SVM); Parkinsonian Syndrome (PS); Parkinson Disease (PD); Computer Aided Diagnosis (CAD); Empirical Mode Decomposition (EMD); Principal Component Analysis (PCA); Independent Component Analysis (ICA); Support Vector Machines (SVM); DaTSCAN
A multi-class SVM classification system based on learning methods from indistinguishable chinese official documents
Keywords: ماشین های بردار پشتیبانی (SVM); Support Vector Machines (SVM); Multi-class classification; Chinese official document classification; Indistinguishability identification; Incremental learning;
A wavelet optimization approach for ECG signal classification
Keywords: ماشین های بردار پشتیبانی (SVM); Classification; Discrete wavelet transform (DWT); Electrocardiogram (ECG) signals; Particle swarm optimization (PSO); Support vector machines (SVM)
Support vector machines and neural networks used to evaluate paper manufactured using Eucalyptus globulus
Keywords: ماشین های بردار پشتیبانی (SVM); Eucalyptus globulus; Paper manufacturing; Support vector machines (SVM); Multilayer perceptron networks (MLP); Regression analysis; Inside-bark volume
Support vector machines to map rare and endangered native plants in Pacific islands forests
Keywords: ماشین های بردار پشتیبانی (SVM); Rare species; Support vector machines (SVM); Random forests (RF); Biodiversity; Digital elevation model (DEM); Vegetation mapping;
A three-phase method for patent classification
Keywords: ماشین های بردار پشتیبانی (SVM); Patent classification; Vector space model (VSM); IPC taxonomy; Support vector machines (SVM); K-means; K nearest neighbors (KNN)
A novel SVM+NDA model for classification with an application to face recognition
Keywords: ماشین های بردار پشتیبانی (SVM); Linear discriminant analysis (LDA); Nonparametric discriminant analysis (NDA); Support vector machines (SVM); Kernel NDA and SVM; Small sample size problem; Face recognition
A new time series vegetation–water index of phenological–hydrological trait across species and functional types for Poyang Lake wetland ecosystem
Keywords: ماشین های بردار پشتیبانی (SVM); Wetland; Remote sensing; Plant Functional Types (PFTs); Trait; Classification; Phenology; Submersion time; Multitemporal; Beijing-1 microsatellite; Poyang Lake; Support vector machines (SVM)
Knowledge discovery using neural approach for SME’s credit risk analysis problem in Turkey
Keywords: ماشین های بردار پشتیبانی (SVM); Credit risk analysis (CRA); Small and medium enterprises (SMEs); Multilayer perceptron (MLP); Continuous/Discrete Rule Extractor via Decision Tree Induction (CRED); Support vector machines (SVM); k-Nearest Neighbor (k-NN)
Near-infrared (NIR) spectroscopy for motor oil classification: From discriminant analysis to support vector machines
Keywords: ماشین های بردار پشتیبانی (SVM); Discriminant analysis (LDA QDA, RDA); Soft independent modeling of class analogy (SIMCA); K-nearest neighbor method (KNN); Support vector machines (SVM); Probabilistic neural network (PNN); Near infrared (NIR) spectroscopy;
Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier
Keywords: ماشین های بردار پشتیبانی (SVM); Magnetic resonance imaging; MRI; Support vector machines (SVM); Alzheimer's disease; Multi-site study;
A two-stage regression approach for spectroscopic quantitative analysis
Keywords: ماشین های بردار پشتیبانی (SVM); Spectrometry; Residual-based correction (RBC); Boosting; Support vector machines (SVM); Radial basis function neural network (RBFN); Partial least squares regression (PLSR); Feature selection
Cross-term elimination in Wigner distribution based on 2D signal processing techniques
Keywords: ماشین های بردار پشتیبانی (SVM); Wigner distribution (WD); Fractional Fourier transform (FrFT); Gabor transform (GT); Time–frequency (t–f) analysis; Cross term suppression; Connected component segmentation; Support vector machines (SVM)
A SVM-based model for predicting distribution of the invasive tree Miconia calvescens in tropical rainforests
Keywords: ماشین های بردار پشتیبانی (SVM); Distribution model; Digital elevation model (DEM); Support vector machines (SVM); Vegetation mapping; Invasive species; Rainforest
Classification of Error-Related Negativity (ERN) and Positivity (Pe) potentials using kNN and Support Vector Machines
Keywords: ماشین های بردار پشتیبانی (SVM); Event-Related Potentials (ERPs); Error-Related Negativity (ERN); Error Positivity (Pe); kNN; Support Vector Machines (SVM);
Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: Exploring the influence of various parameters
Keywords: ماشین های بردار پشتیبانی (SVM); MRI; Relevance vector machines (RVM); Support vector machines (SVM); Regression; Aging; Brain disease;
An ACO-based algorithm for parameter optimization of support vector machines
Keywords: ماشین های بردار پشتیبانی (SVM); Ant colony optimization (ACO) algorithm; Support vector machines (SVM); Parameter optimization; ACO-SVM model
Di-codon usage for classification of genes
Keywords: ماشین های بردار پشتیبانی (SVM); Di-codon usage; Gene classification; Human leukocyte antigen (HLA); Major histocompatibility complex (MHC); Support vector machines (SVM)
Image and Video Quality Assessment Using Neural Network and SVM
Keywords: ماشین های بردار پشتیبانی (SVM); image quality assessment; support vector machines (SVM); neural network; isolated points;
Quantum-inspired evolutionary tuning of SVM parameters
Keywords: ماشین های بردار پشتیبانی (SVM); Quantum-inspired evolutionary algorithm (QEA); Parameters tuning; Support vector machines (SVM); Least squares support vector machines (LS-SVM)
Parameter selection of support vector machine for function approximation based on chaos optimization
Keywords: ماشین های بردار پشتیبانی (SVM); learning systems; support vector machines (SVM); approximation theory; parameter selection; optimization;