On the prediction of CO2 corrosion in petroleum industry
Keywords: عملکرد هسته; CO2 corrosion; Coupled simulated annealing; Support vector machine; Optimal value; Kernel function;
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A new interior-point algorithm for Pâ(k)-NCP based on a class of parametric kernel functions
Keywords: عملکرد هسته; Nonlinear complementarity problem; Interior point methods; Kernel function; Iteration complexity;
Real-time road traffic states measurement based on Kernel-KNN matching of regional traffic attractors
Keywords: عملکرد هسته; Road traffic; Kernel function; KNN; State measurement; Regional traffic attractor;
New Hermite orthogonal polynomial kernel and combined kernels in Support Vector Machine classifier
Keywords: عملکرد هسته; Support Vector Machine (SVM); Kernel function; Hermite orthogonal polynomial kernel; Combined kernel
Novel histograms kernels with structural properties
Keywords: عملکرد هسته; Histogram similarity; Kernel function; Face recognition; Image retrieval
Short-term wind power prediction based on LSSVM-GSA model
Keywords: عملکرد هسته; Wind power prediction; Support vector machines; Least squares support vector machines; Kernel function; Gravitational search algorithm;
A novel PSO-LSSVM model for predicting liquid rate of two phase flow through wellhead chokes
Keywords: عملکرد هسته; Choke; LSSVM; PSO; Two-phase flow; Kernel function
The responsibility weighted Mahalanobis kernel for semi-supervised training of support vector machines for classification
Keywords: عملکرد هسته; Support vector machine; Pattern classification; Kernel function; Responsibility weighted Mahalanobis kernel; Semi-supervised learning
A kernel support vector machine-based feature selection approach for recognizing Flying Apsaras’ streamers in the Dunhuang Grotto Murals, China
Keywords: عملکرد هسته; Mean shift; Image segmentation; Feature extraction; Support vector machine; Kernel function; Flying Apsaras
A novel hybrid KPCA and SVM with GA model for intrusion detection
Keywords: عملکرد هسته; Intrusion detection; Kernel principal component analysis; Kernel function; Support vector machines; Genetic algorithm
3D soft-tissue tracking using spatial-color joint probability distribution and thin-plate spline model
Keywords: عملکرد هسته; Robotic surgery; Visual tracking; Motion compensation; Stereo vision; Kernel function
A new kernel function for SPH with applications to free surface flows
Keywords: عملکرد هسته; Kernel function; Smoothed particle hydrodynamics (SPH); Free surface flow; Meshfree particle method
On the convergence of the mean shift algorithm in the one-dimensional space
Keywords: عملکرد هسته; Mean shift algorithm; Mode estimate sequence; Monotone sequence; Kernel function; Convex function; Convergence
Orthogonal kernel projecting plane for radar HRRP recognition
Keywords: عملکرد هسته; Radar target recognition; HRRP; Subspace method; Kernel function; Orthogonal kernel projecting plane
Evaluation of a set of new ORF kernel functions of SVM for speech recognition
Keywords: عملکرد هسته; Speech recognition; Support Vector Machine; Kernel function; Mercer kernel
The derivative based variance sensitivity analysis for the distribution parameters and its computation
Keywords: عملکرد هسته; Variance sensitivity decomposition; Derivative based sensitivity; Main and total sensitivity indices; Kernel function; Sparse grid integration
A fast algorithm for kernel 1-norm support vector machines
Keywords: عملکرد هسته; 1-Norm SVM; Linear programming; Column generation; Newton algorithm; Kernel function
An adaptive support vector regression based on a new sequence of unified orthogonal polynomials
Keywords: عملکرد هسته; Chebyshev polynomials; Kernel function; Adaptable measures; Small sample; Generalization ability
New path-following interior-point algorithms for P∗(κ)P∗(κ)-nonlinear complementarity problems
Keywords: عملکرد هسته; Large-update path-following interior-point method; Kernel function; Complexity; Polynomial algorithm; Nonlinear complementarity problem
LS-SVR-based solving Volterra integral equations
Keywords: عملکرد هسته; Integral equation; Least squares support vector regression; Kernel function; Trapezoid quadrature;
Weighted least squares based recursive parametric identification for the submodels of a PWARX system
Keywords: عملکرد هسته; Hybrid system; Recursive identification; Kernel function; Weighted least squares; Strong consistency
Lagrangian modeling of particle concentration distribution in indoor environment with different kernel functions and particle search algorithms
Keywords: عملکرد هسته; Airborne particulate matter; Lagrangian particle modeling; Kernel function; Particle search algorithm
Nonparametric estimation of the regression function having a change point in generalized linear models
Keywords: عملکرد هسته; Beetle mortality data; Discontinuity point; Kernel function; Local polynomial fit; Rate of convergence
Non invasive classification system of scoliosis curve types using least-squares support vector machines
Keywords: عملکرد هسته; Least-squares support vector machine; 3D trunk modeling; Kernel function; Computer-aided diagnosis; Scoliosis
A new approach to a maximum a posteriori-based kernel classification method
Keywords: عملکرد هسته; Maximum a posteriori; Objective function; Linear programming; Kernel function
Interior-point methods for linear optimization based on a kernel function with a trigonometric barrier term
Keywords: عملکرد هسته; 90C51; 90C05; Linear optimization; Primal-dual interior-point method; Kernel function;
The optimization of the kind and parameters of kernel function in KPCA for process monitoring
Keywords: عملکرد هسته; Chemical processes; KPCA; Kernel function; Optimization; Genetic algorithm; Fermentation
Improved modeling of clinical data with kernel methods
Keywords: عملکرد هسته; Machine learning; Support vector machine; Kernel function; Biostatistics; Clinical data representation; Clinical decision support system; Gynecology; Breast cancer
Strong fuzzy c-means in medical image data analysis
Keywords: عملکرد هسته; Fuzzy c-means; Clustering; Kernel function; Center knowledge; Image segmentation; MR imaging
Determining the number of clusters for kernelized fuzzy C-means algorithms for automatic medical image segmentation
Keywords: عملکرد هسته; Medical image segmentation; Clustering methods; FCM; Kernel function; Validity indexes
An extended support vector machine forecasting framework for customer churn in e-commerce
Keywords: عملکرد هسته; Customer churn; Support vector machine; E-commerce; Kernel function
Weighted association based methods for the combination of heterogeneous partitions
Keywords: عملکرد هسته; Clustering ensemble; Similarity measure; Evidence accumulation; Object representation; Kernel function;
Estimation of monthly solar radiation from measured temperatures using support vector machines – A case study
Keywords: عملکرد هسته; Input feature; Kernel function; Comparison; Empirical model; Support vector machine
A field operational test on valve-regulated lead-acid absorbent-glass-mat batteries in micro-hybrid electric vehicles. Part I. Results based on kernel density estimation
Keywords: عملکرد هسته; AGM; absorbent glass mat; AM; active mass; ASSF; automatic start and stop function; BER; brake energy regeneration; C20; 20Â h-capacity; CA; charge acceptance; Cact; actual 20Â h-capacity (maximum available capacity); Cnom; nominal 20Â h-capacity; CCA; co
Interior point algorithm for P∗P∗ nonlinear complementarity problems
Keywords: عملکرد هسته; Large-update primal–dual interior point method; Kernel function; Complexity; Polynomial algorithm; Complementarity problem
Bootstrap with larger resample size for root-n consistent density estimation with time series data
Keywords: عملکرد هسته; Kernel function; Convolution estimator; Nonparametric density estimation; Moving average process; Nonlinear autoregressive process;
An interior-point algorithm for linear optimization based on a new barrier function
Keywords: عملکرد هسته; Primal-dual interior point method; Kernel function; Complexity; Polynomial algorithm; Linear optimization;
Kernel-based data fusion improves the drug–protein interaction prediction
Keywords: عملکرد هسته; Drug–target interaction; Chemical space; Pharmacological space; Therapeutic space; Genomic space; Kernel function; Support vector machine
A kernel-based parametric method for conditional density estimation
Keywords: عملکرد هسته; Conditional density estimation; Kernel principal component analysis; Kernel function; Nadaraya–Watson estimator
Incremental kernel learning for active image retrieval without global dictionaries
Keywords: عملکرد هسته; Multimedia retrieval; Interactive retrieval; Visual dictionaries; Machine learning; Kernel function
Random weighting estimation of kernel density
Keywords: عملکرد هسته; Random weighting estimation; Kernel density estimation; Kernel function; Approximation theory;
Kernel based support vector machine via semidefinite programming: Application to medical diagnosis
Keywords: عملکرد هسته; Machine learning; Classification; Support vector machines; Kernel function; Semidefinite programming; Medical diagnosis
Effective fuzzy c-means based kernel function in segmenting medical images
Keywords: عملکرد هسته; Fuzzy c-means; Clustering; Kernel function; Center knowledge; Image segmentation; MR imaging
Novel segmentation algorithm in segmenting medical images
Keywords: عملکرد هسته; Fuzzy c-means; Clustering; Kernel function; Gaussian function; Image segmentation
Statistical analysis of mammographic features and its classification using support vector machine
Keywords: عملکرد هسته; Mammogram based data; Statistical analysis; Support vector machine; Kernel function; Diagnostic measures
Empirical likelihood for the smoothed LAD estimator in infinite variance autoregressive models
Keywords: عملکرد هسته; primary; 62G15; secondary; 62M10; LAD estimation; Infinite variance; Empirical likelihood; Kernel function;
Zonal centrality measures and the neighborhood effect
Keywords: عملکرد هسته; Centrality; Closeness; Betweenness; Straightness; Neighborhood effect; Kernel function
A pattern recognition based approach to consistency analysis of geophysical datasets
Keywords: عملکرد هسته; Classification; Lagrange multipliers; Kernel function; Distance measures; Remote sensing; Soil moisture
Weighted partition consensus via kernels
Keywords: عملکرد هسته; Cluster ensemble; Kernel function; Similarity measure; Clustering validity index; Consensus partition
Projected gradient method for kernel discriminant nonnegative matrix factorization and the applications
Keywords: عملکرد هسته; Feature extraction; Nonnegative matrix factorization; Kernel function; Discriminant analysis; Image classification