Keywords: عملکرد عمومی سازی; Monte Carlo sampling; Quasi-Monte Carlo sequence; Extreme learning machine; Distance preserving; Generalization performance; Orthogonal projection;
مقالات ISI عملکرد عمومی سازی (ترجمه نشده)
مقالات زیر هنوز به فارسی ترجمه نشده اند.
در صورتی که به ترجمه آماده هر یک از مقالات زیر نیاز داشته باشید، می توانید سفارش دهید تا مترجمان با تجربه این مجموعه در اسرع وقت آن را برای شما ترجمه نمایند.
در صورتی که به ترجمه آماده هر یک از مقالات زیر نیاز داشته باشید، می توانید سفارش دهید تا مترجمان با تجربه این مجموعه در اسرع وقت آن را برای شما ترجمه نمایند.
Keywords: عملکرد عمومی سازی; Extreme learning machine; Particle swarm optimization; Network structure; Generalization performance; Condition value;
Keywords: عملکرد عمومی سازی; Distance metric learning; Nearest neighbor classification; Margin distribution; Generalization performance
Keywords: عملکرد عمومی سازی; Activation function; Output boundary; Generalization performance; Training stability; Deep neural network; Convolutional neural network;
Keywords: عملکرد عمومی سازی; Extreme learning machine; Oscillation bound; Generalization performance; Theoretical research; Infinite hidden nodes
Keywords: عملکرد عمومی سازی; Ensemble learning; DECORATE; Bagging; AdaBoost; Margin theory; Bias–variance theory; Generalization performance
Keywords: عملکرد عمومی سازی; Support vector machine; Multi-class classification; Generalization performance
Keywords: عملکرد عمومی سازی; Support vector machine; Minimax probability machine; Financial risk measure; Generalization performance
Confirming robustness of fuzzy support vector machine via ξ–α bound
Keywords: عملکرد عمومی سازی; ξ–α; Bound; Performance estimation; Robustness; Generalization performance; Fuzzy support vector machine
Generalization performance of Gaussian kernels SVMC based on Markov sampling
Keywords: عملکرد عمومی سازی; Gaussian RBF kernels; SVMC; Uniformly ergodic Markov chain (u.e.M.c.); Generalization performance; Markov samplingGaussian RBF kernels; SVMC; Uniformly ergodic Markov chain (u.e.M.c.); Generalization performance; Markov sampling
An improved evolutionary extreme learning machine based on particle swarm optimization
Keywords: عملکرد عمومی سازی; Extreme learning machine; Particle swarm optimization; Generalization performance; Convergence rate
Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization
Keywords: عملکرد عمومی سازی; Ranking; Semi-supervised learning; Generalization performance; Graph Laplacian; Reproducing kernel Hilbert space
Learning performance of Tikhonov regularization algorithm with geometrically beta-mixing observations
Keywords: عملکرد عمومی سازی; Generalization performance; Tikhonov regularization; Beta-mixing; Regularization error; Sample error
Improving the generalization performance of RBF neural networks using a linear regression technique
Keywords: عملکرد عمومی سازی; Radial basis function; Neural network; Function approximation; Generalization performance; Orthogonal least squares
Incremental support vector machine learning in the primal and applications
Keywords: عملکرد عمومی سازی; Incremental support vector machines; Primal optimization; Generalization performance; Leave-one-out; UCI data set; Face recognition
A rough margin based support vector machine
Keywords: عملکرد عمومی سازی; Classification; Support vector machine (SVM); Rough set; Rough margin; Generalization performance
Modified constrained learning algorithms incorporating additional functional constraints into neural networks
Keywords: عملکرد عمومی سازی; Constrained learning algorithm; Generalization performance; Convergence rate; Mapping sensitivity; High frequency components
Reliable Evaluation of Performance Level for Computer-Aided Diagnostic Scheme
Keywords: عملکرد عمومی سازی; Computer-aided diagnosis; CAD; resubstitution; leave-one-out; hold-out; cross validation; bias; variance; generalization performance;
Improvement of bias and generalizability for computer-aided diagnostic schemes
Keywords: عملکرد عمومی سازی; Computer-aided diagnosis; CAD; Resubstitution; Leave-one-out; Hold-out; Cross-validation; Bias; Variance; Generalization performance
The performance bounds of learning machines based on exponentially strongly mixing sequences
Keywords: عملکرد عمومی سازی; Generalization performance; Learning machines; Mixing sequence; Uniform convergence; Empirical risk minimizing
Improved extreme learning machine for function approximation by encoding a priori information
Keywords: عملکرد عمومی سازی; Extreme learning machine; Function approximation; The a priori information; Generalization performance; Convergence rate
Potential assessment of the “support vector machine” method in forecasting ambient air pollutant trends
Keywords: عملکرد عمومی سازی; Air pollution; Generalization performance; Neural networks; Radial basis function; Support vector machine; Time series;
Linear programming support vector machines
Keywords: عملکرد عمومی سازی; Statistical learning theory; VC dimension; Support vector machines; Generalization performance; Linear programming