Keywords: تئوری یادگیری آماری; Multi-view learning; Statistical learning theory; Co-training; Co-regularization; Margin consistency;
مقالات ISI تئوری یادگیری آماری (ترجمه نشده)
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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: تئوری یادگیری آماری; Predictive energy analytics; Climate-energy nexus; Dew point temperature; Statistical learning theory;
Keywords: تئوری یادگیری آماری; Statistical Learning Theory; Time dependency; Kernel function; Takens' immersion theorem; Supervised-learning algorithms;
Keywords: تئوری یادگیری آماری; Kernel; Structured domain; Expressivity; Graph kernels; Statistical Learning Theory; Rademacher Complexity; Local Rademacher Complexity; Algorithmic Stability;
Keywords: تئوری یادگیری آماری; Dynamical system; Fast-slow systems; Bayesian statistics; Dimension reduction; Statistical learning theory; Embodied-Brain Systems Science;
Keywords: تئوری یادگیری آماری; Data-driven control; Local linear regression; Statistical learning theory
Keywords: تئوری یادگیری آماری; Structural reliability analysis; Transmission lines; Climate change; Statistical learning theory;
Keywords: تئوری یادگیری آماری; Sparsity; Graph reduction; Support vector machine; Statistical learning theory; Semi-supervised learning;
Keywords: تئوری یادگیری آماری; Local Rademacher Complexity; Local Vapnik–Chervonenkis entropy; Generalization error bounds; Statistical Learning Theory; Complexity measures
PAC-Bayes analysis of multi-view learning
Keywords: تئوری یادگیری آماری; PAC-Bayes bound; Statistical learning theory; Support vector machine; Multi-view learning;
Local Rademacher Complexity: Sharper risk bounds with and without unlabeled samples
Keywords: تئوری یادگیری آماری; Statistical learning theory; Performance estimation; Local Rademacher Complexity; Unlabeled samples;
A fuzzy support vector machine algorithm for classification based on a novel PIM fuzzy clustering method
Keywords: تئوری یادگیری آماری; Fuzzy classifier; Clustering methods; Pattern classification; Statistical learning theory; Support vector machine
Optimal convergence rates of high order Parzen windows with unbounded sampling
Keywords: تئوری یادگیری آماری; 62J02; 68T05; Statistical learning theory; Parzen windows; Unbounded sampling; Convergence rate;
A statistical learning theory approach for uncertain linear and bilinear matrix inequalities
Keywords: تئوری یادگیری آماری; Statistical learning theory; Vapnik–Chervonenkis dimension; Uncertain linear/bilinear matrix inequality; Randomized algorithms; Probabilistic design
An SVM-based machine learning method for the separation of alteration zones in Sungun porphyry copper deposit
Keywords: تئوری یادگیری آماری; Fluid inclusion; Alteration; Statistical learning theory; Support Vector Machine
Learning-based multiresolution transforms with application to image compression
Keywords: تئوری یادگیری آماری; Multiresolution transforms; Statistical learning theory; Linear regression; Signal decompositions; Image decompositions
Robust re-identification using randomness and statistical learning: Quo vadis
Keywords: تئوری یادگیری آماری; Biometrics; Evidence-based management; Face recognition; Identity management; Re-identification; Statistical learning theory
Sets of approximating functions with finite Vapnik–Chervonenkis dimension for nearest-neighbors algorithms
Keywords: تئوری یادگیری آماری; k-Nearest neighbors; Statistical learning theory; Vapnik–Chervonenkis dimension; Generalization; Complexity selection; Structural risk minimization
Are we there yet?
Keywords: تئوری یادگیری آماری; Artificial intelligence; Intelligent behaviour; Cybernetics; Statistical learning theory; Data driven AI; Intelligent systems; Pattern analysis; Viterbi’s algorithm; History of artificial intelligence
Natural disaster risk analysis for critical infrastructure systems: An approach based on statistical learning theory
Keywords: تئوری یادگیری آماری; PRA; Statistical learning theory; Infrastructure; Risk; Reliability; Data
A sparsity driven kernel machine based on minimizing a generalization error bound
Keywords: تئوری یادگیری آماری; Sparsity; Classification; Generalization error bounds; Statistical learning theory
Convergence rates of generalization errors for margin-based classification
Keywords: تئوری یادگیری آماری; Classification; Convex and non-convex loss; Empirical process; Statistical learning theory
A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learning
Keywords: تئوری یادگیری آماری; Cost-sensitive learning; Supervised learning; Statistical learning theory; Classification
Oracle inequalities for support vector machines that are based on random entropy numbers
Keywords: تئوری یادگیری آماری; Statistical learning theory; Kernel-based methods; Eigenvalues; Entropy numbers
Compression method based on training dataset of SVM
Keywords: تئوری یادگیری آماری; statistical learning theory; support vector machine; compression method; classification;
A learning theory approach to system identification and stochastic adaptive control
Keywords: تئوری یادگیری آماری; System identification; Stochastic adaptive control; Statistical learning theory
A simple decomposition algorithm for support vector machines with polynomial-time convergence
Keywords: تئوری یادگیری آماری; Support vector machines; Decomposition methods; Convergence; Statistical learning theory; Pattern recognition
Learning linear PCA with convex semi-definite programming
Keywords: تئوری یادگیری آماری; Principal component analysis; Statistical learning theory; Support vector machines; Margin; Maximal margin algorithm; Semi-definite programming; Robustness
Support vector fuzzy adaptive network in regression analysis
Keywords: تئوری یادگیری آماری; Support vector machines; Fuzzy adaptive network; Neural network; Fuzzy logic; Statistical learning theory
Multiobjective analysis of chaotic dynamic systems with sparse learning machines
Keywords: تئوری یادگیری آماری; Bayesian; Probabilistic machines; Statistical learning theory; Chaotic theory; State-space reconstruction
A new maximum margin algorithm for one-class problems and its boosting implementation
Keywords: تئوری یادگیری آماری; One-class problems; Outliers; Statistical learning theory; Support vector machines; Margin; Boosting;
Customer Demand Forecasting via Support Vector Regression Analysis
Keywords: تئوری یادگیری آماری; customer demand forecasting; support vector regression; statistical learning theory; nonlinear optimization;
Statistical learning theory for location fingerprinting in wireless LANs
Keywords: تئوری یادگیری آماری; Context-aware computing; Location management; Wi-Fi; Mobile computing; Statistical learning theory;
Linear programming support vector machines
Keywords: تئوری یادگیری آماری; Statistical learning theory; VC dimension; Support vector machines; Generalization performance; Linear programming