Keywords: فرآیندهای گاوسی; Gaussian processes; Parameter learning; Kalman filtering
مقالات ISI فرآیندهای گاوسی (ترجمه نشده)
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Keywords: فرآیندهای گاوسی; Action recognition; Gaussian processes; ℓ1 construction; Local approximation
Keywords: فرآیندهای گاوسی; Human group action; Layered model; Gaussian processes; Motion trajectory; Action style; Group shape
Keywords: فرآیندهای گاوسی; Autonomous robots; Visual odometry; Ego-motion estimation; SLAM; SVMs; Gaussian processes
Keywords: فرآیندهای گاوسی; Functional data analysis; Functional mixed-effects model; Gaussian processes; GPU; Likelihood analysis; Operator approximations;
Keywords: فرآیندهای گاوسی; Optical imaging; Gaussian processes; Visual cortex; Orientation preference maps; Stripe-rearing;
Keywords: فرآیندهای گاوسی; Asymmetric training; Coherent training; Gaussian processes; Gaussian mixture model; Voice conversion
Keywords: فرآیندهای گاوسی; Brain morphology; Lifespan brain aging; Gaussian processes; Single case analysis; Bayesian inference;
Keywords: فرآیندهای گاوسی; Fixed-domain asymptotics; Gaussian processes; Kullback–Leibler divergence; Random effects; Subset of regressors; Total column ozone
Keywords: فرآیندهای گاوسی; Linear system identification; Prediction error methods; Model complexity selection; Bias-variance trade-off; Kernel-based regularization; Inverse problems; Reproducing kernel Hilbert spaces; Gaussian processes
Keywords: فرآیندهای گاوسی; Fractional and multifractional Brownian motions; Gaussian processes; Convergence in law; White noise theory; Wick-Itô integral; Skorohod integral; Pathwise integral;
Keywords: فرآیندهای گاوسی; Lidar; Pulse density; Machine learning; Gaussian processes; Sierra Nevada forests; Forest structure;
Keywords: فرآیندهای گاوسی; Multivariate; Ordinal regression; Gaussian processes; Pharmacological MRI; Ketamine; Scopolamine;
Keywords: فرآیندهای گاوسی; Computer experiments; Gaussian Processes; System reliability; Sequential design
Keywords: فرآیندهای گاوسی; Piecewise affine systems; Model order selection; Kernel-based regularization; Gaussian processes; Marginal likelihood; Markov chain Monte Carlo; Nonlinear system identification; Bias–variance trade off
Keywords: فرآیندهای گاوسی; Bayesian Monte Carlo; Uncertainties; Small failure probability; Gaussian processes
Keywords: فرآیندهای گاوسی; User matching; User identification; Proxemic interaction; Gaussian processes; Sensor fusion; Mobile sensing
A new multi-stage combined kernel filtering approach for ECG noise removal
Keywords: فرآیندهای گاوسی; ALD; Approximate Linear Dependency; ALDKRLS; Kernel Recursive Least Squares with Approximate Linear Dependency; AF; Atrial Fibrillation; AFDB; Atrial Fibrillation Data Base; B2P; Back-to-the-Prior; BSS; Blind Source Separation; BW; Baseline Wonder; ECG; e
Prediction-error identification of LPV systems: A nonparametric Gaussian regression approach
Keywords: فرآیندهای گاوسی; Bayesian identification; System identification; Reproducing kernel Hilbert space; Linear parameter-varying systems; Machine learning; Regularization; Prediction-error identification; Gaussian processes; Box-Jenkins models;
An efficient method for physical fields mapping through crowdsensing
Keywords: فرآیندهای گاوسی; Crowdsensing; Gaussian processes; Spatial field estimation; Environmental mapping;
Heteroscedastic Gaussian processes for uncertainty modeling in large-scale crowdsourced traffic data
Keywords: فرآیندهای گاوسی; Gaussian processes; Heteroscedastic models; Traffic data; Crowdsourcing; Uncertainty modeling; Forecasting; Imputation; Floating car data;
Accelerating pseudo-marginal MCMC using Gaussian processes
Keywords: فرآیندهای گاوسی; Gaussian processes; Likelihood-free methods; Markov processes; Particle Markov chain Monte Carlo; Pseudo-marginal methods; State space models;
Precise and accurate wireless signal strength mappings using Gaussian processes and path loss models
Keywords: فرآیندهای گاوسی; Robot localization; Wireless sensor model; Signal strength mapping; Gaussian processes;
On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions
Keywords: فرآیندهای گاوسی; Nonlinear system identification; Gaussian processes; NARX models; Wave loading; Morison's equation;
An efficient assisted history matching and uncertainty quantification workflow using Gaussian processes proxy models and variogram based sensitivity analysis: GP-VARS
Keywords: فرآیندهای گاوسی; Assisted history matching; Uncertainty quantification; Gaussian processes; Proxy model; Sensitivity analysis;
Regularized nonparametric Volterra kernel estimation
Keywords: فرآیندهای گاوسی; System identification; Nonlinear systems; Nonparametric estimation; Volterra series; Regularization; Gaussian processes;
Boundary non-crossing probabilities for Slepian process
Keywords: فرآیندهای گاوسی; Gaussian processes; Slepian processes; Boundary non-crossing probabilities; Piecewise linear boundary;
Sparse plus low rank network identification: A nonparametric approach
Keywords: فرآیندهای گاوسی; Linear system identification; Sparsity and low-rank inducing priors; Kernel-based methods; Gaussian processes;
Gaussian process based independent analysis for temporal source separation in fMRI
Keywords: فرآیندهای گاوسی; Gaussian processes; FMRI; Source separation; Independent component analysis; Convolutive mixing; Bayesian inference;
Maximum Entropy vector kernels for MIMO system identification
Keywords: فرآیندهای گاوسی; Linear system identification; Kernel-based regularization; Hankel nuclear norm; Bayesian interpretation of regularization; Gaussian processes; Maximum entropy paradigm;
A nonparametric kernel-based approach to Hammerstein system identification
Keywords: فرآیندهای گاوسی; System identification; Hammerstein systems; Nonlinear systems; Kernel-based methods; Gaussian processes;
Statistical metamodeling of dynamic network loading
Keywords: فرآیندهای گاوسی; dynamic traffic assignment; dynamic network loading; delay operator; metamodeling; Kriging; dynamic games; Gaussian processes;
A general non-existence result for linear BSDEs driven by Gaussian processes
Keywords: فرآیندهای گاوسی; 60G15; 60H10; 60H07; BSDEs; Gaussian processes; Skorokhod integration;
Policy learning in continuous-time Markov decision processes using Gaussian Processes
Keywords: فرآیندهای گاوسی; Continuous-Time Markov decision processes; Gaussian processes; Machine learning; Policy learning;
Efficient sparsification for Gaussian process regression
Keywords: فرآیندهای گاوسی; Gaussian processes; Sparse approximations; Greedy subset selection; Learning robot inverse dynamics
A surrogate accelerated multicanonical Monte Carlo method for uncertainty quantification
Keywords: فرآیندهای گاوسی; Gaussian processes; Multicanonical Monte Carlo; Uncertainty quantification;
An Extended Zonotopic and Gaussian Kalman Filter (EZGKF) merging set-membership and stochastic paradigms: Toward non-linear filtering and fault detection
Keywords: فرآیندهای گاوسی; Bounded disturbances; Random noise; Robust estimation; Fault detection; Uncertain dynamic systems; Kalman filters; Intervals; Sets; Zonotopes; Gaussian processes; Imprecise probabilities;
Modulation equation for SPDEs in unbounded domains with space–time white noise — Linear theory
Keywords: فرآیندهای گاوسی; 60H15; 60H05; 60G15Modulation equation; Amplitude equation; Unbounded domain; Random fields; Gaussian processes; Attractivity; Approximation; Linear theory; Stochastic convolution
Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals
Keywords: فرآیندهای گاوسی; Bayesian classification; Image relevance; Implicit relevance feedback; Information retrieval; Magnetoencephalography; Gaze signal; Gaussian processes;
Facial landmarking for in-the-wild images with local inference based on global appearance
Keywords: فرآیندهای گاوسی; Facial landmarking; Regression; Part-based models; Gaussian processes
Tracking global optima in dynamic environments with efficient global optimization
Keywords: فرآیندهای گاوسی; Heuristics; Dynamic global optimization; Efficient global optimization; Gaussian processes; Response surfaces
A note on Bayes factor consistency in partial linear models
Keywords: فرآیندهای گاوسی; Bayes factor; Consistency; Fourier series; Gaussian processes; Hellinger distance; Kullback–Leibler neighborhoods; Lack of fit testing
GEFCom2012 hierarchical load forecasting: Gradient boosting machines and Gaussian processes
Keywords: فرآیندهای گاوسی; Load forecasting; Gradient boosting machines; Gaussian processes;
Long time behavior for nonlocal stochastic Kuramoto–Sivashinsky equations
Keywords: فرآیندهای گاوسی; 60H15; 35R60Nonlocal stochastic Kuramoto–Sivashinsky equations; Gaussian processes; Exponentially stable; Second moment stability
Errors due to demodulation in measurements of laser beam envelope and phase
Keywords: فرآیندهای گاوسی; Laser propagation; Analytic signal; Demodulation; Stationary processes; Gaussian processes;
Bayesian non-parametric approaches to reconstructing oscillatory systems and the Nyquist limit
Keywords: فرآیندهای گاوسی; Gaussian processes; Multiple-output Gaussian processes; Oscillating systems; Nyquist limit;
Parametric models and non-parametric machine learning models for predicting option prices: Empirical comparison study over KOSPI 200 Index options
Keywords: فرآیندهای گاوسی; Option pricing; Gaussian processes; Support vector machines; Artificial neural network; Black–Scholes model; Heston model; Merton model
Design of experiments for interpolation-based metamodels
Keywords: فرآیندهای گاوسی; Kriging metamodel; Experimental design; Gaussian processes
Noisy kriging-based optimization methods: A unified implementation within the DiceOptim package
Keywords: فرآیندهای گاوسی; Computer experiments; Gaussian processes; Active learning;
Backward SDEs driven by Gaussian processes
Keywords: فرآیندهای گاوسی; 60H10; 60G15; 60G22; 60H05; Backward SDEs; Fractional Brownian motion; Gaussian processes; Wick-Itô integration;