Keywords: مخلوطی از کارشناسان; Parzen neural network; Density estimation; Unsupervised learning; Mixture of experts; Forensic anthropology;
مقالات ISI مخلوطی از کارشناسان (ترجمه نشده)
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Keywords: مخلوطی از کارشناسان; Classifier ensembles; Random forests; Mixture of experts;
Keywords: مخلوطی از کارشناسان; Mixture of experts; Skew t distribution; EM algorithm; ECM algorithm; Non-linear regression; Model-based clustering;
Keywords: مخلوطی از کارشناسان; Ensemble method; Multi classifier system; Mixture of experts; Classifier fusion; Combining classifier algorithm; Variational Inference; Multivariate Gaussian distribution
Keywords: مخلوطی از کارشناسان; Laplace distribution; Minorization–maximization algorithm; Mixture of experts; Robust regression
Keywords: مخلوطی از کارشناسان; Mixture of experts; Negative correlation learning; Subspace projection; Time series estimation; Tourism demand;
Keywords: مخلوطی از کارشناسان; Heterogeneity; Mixture of experts; Support vector machines;
Keywords: مخلوطی از کارشناسان; Mixture of experts; Variational Bayesian training; Sensitivity analysis; Nonlinear bifurcating systems; Model selection
Keywords: مخلوطی از کارشناسان; Surrogate models; Mixture of experts; Kriging; Radial basis functions; Mission analysis; Aircraft design;
Keywords: مخلوطی از کارشناسان; Combining classifiers; Diversity; Mixture of experts; BCI; EEG
Keywords: مخلوطی از کارشناسان; Soft sensors; Mixture of experts; Partial least squares; Multiple modes; Mix-pls
Keywords: مخلوطی از کارشناسان; Region-based background modeling; Foreground prediction; Mixture of Gaussians; Mixture of experts; Mean shift; RGB-D cameras
Keywords: مخلوطی از کارشناسان; Mixture of experts; Local feature selection; Embedded feature selection; Regularization
Evaluating performances of 1-D models to predict variable area supersonic gas ejector performances
Keywords: مخلوطی از کارشناسان; Variable area nozzle; Supersonic gas ejector; Mixture of experts; Experimental study; Antlion algorithm;
Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution
Keywords: مخلوطی از کارشناسان; Outliers; Robust estimation; Student-t distribution; Variational Bayes; Mixture of experts; Bifurcating mechanical structures;
Sequential aggregation of heterogeneous experts for PM10 forecasting
Keywords: مخلوطی از کارشناسان; Air quality; Forecasting; Mixture of experts; PM10; Sequential prediction;
Robust mixture of experts modeling using the tt distribution
Keywords: مخلوطی از کارشناسان; Mixture of experts; tt distribution; EM algorithm; Robust modeling; Non-linear regression; Model-based clustering
A regularized root-quartic mixture of experts for complex classification problems
Keywords: مخلوطی از کارشناسان; Mixture of experts; Negative correlation learning; Ensemble learning; Diversity; Generalization ability; Regularization;
Switching Markov decoders for asynchronous trajectory reconstruction from ECoG signals in monkeys for BCI applications
Keywords: مخلوطی از کارشناسان; Asynchronous brain-computer-interface; Hidden Markov model; Mixture of experts; Piece-wise linear models; Switching Kalman filter;
K-plane regression
Keywords: مخلوطی از کارشناسان; Piecewise linear regression; Cluster-wise linear regression; Expectation maximization; Mixture of experts
Classification of ECG arrhythmia by a modular neural network based on Mixture of Experts and Negatively Correlated Learning
Keywords: مخلوطی از کارشناسان; ECG beat classification; Mixture of Experts; Negative Correlation Learning; Premature ventricular contraction (PVC); Wavelet transform
Mixtures of Gaussian process models for human pose estimation
Keywords: مخلوطی از کارشناسان; Computer vision; Gaussian processes; Human pose estimation; Mixture of experts
On estimating simple probabilistic discriminative models with subclasses
Keywords: مخلوطی از کارشناسان; Pattern recognition; Probabilistic models; Subclasses; Mixture of experts; Hybrid Bayesian networks
Generalized smooth finite mixtures
Keywords: مخلوطی از کارشناسان; Bayesian inference; Conditional distribution; GLM; Markov chain Monte Carlo; Mixture of experts; Variable selection;
Combining features of negative correlation learning with mixture of experts in proposed ensemble methods
Keywords: مخلوطی از کارشناسان; Neural networks ensemble; Mixture of experts; Negative correlation learning;
Asymptotic properties of mixture-of-experts models
Keywords: مخلوطی از کارشناسان; Mixture of experts; Likelihood ratio statistic test; Asymptotic statistic
Restructuring partitioned knowledge: The role of recoordination in category learning
Keywords: مخلوطی از کارشناسان; Knowledge restructuring; Knowledge partitioning; Strategy change; Category learning; Categorization; Computational modeling; Mixture of experts
Learning to imitate stochastic time series in a compositional way by chaos
Keywords: مخلوطی از کارشناسان; Recurrent neural network; Mixture of experts; Maximum likelihood estimation; Chaos
Flexible modeling of conditional distributions using smooth mixtures of asymmetric student t densities
Keywords: مخلوطی از کارشناسان; Bayesian inference; Markov chain Monte Carlo; Mixture of experts; Variable selection; Volatility modeling
Learning nonlinear manifolds based on mixtures of localized linear manifolds under a self-organizing framework
Keywords: مخلوطی از کارشناسان; Self-organizing network; Manifold learning; Principal subspace; Mixture of experts; Dimension reduction
Regression density estimation using smooth adaptive Gaussian mixtures
Keywords: مخلوطی از کارشناسان; C11; C50; Bayesian inference; Markov chain Monte Carlo; Mixture of experts; Nonparametric estimation; Splines; Value-at-Risk; Variable selection;
Model of experts for decision support in the diagnosis of leukemia patients
Keywords: مخلوطی از کارشناسان; Mixture of experts; Enhanced self-organizing incremental neural network; Leukemia classification
View-independent face recognition with Mixture of Experts
Keywords: مخلوطی از کارشناسان; View-independent face recognition; Mixture of Experts; Teacher-directed learning; Principal component analysis
Proton exchange membrane fuel cell modelling based on a mixed moving least squares technique
Keywords: مخلوطی از کارشناسان; Fuel cell; Moving least squares; Mixed model; Mixture of experts; Simulation
A model for learning to segment temporal sequences, utilizing a mixture of RNN experts together with adaptive variance
Keywords: مخلوطی از کارشناسان; Recurrent neural network; Mixture of experts; Maximum likelihood estimation; Self-organization; Segmentation of temporal sequences
Statistics over features for internal carotid arterial disorders detection
Keywords: مخلوطی از کارشناسان; Doppler signals; Lyapunov exponents; Eigenvector methods; Feature extraction/selection; Mixture of experts; Modified mixture of experts
Teacher-directed learning in view-independent face recognition with mixture of experts using overlapping eigenspaces
Keywords: مخلوطی از کارشناسان; View-independent face recognition; Mixture of experts; Teacher-directed learning; Single-view eigenspaces; Global eigenspace; Overlapping eigenspaces
An adaptive fuzzy c-means clustering-based mixtures of experts model for unlabeled data classification
Keywords: مخلوطی از کارشناسان; Mixture of experts; Gaussian neural network; Unlabeled data classification
Teacher-directed learning in view-independent face recognition with mixture of experts using single-view eigenspaces
Keywords: مخلوطی از کارشناسان; Face recognition; Mixture of experts; Teacher-directed learning; Single-view eigenspaces; Global eigenspace;
Bioprocess hybrid parametric/nonparametric modelling based on the concept of mixture of experts
Keywords: مخلوطی از کارشناسان; Bioprocesses; Bioreactors; Hybrid modelling; Mixture of experts; Expectation maximisation; Artificial intelligence; Waste-water treatment; Control
Automatic speech recognition using a predictive echo state network classifier
Keywords: مخلوطی از کارشناسان; Echo state network; Automatic speech recognition; Mixture of experts; Noise robustness
EEG signal classification using wavelet feature extraction and a mixture of expert model
Keywords: مخلوطی از کارشناسان; Electroencephalogram (EEG); Epileptic seizure; Discrete wavelet transform (DWT); Mixture of experts; Expectation-Maximization (EM) algorithm
A unified perspective and new results on RHT computing, mixture based learning, and multi-learner based problem solving
Keywords: مخلوطی از کارشناسان; Object detection; Hough transform; Rival penalized competitive learning (RPCL); Elliptic RPCL; Local subspaces; Bayesian Ying–Yang learning; Automatic model selection; Multi-sets modelling; Mixture of experts; RBF nets; Evidence combination
A novel mixture of experts model based on cooperative coevolution
Keywords: مخلوطی از کارشناسان; Neuro-ensemble; Artificial neural networks; Mixture of experts; Cooperative coevolution
An incremental EM-based learning approach for on-line prediction of hospital resource utilization
Keywords: مخلوطی از کارشناسان; EM algorithm; Mixture of experts; Incremental update; Length of stay; Machine learning algorithm; On-line prediction;
Online adaptive policies for ensemble classifiers
Keywords: مخلوطی از کارشناسان; Neural networks; Supervised learning; Reinforcement learning; Ensembles; Mixture of experts; Boosting; Q-learning;
A mixture of experts network structure for modelling Doppler ultrasound blood flow signals
Keywords: مخلوطی از کارشناسان; Mixture of experts; Expectation-Maximization algorithm; Diagnostic accuracy; Discrete wavelet transform; Doppler signal; Ophthalmic artery; Internal carotid artery;