Keywords: روش های گروهی; Cellular automata; CALP; Conway's game of life; Handwritten pattern recognition; Data generation and over-sampling techniques; Neural ensemble; Ensemble methods;
مقالات ISI روش های گروهی (ترجمه نشده)
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Keywords: روش های گروهی; Handwritten keyword spotting; Graph representation; Bipartite graph matching; Ensemble methods;
Keywords: روش های گروهی; Data assimilation; Shadowing; Covariance inflation; Chaotic dynamics; Ensemble methods;
Keywords: روش های گروهی; Power forecasting; Probabilistic forecasting; Performance assessment; Forecast verification; Scoring rule decomposition; Ensemble methods;
Keywords: روش های گروهی; District heating; Data driven modelling; Machine learning; Aggregation rules; Expert advice; Ensemble methods;
Keywords: روش های گروهی; Machine learning; Knowledge-based systems; Ensemble methods; Scheduling; Simulation; Flexible manufacturing system;
Keywords: روش های گروهی; Multi-label classification; Ensemble methods;
Keywords: روش های گروهی; Length of stay (LOS); Medical data mining; Pneumonia; Patients; Ensemble methods;
Keywords: روش های گروهی; Soft sensors; Adaptive mechanisms; Streaming data; Ensemble methods;
Keywords: روش های گروهی; Neural networks; Classification; Boosting; Ensemble methods; Optimization;
Keywords: روش های گروهی; Reinforced concrete; Chloride ingress; Corrosion; Durability; Simplified models; Modelling; Ensemble methods; Variable importance analysis; Machine learning;
Keywords: روش های گروهی; Stream data; Data mining; Classification; Ensemble methods;
Keywords: روش های گروهی; Ensemble methods; Clustering; Streaming data;
Keywords: روش های گروهی; Solar radiation; Gradient boosting; Bagging; Random forest; Ensemble methods; Machine learning;
Keywords: روش های گروهی; Majority vote; Ensemble methods; PAC-Bayesian Theory; Multiclass classification; Multilabel Prediction;
Keywords: روش های گروهی; Anomaly detection; Fault detection; One-class classification; Ensemble methods; Vehicle electronics;
Keywords: روش های گروهی; Ensemble flood forecasting; Variable Infiltration Capacity model; Multi-objective calibration strategies; Ensemble methods;
Keywords: روش های گروهی; Bayesian; Data Assimilation; Ensemble Methods; Dimension Reduction;
Keywords: روش های گروهی; Li-ion batteries; Crystal system; Machine learning; Classification methods; Monte Carlo; Ensemble methods; Optimization;
Keywords: روش های گروهی; EEG; Sleep scoring; CEEMDAN; Bagging; Ensemble methods;
Keywords: روش های گروهی; Stress modelling; Transfer learning; Semi-supervised learning; Ensemble methods;
Keywords: روش های گروهی; Data assimilation; Variational assimilation; Kalman filter; Ensemble methods; Unsteady flows;
Keywords: روش های گروهی; Ensemble methods; Single classifiers; Benchmark; Stock price direction prediction
Keywords: روش های گروهی; Class noise; Label noise; Noise detection; Ensemble methods; Diversity measures
Keywords: روش های گروهی; Numerical errors; Learning algorithm; Stochastic methods; Ensemble methods; Geophysical fluid dynamics; Mixed finite volume/finite difference scheme; Icosahedral grid; Shallow water equations; Automatic differentiation; Algorithmic differentiation
Keywords: روش های گروهی; Ensemble methods; Random forest; Variable importance; Imputation; Affinity analysis; Voice pathology detection;
Keywords: روش های گروهی; Multi-view learning; Ensemble methods; Protein structure prediction; Protein sub-nuclear location prediction; Arrhythmia type prediction
Keywords: روش های گروهی; Sustainable development; European Union; Machine learning; Ordinal regression; Ensemble methods
Keywords: روش های گروهی; Model type selection; VC dimension; Multi-objective optimization; Ensemble methods
Keywords: روش های گروهی; Classification; Ensemble methods; Allocation; Anomaly detection
Keywords: روش های گروهی; Canonical correlation analysis; Ensemble methods; miRNA sequence analysis; Multivariate statistics; Genetic distance
PIndroid: A novel Android malware detection system using ensemble learning methods
Keywords: روش های گروهی; Malware classification; Permissions; Intents; Ensemble methods; Colluding applications;
Linear and non-linear heterogeneous ensemble methods to predict the number of faults in software systems
Keywords: روش های گروهی; Software fault prediction; Ensemble methods; Heterogeneous ensemble; Prediction of number of faults;
An adaptive pluri-Gaussian simulation model for geological uncertainty quantification
Keywords: روش های گروهی; Plurigaussian truncation; Probability fields for facies distribution; Ensemble methods; Assisted history matching; Geological realistic updates;
GEFCom2014: Probabilistic solar and wind power forecasting using a generalized additive tree ensemble approach
Keywords: روش های گروهی; Probabilistic forecast; Ensemble methods; Renewable energy; Quantile regression; Gradient boosting regression; Quantile regression forest;
An ensemble method for top-N recommendations from the SVD
Keywords: روش های گروهی; Recommender systems; Ensemble methods; Matrix factorization; Top-N recommendations; Singular value decomposition;
Voting based q-generalized extreme learning machine
Keywords: روش های گروهی; Neural networks; Extreme learning machines; Tsallis statistics; Ensemble methods; Majority voting
An Ensemble Approach to Weak-constraint Four-dimensional Variational Data Assimilation
Keywords: روش های گروهی; model error; weak constraint; variational data assimilation; ensemble methods; error covariance; error bias
Enhanced ensemble-based 4DVar scheme for data assimilation
Keywords: روش های گروهی; Data assimilation; Optimal control; Ensemble methods; Shallow water model; Depth sensor;
Ensembles of incremental learners to detect anomalies in ad hoc sensor networks
Keywords: روش های گروهی; Anomaly detection; Wireless sensor networks; Online learning; Incremental learning; Ensemble methods
Ensembles of decision trees based on imprecise probabilities and uncertainty measures
Keywords: روش های گروهی; Imprecise probabilities; Credal sets; Uncertainty measures; Supervised classification; Decision trees; Ensemble methods
One class random forests
Keywords: روش های گروهی; One class classification; Supervised learning; Decision trees; Ensemble methods; Random forests; Outlier generation; Outlier detection
Tree ensembles for predicting structured outputs
Keywords: روش های گروهی; Ensemble methods; Predictive clustering trees; Structured outputs; Multi-target regression; Multi-target classification; Hierarchical multi-label classification
Dynamic multi-objective evolution of classifier ensembles for video face recognition
Keywords: روش های گروهی; Dynamic multi-objective optimization; Multi-classifier systems; Ensemble methods; Incremental learning; ARTMAP neural networks; Face recognition in video; Adaptive biometrics
On the doubt about margin explanation of boosting
Keywords: روش های گروهی; Classification; Boosting; Ensemble methods; Margin theory
Modifications of the construction and voting mechanisms of the Random Forests Algorithm
Keywords: روش های گروهی; Classification; Random Forests; Ensemble methods; Weighted voting; Decision tree
Generalised bottom-up pruning: A model level combination of decision trees
Keywords: روش های گروهی; Churn prediction; Ensemble methods; Decision tree pruning;
Chemical gas sensor drift compensation using classifier ensembles
Keywords: روش های گروهی; Sensor drift; Metal-oxide sensors; Time series classification; Ensemble methods; Support vector machines
Voting based extreme learning machine
Keywords: روش های گروهی; Classification; Extreme learning machine; Majority voting; Single hidden layer feedforward networks; Ensemble methods
Ensemble methods for biclustering tasks
Keywords: روش های گروهی; Co-clustering; Ensemble methods; Microarray data