Keywords: مدل های مبتنی بر داده ها; Data-driven models; Expert knowledge-based model; Landslide susceptibility; GIS; Logistic regression; Artificial neural network;
مقالات ISI مدل های مبتنی بر داده ها (ترجمه نشده)
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Keywords: مدل های مبتنی بر داده ها; Partial nitrification; SBR; ASM; Bending-points; Data-driven models;
Keywords: مدل های مبتنی بر داده ها; Long-term monthly air temperatures; Data-driven models; Estimation;
Keywords: مدل های مبتنی بر داده ها; Landslide susceptibility mapping; Landslide absence data; Data-driven models;
Keywords: مدل های مبتنی بر داده ها; Data-driven models; Reliability; Mahalanobis distance;
Keywords: مدل های مبتنی بر داده ها; Wavelet coherence transformation; Continuous wavelet transformation; Artificial neural network; Data-driven models;
Keywords: مدل های مبتنی بر داده ها; Pan evaporation; Data-driven models; Model performance assessment; Stephens and Stewart model; PenPan model; China;
Keywords: مدل های مبتنی بر داده ها; Displacement; Adaptive neuro-fuzzy inference system; Artificial neural network; Multiple linear regression; Data-driven models;
Keywords: مدل های مبتنی بر داده ها; Occupancy estimation; Data-driven models; Occupancy models; ELM-based wrapper;
Keywords: مدل های مبتنی بر داده ها; Nonlinear systems; Data-driven models; Stochastic systems; Blood-glucose dynamics; Diabetes mellitus; System identification;
Keywords: مدل های مبتنی بر داده ها; Chiller sequence control; Optimal chiller loading; Robust control; Measurement error; Centrifugal chiller; Data-driven models
Keywords: مدل های مبتنی بر داده ها; Economic model predictive control; Multi-rate models; Data-driven models; Electric arc furnace
Keywords: مدل های مبتنی بر داده ها; ANFIS; Adaptive Neuro-Fuzzy Inference System; ANN; Artificial Neural Network; MLR; Multiple Linear Regression; NFA; natural fine aggregate; RFA; recycled fine aggregate; NCA10; natural coarse aggregates 10Â mm; NCA20; natural coarse aggregates 20Â mm; RCA
Keywords: مدل های مبتنی بر داده ها; Photovoltaics power forecasting; Day-ahead PV forecasts; Ensemble prediction; Probabilistic forecast; Error metrics; Data-driven models; NWP models
Keywords: مدل های مبتنی بر داده ها; Data-driven models; Adaptive Neuro-Fuzzy Inference System (ANFIS); Rainfall-runoff processes; Gamma test; Probability information of forecasts;
Keywords: مدل های مبتنی بر داده ها; Artificial neural networks; Data-driven models; Partial mutual information; Kernel density estimation; Kernel bandwidth; Boundary issues; Hydrology and water resources; Input variable selection
Keywords: مدل های مبتنی بر داده ها; Measurement substitution; Control reconfiguration; Data-driven models; Fault-tolerant control; Sequential probability ratio test;
Keywords: مدل های مبتنی بر داده ها; Water quality monitoring; Soft-sensors; Data-driven models; Wastewater treatment;
Keywords: مدل های مبتنی بر داده ها; Microstructure parameterization; Processing variables; Model reduction; Data-driven models; Moving Least Squares; Separation of variables
Keywords: مدل های مبتنی بر داده ها; Flood modeling; Data-driven models; Urban hydrology; Coastal flooding;
Data-driven model and model paradigm to predict 1D and 2D particle size distribution from measured chord-length distribution
Keywords: مدل های مبتنی بر داده ها; FBRM; CLD to PSD conversion; Crystallization monitoring; Machine learning; Data-driven models;
Research papersAn information theoretic approach to select alternate subsets of predictors for data-driven hydrological models
Keywords: مدل های مبتنی بر داده ها; Input variable selection; Information theory; Data-driven models; Extreme learning machines; Neural networks;
Prediction of 8Â h-average ozone concentration using a supervised hidden Markov model combined with generalized linear models
Keywords: مدل های مبتنی بر داده ها; Ozone prediction; Data-driven models; Hidden Markov models;
Data-driven models of steady state and transient operations of spiral-wound RO plant
Keywords: مدل های مبتنی بر داده ها; Desalination; Data-driven models; Support vector regression; Spiral-wound RO plant; Process models
An improved valve stiction simulation model based on ISA standard tests
Keywords: مدل های مبتنی بر داده ها; Pneumatic control valve; Stiction; Choudhury simulation model; ISA standard; Data-driven models
Inferential estimation of kerosene dry point in refineries with varying crudes
Keywords: مدل های مبتنی بر داده ها; Bootstrap aggregated model; Classifier; Data-driven models; Inferential estimation; Crude distillation;
Data-driven dynamic emulation modelling for the optimal management of environmental systems
Keywords: مدل های مبتنی بر داده ها; Emulation modelling; Data-driven models; Process-based models; Variable selection; Water resources planning and management
Experimental analysis of vehicle–bridge interaction using a wireless monitoring system and a two-stage system identification technique
Keywords: مدل های مبتنی بر داده ها; Vehicle–bridge interaction; Wireless sensors; System identification; Data-driven models
Assessing the applicability of fuzzy neural networks for habitat preference evaluation of Japanese medaka (Oryzias latipes)
Keywords: مدل های مبتنی بر داده ها; Species distribution models; Fuzzy sets; Artificial neural networks; Uncertainty; Data-driven models; Habitat evaluation
Multi-objective optimization of HVAC system with an evolutionary computation algorithm
Keywords: مدل های مبتنی بر داده ها; Data-driven models; Evolutionary computation algorithm; HVAC system optimization; Energy savings
Kernel principal component analysis for stochastic input model generation
Keywords: مدل های مبتنی بر داده ها; Stochastic partial differential equations; Data-driven models; Kernel principal component analysis; Non-linear model reduction; Flow in random porous media
Sensitivity Compensating Control: Data-driven model based adaptive approach
Keywords: مدل های مبتنی بر داده ها; Data-driven models; Adaptive Generic Model Control; Extended External Reset Feedback; Sensitivity Compensating Control; Set point correction design
Data-driven Soft Sensors in the process industry
Keywords: مدل های مبتنی بر داده ها; Soft Sensors; Process industry; Data-driven models; PCA; ANN
Learning from data for wind–wave forecasting
Keywords: مدل های مبتنی بر داده ها; ANN; Data-driven models; Instance-based learning; Wind–wave
Comparison of friction models applied to a control valve
Keywords: مدل های مبتنی بر داده ها; Control valves; Stiction; Stick-slip; Static friction models; Dynamic friction models; Data-driven models
A non-linear dimension reduction methodology for generating data-driven stochastic input models
Keywords: مدل های مبتنی بر داده ها; Stochastic partial differential equations; Data-driven models; Non-linear embedding; Manifold learning; Model reduction; Collocation methods; Sparse grids; Microstructure
Data-Driven Model Based Control of a Multi-Product Semi-Batch Polymerization Reactor
Keywords: مدل های مبتنی بر داده ها; data-driven models; generic model control; artificial neural networks; semi-batch reactors; trajectory tracking
Machine-learning paradigms for selecting ecologically significant input variables
Keywords: مدل های مبتنی بر داده ها; Harmful algal blooms; Red tides; Machine-learning techniques; Data-driven models; Artificial neural networks; Genetic programming; Water quality modelling; Tolo Harbour; Hong Kong
Adaptive data-driven models for estimating carbon fluxes in the Northern Great Plains
Keywords: مدل های مبتنی بر داده ها; Carbon flux; Grassland ecosystems; Northern Great Plains; Data-driven models; Piece-wise regression models; Net Ecosystem Exchange
Genetic programming for analysis and real-time prediction of coastal algal blooms
Keywords: مدل های مبتنی بر داده ها; Harmful algal blooms; Red tides; Data-driven models; Genetic programming; Real-time prediction; Water quality modelling; Hong Kong;