Evaluation of random forests and generalized regression neural networks for daily reference evapotranspiration modelling.
Sign Up to like & getrecommendations! Published in 2017 at "Agricultural Water Management"
DOI: 10.1016/j.agwat.2017.08.003
Abstract: Abstract Accurate estimation of reference evapotranspiration (ET 0 ) is of importance for regional water resource management. The present study proposed two artificial intelligence models, random forests (RF) and generalized regression neural networks (GRNN), for… read more here.
Keywords: regression neural; neural networks; random forests; generalized regression ... See more keywords
Generalized regression neural network association with terahertz spectroscopy for quantitative analysis of benzoic acid additive in wheat flour
Sign Up to like & getrecommendations! Published in 2019 at "Royal Society Open Science"
DOI: 10.1098/rsos.190485
Abstract: Investigations were initiated to develop terahertz (THz) techniques associated with machine learning methods of generalized regression neural network (GRNN) and back-propagation neural network (BPNN) to rapidly measure benzoic acid (BA) content in wheat flour. The… read more here.
Keywords: neural network; generalized regression; wheat flour; spectroscopy ... See more keywords
Time Series Forecasting by Generalized Regression Neural Networks Trained With Multiple Series
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3140377
Abstract: Time series forecasting plays a key role in many fields such as business, energy or environment. Traditionally, statistical or machine learning models for time series forecasting are trained with the historical values of the series… read more here.
Keywords: generalized regression; time series; regression neural; series ... See more keywords
Improved trilateration for indoor localization: Neural network and centroid-based approach
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Distributed Sensor Networks"
DOI: 10.1177/15501477211053997
Abstract: Location awareness is the key to success to many location-based services applications such as indoor navigation, elderly tracking, emergency management, and so on. Trilateration-based localization using received signal strength measurements is widely used in wireless… read more here.
Keywords: generalized regression; trilateration; centroid; localization ... See more keywords
Yarn unevenness prediction using generalized regression neural network under various optimization algorithms
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Engineered Fibers and Fabrics"
DOI: 10.1177/15589250221093019
Abstract: Unevenness is one of the important parameters for evaluating yarn quality, but the current prediction accuracy of yarn unevenness is low. One of the important reasons is that there are few sample dataset for yarn… read more here.
Keywords: neural network; optimization; regression neural; generalized regression ... See more keywords
A Generalized Regression Neural Network Model for Predicting the Curing Characteristics of Carbon Black-Filled Rubber Blends
Sign Up to like & getrecommendations! Published in 2022 at "Polymers"
DOI: 10.3390/polym14040653
Abstract: In this study, a new generalized regression neural network model for predicting the curing characteristics of rubber blends with different contents of carbon black filler cured at various temperatures is proposed for the first time… read more here.
Keywords: neural network; carbon black; regression neural; generalized regression ... See more keywords