With the aid of models used in artificial intelligence, a wide range of data can be processed quickly with high accuracy. The quality of rapeseed oil from 40 genotypes cultivated during four consecutive years was analysed. Two machine learning techniques (artificial neural network – ANN, and random forest regression – RFR) were applied for the modelling of fatty acids content (C16:0; C18:0; C18:1; C18:2; C18:3 and C22:1), α-tocopherol, γ-tocopherol and total tocopherols, according to the data of production year and winter rapeseed genotype. The developed models exerted high-quality anticipation features, showing high r2 during the training cycle. The best fit between the modelled and measured traits for ANN model was observed for erucic aci...
The palm oil industry in Malaysia has witnessed a prolific growth in recent years. For the past few ...
AbstractArtificial neural network (ANN) can be utilized as a tool for modeling the properties of bio...
A transesterification reaction was carried out employing an oil of paradise kernel (Simarouba glauca...
With the aid of models used in artificial intelligence, a wide range of data can be processed quickl...
As one of the greatest agricultural challenges, yield prediction is an important issue for producers...
As one of the greatest agricultural challenges, yield prediction is an important issue for producers...
As one of the greatest agricultural challenges, yield prediction is an important issue for producers...
The aim of the work was to produce three independent, multi-criteria models for the prediction of wi...
Seed longevity is influenced by many factors, a widely discussed one of which is the seed lipid cont...
In this work, a multi-layer feedforward artificial neural network (ANN) was used for modeling and pr...
YesThe content and concentration of beta-carotene, tocopherol and free fatty acid is one of the impo...
Over the past few decades, biodiesel produced from oilseed crops and animal fat is receiving much at...
The seasonal variation of the fatty acids composition of butters were investigated over three season...
In order to detect the oleic acid content of rapeseed quickly and accurately, we propose, in this pa...
Bleaching earth and citric acid are expensive chemicals utilized in the palm oil refining process. B...
The palm oil industry in Malaysia has witnessed a prolific growth in recent years. For the past few ...
AbstractArtificial neural network (ANN) can be utilized as a tool for modeling the properties of bio...
A transesterification reaction was carried out employing an oil of paradise kernel (Simarouba glauca...
With the aid of models used in artificial intelligence, a wide range of data can be processed quickl...
As one of the greatest agricultural challenges, yield prediction is an important issue for producers...
As one of the greatest agricultural challenges, yield prediction is an important issue for producers...
As one of the greatest agricultural challenges, yield prediction is an important issue for producers...
The aim of the work was to produce three independent, multi-criteria models for the prediction of wi...
Seed longevity is influenced by many factors, a widely discussed one of which is the seed lipid cont...
In this work, a multi-layer feedforward artificial neural network (ANN) was used for modeling and pr...
YesThe content and concentration of beta-carotene, tocopherol and free fatty acid is one of the impo...
Over the past few decades, biodiesel produced from oilseed crops and animal fat is receiving much at...
The seasonal variation of the fatty acids composition of butters were investigated over three season...
In order to detect the oleic acid content of rapeseed quickly and accurately, we propose, in this pa...
Bleaching earth and citric acid are expensive chemicals utilized in the palm oil refining process. B...
The palm oil industry in Malaysia has witnessed a prolific growth in recent years. For the past few ...
AbstractArtificial neural network (ANN) can be utilized as a tool for modeling the properties of bio...
A transesterification reaction was carried out employing an oil of paradise kernel (Simarouba glauca...